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---
tags:
- setfit
- sentence-transformers
- text-classification
- generated_from_setfit_trainer
widget:
- text: 'Re: Shipment for XEVA LTD, Basingstoke / UK - EXPORT 24DE0225 #SG  Dear All,   Please
    find attached the EXPORT # 24DE0225 packing list & invoice as well as the EX1
    the following orders   Reference type Number # Export ref *24DE0225 * Forwarder
    TNT EX Service type Road DANGEROUS GOODS YES DANGEROUS GOODS CLASS/ GROUP IATA:PI
    965 SECTION IB To mention on AWB *Please mention PO# 11993, 12668, 13349, 13183,
    12131, 11752, 11763 &  LITHIUM ION BATTERIES AS PER ADR SP188. * Special instructions
    Purchase Order *11993, 12668, 13349, 13183, 12131, 11752, 11763* MSI Packing list
    *9110634779, 9110636340, 9110637564, 9110637676, 9110637764, 9110637787, 9110637789  *
    MSI Sales Order 2100431550, 2100450112, 2100477547, 2100469720, 2100436198, 2100424336,
    2100424610 MRN 24DE705424437257B9   Szymon Gardziel Motorola Solutions (Schenker)  e:
    *[email protected] <[email protected]>*  This
    email and any attachments are for the authorized recipient''s use only. If you
    receive this email in error, please immediately delete it from your system and
    notify the sender. You must not disclose, print, re-transmit, store, copy or rely
    on any part of this email and any attachments if you are not the authorized recipient.
    This email and any attachments are confidential and may contain confidential information
    and/or copyright material of Motorola Solutions, Inc.  --    *For more information
    on how and why we collect your personal  information, please visit our Privacy
    Policy  <https://www.motorolasolutions.com/en_us/about/privacy-policy.html?elqTrackId=8980d888905940e39a2613a7a3dcb0a7&elqaid=2786&elqat=2#privacystatement>.*'
- text: 'Re: Order: 2100478594 / FO: 1780383  Hi Paula,  you can release  Best regards,
    Tomek  EMEA Delivery Management Motorola Solutions, Inc.   On Thu, Feb 1, 2024
    at 3:41 PM Order Scheduling < [email protected]> wrote:  >
    Hi Tamir, > > it was not released yet > > + @Delivery Management Emea <[email protected]>
    > > Best regards, > Paulina > Order Scheduling > > > > > On Thu, Feb 1, 2024 at
    3:31 PM Tamir Shwartz < > [email protected]> wrote: > >> Dear
    EMEA Team, >> >> Can you please send me the factory CI + PL for this order? >>
    >> >> >> *Thank you & B. Regards* >> *Tamir Shwartz* >> >> *Motorola Solutions
    Israel* >> *Export dept.* >> *Tel: 972-3-6256316* >> *Fax: 972-3-7642941* >> *Mobile:
    972-54-6282015* >> [email protected] >> >> >> >> >> >> >> On
    Thu, Feb 1, 2024 at 4:09 PM EMEA Export Team PL < >> [email protected]>
    wrote: >> >>> As always Order Schedulling >>> >>> Thanks >>> >>> >>> Export &
    Logistics Operations >>> Supply Chain & Procurement >>> Motorola Solutions >>>
    e: [email protected] >>> >>> >>> >>> On Thu, Feb 1, 2024 at 2:59 PM
    Tamir Shwartz < >>> [email protected]> wrote: >>> >>>> and who
    can check in Germany when will it be ready? >>>> >>>> >>>> >>>> *Thank you & B.
    Regards* >>>> *Tamir Shwartz* >>>> >>>> *Motorola Solutions Israel* >>>> *Export
    dept.* >>>> *Tel: 972-3-6256316* >>>> *Fax: 972-3-7642941* >>>> *Mobile: 972-54-6282015*
    >>>> [email protected] >>>> >>>> >>>> >>>> >>>> >>>> >>>> On
    Thu, Feb 1, 2024 at 3:15 PM EMEA Export Team PL < >>>> [email protected]>
    wrote: >>>> >>>>> If no PL yet, so how can we send it to you ? >>>>> >>>>> Thanks
    >>>>> >>>>> >>>>> >>>>> >>>>> Export & Logistics Operations >>>>> Supply Chain
    & Procurement >>>>> Motorola Solutions >>>>> e: [email protected]
    >>>>> >>>>> >>>>> >>>>> On Thu, Feb 1, 2024 at 2:07 PM Tamir Shwartz < >>>>> [email protected]>
    wrote: >>>>> >>>>>> Hi, >>>>>> >>>>>> This is waiting for shipping, No PL yet.
    >>>>>> >>>>>> >>>>>> >>>>>> *Thank you & B. Regards* >>>>>> *Tamir Shwartz* >>>>>>
    >>>>>> *Motorola Solutions Israel* >>>>>> *Export dept.* >>>>>> *Tel: 972-3-6256316*
    >>>>>> *Fax: 972-3-7642941* >>>>>> *Mobile: 972-54-6282015* >>>>>> [email protected]
    >>>>>> >>>>>> >>>>>> >>>>>> >>>>>> >>>>>> >>>>>> On Thu, Feb 1, 2024 at 2:47 PM
    EMEA Export Team PL < >>>>>> [email protected]> wrote: >>>>>> >>>>>>>
    Dear Tamir, >>>>>>> >>>>>>> Please provide packing list numer. >>>>>>> >>>>>>>
    Thanks >>>>>>> >>>>>>> Stanislaw Zydron >>>>>>> >>>>>>> Export & Logistics Operations
    >>>>>>> Supply Chain & Procurement >>>>>>> Motorola Solutions >>>>>>> e: [email protected]
    >>>>>>> >>>>>>> >>>>>>> >>>>>>> On Thu, Feb 1, 2024 at 1:45 PM Tamir Shwartz <
    >>>>>>> [email protected]> wrote: >>>>>>> >>>>>>>> Dear EMEA
    Team, >>>>>>>> >>>>>>>> Can you please send me the factory CI + PL for this order?
    >>>>>>>> >>>>>>>> >>>>>>>> >>>>>>>> *Thank you & B. Regards* >>>>>>>> *Tamir Shwartz*
    >>>>>>>> >>>>>>>> *Motorola Solutions Israel* >>>>>>>> *Export dept.* >>>>>>>>
    *Tel: 972-3-6256316* >>>>>>>> *Fax: 972-3-7642941* >>>>>>>> *Mobile: 972-54-6282015*
    >>>>>>>> [email protected] >>>>>>>> >>>>>>>> >>>>>>>> >>>>>>>>
    >>>>>>>>  --    *For more information on how and why we collect your personal  information,
    please visit our Privacy Policy  <https://www.motorolasolutions.com/en_us/about/privacy-policy.html?elqTrackId=8980d888905940e39a2613a7a3dcb0a7&elqaid=2786&elqat=2#privacystatement>.*'
- text: 'New Case - $63,557.36_MD_Direct_ST. JOHN''S COLLEGE_PO#121224.01_3010481722_QUOTE-2850805_EBS_3203604634
    / 04579062  Parent Case # 04579062'
- text: 'New Case - $20,710.44_AL_MR_KILLINGSWORTH COVE_PO#2024-00003251_1036612366_QUOTE-2590024_EBS_3203308056
    / 03757860  Parent Case # 03757860'
- text: '$0.00_TX_COMM_XCEL ENERGY_PO#UO_TX_XCEL ENERGY SPS 2022.1-MB3-PCT_1000401597_QUOTE-2729933_EBS_3203436688  OM
    please change the Shipment Priority to = Upgrade Operations 2024-07-29 12:05 -0500  Summary
    information is below: Customer: XCEL ENERGY Customer Number: 1000401597 Purchase
    Order Number: UO_ TX_XCEL ENERGY SPS 2022.1-MB3-PCT Total (excluding tax, shipping
    & handling): $0.00 Sales Person: Lela Montes Quote Number: QUOTE-2729933 Link
    to CPQ Quote: https://msicpq-prod.motorolasolutions.com/commerce/buyside/document.jsp?formaction=performAction&document_id=36244074&action_id=36244076&version_id=36317814&id=12693156110&bm_cm_process_id=36244034
    Internal Order Notes: OM please change the Shipment Priority to = Upgrade Operations   For
    more information on how and why we collect your personal information, please visit
    our Privacy Policy.'
metrics:
- accuracy
pipeline_tag: text-classification
library_name: setfit
inference: true
base_model: sentence-transformers/all-MiniLM-L6-v2
model-index:
- name: SetFit with sentence-transformers/all-MiniLM-L6-v2
  results:
  - task:
      type: text-classification
      name: Text Classification
    dataset:
      name: Unknown
      type: unknown
      split: test
    metrics:
    - type: accuracy
      value: 0.7384615384615385
      name: Accuracy
---

# SetFit with sentence-transformers/all-MiniLM-L6-v2

This is a [SetFit](https://github.com/huggingface/setfit) model that can be used for Text Classification. This SetFit model uses [sentence-transformers/all-MiniLM-L6-v2](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2) as the Sentence Transformer embedding model. A [LogisticRegression](https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html) instance is used for classification.

The model has been trained using an efficient few-shot learning technique that involves:

1. Fine-tuning a [Sentence Transformer](https://www.sbert.net) with contrastive learning.
2. Training a classification head with features from the fine-tuned Sentence Transformer.

## Model Details

### Model Description
- **Model Type:** SetFit
- **Sentence Transformer body:** [sentence-transformers/all-MiniLM-L6-v2](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2)
- **Classification head:** a [LogisticRegression](https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html) instance
- **Maximum Sequence Length:** 256 tokens
- **Number of Classes:** 12 classes
<!-- - **Training Dataset:** [Unknown](https://huggingface.co/datasets/unknown) -->
<!-- - **Language:** Unknown -->
<!-- - **License:** Unknown -->

### Model Sources

- **Repository:** [SetFit on GitHub](https://github.com/huggingface/setfit)
- **Paper:** [Efficient Few-Shot Learning Without Prompts](https://arxiv.org/abs/2209.11055)
- **Blogpost:** [SetFit: Efficient Few-Shot Learning Without Prompts](https://huggingface.co/blog/setfit)

### Model Labels
| Label                     | Examples                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        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| Change order              | <ul><li>'ORDERS TO REBOOK - GKN6270A  Hi,  Please rebook orders from GKN6270A to GKN6270B according to the information from belows link  https://docs.google.com/spreadsheets/d/1ebfiFWzXZMRcfPEvwpsYo84YpyWyMONkWt4LgPZY1ME/edit#gid=127702434   thank you in advance Best regards, Tomek  EMEA Delivery Management Motorola Solutions, Inc.  --    *For more information on how and why we collect your personal  information, please visit our Privacy Policy  <https://www.motorolasolutions.com/en_us/about/privacy-policy.html?elqTrackId=8980d888905940e39a2613a7a3dcb0a7&elqaid=2786&elqat=2#privacystatement>.*'</li><li>'ORDERS TO REBOOK - GKN6270A  Hi,  Please rebook orders from GKN6270A to GKN6270B according to the information from belows link  https://docs.google.com/spreadsheets/d/1ebfiFWzXZMRcfPEvwpsYo84YpyWyMONkWt4LgPZY1ME/edit#gid=127702434   thank you in advance Best regards, Tomek  EMEA Delivery Management Motorola Solutions, Inc.  --    *For more information on how and why we collect your personal  information, please visit our Privacy Policy  <https://www.motorolasolutions.com/en_us/about/privacy-policy.html?elqTrackId=8980d888905940e39a2613a7a3dcb0a7&elqaid=2786&elqat=2#privacystatement>.*'</li><li>'New Case - $852.00_NJ_MR_WIRELESS COMMUNICATIONS AND ELECTRONICS INC_NEW JERSEY DEPT FORESTRY_PO#CREDIT CARD_1035091769_QUOTE-2628813_EBS_3203339802 / 03902119  Parent Case # 03902119'</li></ul>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          |
| Delivery (status)         | <ul><li>"TR: Sales_Order_Acknowledgement - Customer PO# BCF15771 SO# 2100459823  Bonjour Urszula,  Serait-il possible d'avoir une date de livraison pour les 17 pcs RMN5123 ? Je ne vois rien dans Partner shop. Merci d'avance.  Cordialement,    Sébastien GUICHARD\xa0\xa0\xa0\xa0Service Logistique +33 1 48 46 06 06\xa0\xa0\xa0 22 rue Gutenberg 93000 Bobigny \xa0Linkedin\xa0\xa0\xa0\xa0\xa0\xa0Website    -----Message d'origine----- De\xa0: Oracle_Applications[email protected] <[email protected]>  Envoyé\xa0: vendredi 20 octobre 2023 14:15 À\xa0: [email protected]; Nathalie HERVY SEGALA <[email protected]>; [email protected]; Sébastien GUICHARD <[email protected]>; Alexia TULOUP <[email protected]>; Nicolas HORVAT <[email protected]> Objet\xa0: Sales_Order_Acknowledgement - Customer PO# BCF15771 SO# 2100459823  Dear Customer,  Please find attached the SO acknowledgement for the order referenced above.  Please do not reply to this email. If you have any queries about this Sales Order Acknowledgement please use the contact information in the document.  Kind Regards, Motorola Solutions Central Order Management Team  --    *For more information on how and why we collect your personal  information, please visit our Privacy Policy  <https://www.motorolasolutions.com/en_us/about/privacy-policy.html?elqTrackId=8980d888905940e39a2613a7a3dcb0a7&elqaid=2786&elqat=2#privacystatement>.*"</li><li>"Re: Shipment for ARISTEL, Pardubice / Czech Republic - PL # 9110760280/ SO # 2100482629(PO#1HAU) #AJ  DHL AWB  8469914121   *Daniel Setradharma* BC Cargo In-House Team / Shiftleader Motorola/CTDI Alsdorf Konrad - Zuse - Str. 37 52477 Alsdorf +49(0)2404-67556225 [email protected]   Am Mi., 7. Feb. 2024 um 12:07 Uhr schrieb EMEA Export Team PL < [email protected]>:  > Dear Colleagues, > > Please find attached the packing list, invoice and COO for the a.m. order. > > Reference type Number # > Export ref > Forwarder DHL > Service type ECONOMY > Courier account # > Contact name & number *Klara Herinkova,  + 420 466 857 130 * > DANGEROUS GOODS NO > DANGEROUS GOODS CLASS/ GROUP > To mention on AWB *PO#*1HAU > Special instructions > Purchase Order 1HAU > MSI Packing list 9110760280 > MSI Sales Order 2100482629 > > Best regards, > *Anna Jurkowska* > Export & Logistics Operations > Supply Chain & Procurement > Motorola Solutions > e: [email protected] > > > This email and any attachments are for the authorized recipient's use > only. If you receive this email in error, please immediately delete it from > your system and notify the sender. You must not disclose, print, > re-transmit, store, copy or rely on any part of this email and any > attachments if you are not the authorized recipient. This email and any > attachments are confidential and may contain confidential information > and/or copyright material of Motorola Solutions, Inc. >  --    *For more information on how and why we collect your personal  information, please visit our Privacy Policy  <https://www.motorolasolutions.com/en_us/about/privacy-policy.html?elqTrackId=8980d888905940e39a2613a7a3dcb0a7&elqaid=2786&elqat=2#privacystatement>.*"</li><li>"TR: SAV AES MOTOTRBO R2 UHF NKP PNI502C  Bonjour,  Ci-joint une demande d'exchange suite à une panne au déballage pour notre partner AES.  Merci de votre retour sur la suite à donner.  Cordialement,  [cid:[email protected]]  Gaelle SEGALA    Gestionnaire Service Après-Vente +33 1 48 88 50 13<tel:+33148885013> 2, rue Pasquier 75008 Paris [cid:[email protected]] Linkedin<https://urldefense.proofpoint.com/v2/url?u=https-3A__www.linkedin.com_company_aliscom_-3FviewAsMember-3Dtrue_&d=DwIFAw&c=q3cDpHe1hF8lXU5EFjNM_C93KOmcBXCBnhee2v6PYlc&r=2mKf7-g2CdjIF3iNuQfS-STZEDYCdcmHwlERj5sqnjM7H9_PYRwx0hgrWuts_M6T&m=LwF7ze0plB2ha6UUn6Dwf9JqafRG-bxRJ49KCOV3FNwll4cFRbPXIN-CLlyvGCK5&s=A7AZZQmBCHwjPkUOqwka-OtcnPzpQLt4mSAZAVd1MQo&e= >     [cid:[email protected]]  Website<https://urldefense.proofpoint.com/v2/url?u=https-3A__www.aliscom.com_&d=DwIFAw&c=q3cDpHe1hF8lXU5EFjNM_C93KOmcBXCBnhee2v6PYlc&r=2mKf7-g2CdjIF3iNuQfS-STZEDYCdcmHwlERj5sqnjM7H9_PYRwx0hgrWuts_M6T&m=LwF7ze0plB2ha6UUn6Dwf9JqafRG-bxRJ49KCOV3FNwll4cFRbPXIN-CLlyvGCK5&s=YCTxw5AsG_-xNEGbUOXIoqp2jUzhW3AhkyC5SskpaSo&e= >      --    *For more information on how and why we collect your personal  information, please visit our Privacy Policy  <https://www.motorolasolutions.com/en_us/about/privacy-policy.html?elqTrackId=8980d888905940e39a2613a7a3dcb0a7&elqaid=2786&elqat=2#privacystatement>.*"</li></ul>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  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| ERA/RMA                   | <ul><li>'Fwd: Need Help Please!!!!!!!!  Hi Team,  An ERA was submitted last wednesday, January 3rd associated with Order # 3203077704 by the Town of Oak Island. The form is attached. Would you please provide us with an ERA # as soon as possible so that we can place the reorder?  Thank you!  Best,  Mike  ---------- Forwarded message --------- From: Mike Cavalluzzi <[email protected]> Date: Mon, Jan 8, 2024 at 10:25\u202fAM Subject: RE: Need Help Please!!!!!!!! To: Kristin Donovan <[email protected]>, [email protected] < [email protected]>, Clarissa Clark < [email protected]> Cc: Joseph Knox <[email protected]>, Kate Koch < [email protected]>, Paula Sauls <[email protected]>   Michael,    It looks like you are the back up for Clarissa.  Can you please check and see if you can get an ERA number for this.  We need to get the replacement shipped ASAP.    Mike Cavalluzzi  Motorola MR-Southeastern NC  SCADA Technical Sales Exec  510.1 ERRC Specialist  Cell-910-279-2044  Office-910-452-1779  [email protected]    *From:* Mike Cavalluzzi *Sent:* Monday, January 8, 2024 11:06 AM *To:* Kristin Donovan <[email protected]>; Clarissa Clark <[email protected]> *Cc:* Joseph Knox <[email protected]>; Kate Koch < [email protected]>; Paula Sauls <[email protected]> *Subject:* RE: Need Help Please!!!!!!!!    Any update on this one yet?  I really got to get those new kits shipped.    Thanks,    Mike Cavalluzzi  Motorola MR-Southeastern NC  SCADA Technical Sales Exec  510.1 ERRC Specialist  Cell-910-279-2044  Office-910-452-1779  [email protected]    *From:* Mike Cavalluzzi <[email protected]> *Sent:* Friday, January 5, 2024 3:41 PM *To:* Kristin Donovan <[email protected]>; Clarissa Clark <[email protected]> *Cc:* Joseph Knox <[email protected]>; Kate Koch < [email protected]>; Paula Sauls <[email protected]> *Subject:* RE: Need Help Please!!!!!!!!    Clarissa,    Anything on this yet.    Mike Cavalluzzi  Motorola MR-Southeastern NC  SCADA Technical Sales Exec  510.1 ERRC Specialist  Cell-910-279-2044  Office-910-452-1779  [email protected]    *From:* Kristin Donovan <[email protected]> *Sent:* Thursday, January 4, 2024 11:25 AM *To:* Clarissa Clark <[email protected]> *Cc:* Joseph Knox <[email protected]>; Kate Koch < [email protected]>; Mike Cavalluzzi <[email protected]>; Paula Sauls <[email protected]> *Subject:* Re: Need Help Please!!!!!!!!   *Notice: External Email - Proceed with Caution*  Just following up to see if we have an ERA number.  *Kristin Donovan * Area Sales Manager - North Carolina Motorola Solutions, Inc. *M.  *910-777-8555 *E.  *[email protected] *Find Me on LinkedIn <https://urldefense.proofpoint.com/v2/url?u=https-3A__www.linkedin.com_in_kristin-2Dmears-2Ddonovan-2D3a49a818_&d=DwMGaQ&c=q3cDpHe1hF8lXU5EFjNM_C93KOmcBXCBnhee2v6PYlc&r=yAxKjic0mFUASTpuvu2fnsqV92FWj0pCn_bZAW6l0-3JDMmTqvME2b3KXPv9tUhn&m=jXgLKAPlZBmeRML0xIhuJn83FefpLz_q7wuEQfqJXDMcOc9srnnm3pjgB08Sq8m3&s=r4RrTFaRHAK7yuarvr37nkjlIa4dLGyQLn7ixXkiOxE&e=>*  [image: Your Custom Radio Recommendation Awaits. Experience The Best Of APX. Get Started Now.] <https://signatures.motorolasolutions.com/uc/5e72890f860b683af85a88ac/c_63b876644a309a001844f665/b_63b877246dc9f20076f89c61>      On Wed, Jan 3, 2024 at 9:50\u202fAM Clarissa Clark < [email protected]> wrote:  Thank you! I will send the ERA number as soon as it is available.     Clarissa Clark  Customer Engagement Specialist T4E (NC)  [email protected]  M: 847.846.6434        On Wed, Jan 3, 2024 at 6:23\u202fAM Kristin Donovan < [email protected]> wrote:  Clarissa,    This ERA is approved. Once you have the ERA# please send it to me so I can get Jimmy Gentile’s approval for a pre shipment on the replacement kits.    Thank you!  *Kristin Donovan * Area Sales Manager - North Carolina Motorola Solutions, Inc. *M.  *910-777-8555 *E.  *[email protected] *Find Me on LinkedIn <https://urldefense.proofpoint.com/v2/url?u=https-3A__www.linkedin.com_in_kristin-2Dmears-2Ddonovan-2D3a49a818_&d=DwMGaQ&c=q3cDpHe1hF8lXU5EFjNM_C93KOmcBXCBnhee2v6PYlc&r=yAxKjic0mFUASTpuvu2fnsqV92FWj0pCn_bZAW6l0-3JDMmTqvME2b3KXPv9tUhn&m=jXgLKAPlZBmeRML0xIhuJn83FefpLz_q7wuEQfqJXDMcOc9srnnm3pjgB08Sq8m3&s=r4RrTFaRHAK7yuarvr37nkjlIa4dLGyQLn7ixXkiOxE&e=>*  [image: Your Custom Radio Recommendation Awaits. Experience The Best Of APX. Get Started Now.] <https://signatures.motorolasolutions.com/uc/5e72890f860b683af85a88ac/c_63b876644a309a001844f665/b_63b877246dc9f20076f89c61>      On Tue, Jan 2, 2024 at 3:57\u202fPM Mike Cavalluzzi <[email protected]> wrote:  Kristin,    Here is the era for kits we discussed.  Please see about getting the new ones shipped asap.    Thanks,    Mike Cavalluzzi  Motorola MR-Southeastern NC  SCADA Technical Sales Exec  510.1 ERRC Specialist  Cell-910-279-2044  Office-910-452-1779  [email protected]    *From:* Mike Cavalluzzi *Sent:* Tuesday, January 2, 2024 3:34 PM *To:* Kristin Donovan ([email protected]) < [email protected]> *Cc:* Clarissa Clark <[email protected]>; Paula Sauls < [email protected]>; Joseph Knox < [email protected]> *Subject:* Need Help Please!!!!!!!!    Hey everyone,    I need some help with an already pissed customer for other radio issues.  I ordered Oak Island PD two retro kits back in August that they just received.  I made an error and ordered the kits for the AN model and didn’t see the BN kit option.  It took 4 months for them and now they just found out they don’t work.  Can you please get me two  H1938A here as soon as possible.    Thanks,      Mike Cavalluzzi  Motorola MR-Southeastern NC  SCADA Technical Sales Exec  510.1 ERRC Specialist  Cell-910-279-2044  Office-910-452-1779  [email protected]      *Disclaimer*  “The information contained in this communication from Mobile Communications America, Inc. is confidential. It is intended solely for use by the recipient and others authorized to receive it. If you are not the intended recipient, you are hereby notified that any disclosure, copying, distribution or taking action in relation of the contents of this information is strictly prohibited and may be unlawful.”    *For more information on how and why we collect your personal information, please visit our **Privacy Policy <https://www.motorolasolutions.com/en_us/about/privacy-policy.html?elqTrackId=8980d888905940e39a2613a7a3dcb0a7&elqaid=2786&elqat=2#privacystatement>.*   *Disclaimer*  “The information contained in this communication from Mobile Communications America, Inc. is confidential. It is intended solely for use by the recipient and others authorized to receive it. If you are not the intended recipient, you are hereby notified that any disclosure, copying, distribution or taking action in relation of the contents of this information is strictly prohibited and may be unlawful.”   --  Michael McGinley Customer Engagement Specialist (South Carolina) *Motorola Solutions * Phone: 1.312.505.5083 E: [email protected]  --    *For more information on how and why we collect your personal  information, please visit our Privacy Policy  <https://www.motorolasolutions.com/en_us/about/privacy-policy.html?elqTrackId=8980d888905940e39a2613a7a3dcb0a7&elqaid=2786&elqat=2#privacystatement>.*'</li><li>'Order Return  To whom it may concern, I am just following up on this to ensure we get the credit. When I look at my Customer Hub online, it still shows "Processing" on the return (Confirmation# 3203208784). I show the parts were delivered 1/9 at Motorola. I understand it takes some time to process but just doing my due diligence.  FedEx Tracking# 028123312676193 Shipped to: Motorola Solutions Inc Motorola Returned Goods 2222 Galvin Dr Elgin, IL 60124  Original Order Info: Account# 1011512218 Order# 3203162517 PO# 1123PD23-1   Brian Lewis  Radio Technician Steuben County Office of Emergency Services 3 East Pulteney Square Bath, NY 14810  Office: (607) 664-2910 Cell: (607) 769-6617 Fax: (607) 776-3334  This email, and any attachments to it, is confidential and may be legally privileged. It is intended for use by the individual or entity named on the email. If the reader of this email is not the intended recipient, or employee or agent responsible for delivery to the intended recipient, you must not read, use, copy or disseminate the information. Any unauthorized use is strictly prohibited. If you have received this communication in error, please delete and destroy this communication immediately and notify the sender by "reply" or phone of the error. No responsibility is accepted by Steuben County for any loss or damage arising in any way from receipt of this message.   IMPORTANT NOTICE: This email, and any attachments to it, is confidential and may be legally privileged and protected by law. It is intended for use by the individual or entity named on the email. If the reader of this email is not the intended recipient, or employee or agent responsible for delivery to the intended recipient, you must not read, use, copy or disseminate the information. Any unauthorized use is strictly prohibited. If you have received this communication in error, please delete and destroy this communication immediately and notify the sender by "reply" or phone of the error. No responsibility is accepted by Steuben County for any loss or damage arising in any way from receipt of this message.  --    *For more information on how and why we collect your personal  information, please visit our Privacy Policy  <https://www.motorolasolutions.com/en_us/about/privacy-policy.html?elqTrackId=8980d888905940e39a2613a7a3dcb0a7&elqaid=2786&elqat=2#privacystatement>.*'</li><li>'Re: ERA Case #03781059 has been created - Fwd: ERA  Hi Cofera Tracking this down, did it arrive, is there a credit?  Case #03781059 has been created - Fwd: ERA    Tim Culberson  Customer Engagement Specialist  Texas and Oklahoma  [email protected]  Cell: 469-525-9928  WatchGuard Specialist Since 2017    Motorola Radios <https://namrinfo.motorolasolutions.com/two-way-radios-landing-site?gad_source=1&gclid=Cj0KCQjwwYSwBhDcARIsAOyL0fhUjOTJbOxuQJEJuPE7QacWyo6Znz0pNOPcrnvvheDVrAWwiCUfOe0aAlH9EALw_wcB> Body Worn Cameras <https://www.motorolasolutions.com/en_us/video-security-access-control/body-worn-cameras/police.html> Cyber <https://www.motorolasolutions.com/en_us/managed-support-services/cybersecurity.html> Security <https://www.motorolasolutions.com/en_us/managed-support-services/cybersecurity.html> Avigilon Fixed Video & Access Control <https://www.motorolasolutions.com/en_us/video-security-access-control.html> CAD/Records/RMS/Jail <https://www.motorolasolutions.com/en_us/products/command-center-software/public-safety-software/voice-and-computer-aided-dispatch.html> LPR <https://www.motorolasolutions.com/en_us/video-security-access-control/license-plate-recognition-camera-systems.html> Real Time Crime Center <https://www.motorolasolutions.com/en_us/products/command-center-software/public-safety-software/real-time-intelligence-operations/montgomery-county-case-study.html?gad_source=1&gclid=Cj0KCQjwwYSwBhDcARIsAOyL0fj5I3O5ULnQ5JIX2W1ox7Sm8O73Rf6l2DlDaXP9jzlK2g-cNcSHptgaAvBtEALw_wcB> Drone Software <https://www.motorolasolutions.com/en_us/video-security-access-control/drones/cape-drone-software.html?gad_source=1&gclid=Cj0KCQjwwYSwBhDcARIsAOyL0fiu-QWo8tWDz0dZdUyJx50iw9-NQR1zIFp83vgRfJ_zNmvjzuQchjMaAoN5EALw_wcB> Callyo <https://callyo.com/> RAVE Panic Button <https://www.ravemobilesafety.com/> DAS & BDA Systems (Repeater) <https://www.motorolasolutions.com/content/dam/msi/docs/dt/services/das_solution_brief.pdf>   School Safety <https://www.motorolasolutions.com/en_us/solutions/education.html>     On Thu, Apr 11, 2024 at 2:33\u202fPM Tim Culberson < [email protected]> wrote:  > Cofera > Good afternoon > please see attached ERA and ASM Approval for Bearcom PD for benefit of > Saline PD in Oklahoma > > > > > > > > > > > Tim Culberson > > Customer Engagement Specialist > > Texas and Oklahoma > > [email protected] > > Cell: 469-525-9928 > > WatchGuard Specialist Since 2017 > > MSI Body & Car Cameras  <http://www.watchguardvideo.com/> > > Motorola Solutions Radio  <http://www.motorolasolutions.com/> > > Vigilant Solutions LPR  <http://www.vigilantsolutions.com/> > > Avigilon Fixed Video Solutions <http://www.avigilon.com/> > > [image: LEARN MORE] > > > ---------- Forwarded message --------- > From: Tim Culberson <[email protected]> > Date: Thu, Apr 11, 2024 at 2:27\u202fPM > Subject: Fwd: ERA > To: Chris Matthieu <[email protected]> > > > Could you approve the attached ERA for MR Bearcom for Salina PD in OK. > Wrong equipment was ordered > > > > > > > > > > Tim Culberson > > Customer Engagement Specialist > > Texas and Oklahoma > > [email protected] > > Cell: 469-525-9928 > > WatchGuard Specialist Since 2017 > > MSI Body & Car Cameras  <http://www.watchguardvideo.com/> > > Motorola Solutions Radio  <http://www.motorolasolutions.com/> > > Vigilant Solutions LPR  <http://www.vigilantsolutions.com/> > > Avigilon Fixed Video Solutions <http://www.avigilon.com/> > > [image: LEARN MORE] > > > ---------- Forwarded message --------- > From: Alexander Wilson <[email protected]> > Date: Thu, Apr 11, 2024 at 1:58\u202fPM > Subject: RE: ERA > To: Tim Culberson <[email protected]> > Cc: [email protected] < > [email protected]> > > > Tim: > > > > My apologies, I sent the wrong attachment. > > > > *From:* Tim Culberson <[email protected]> > *Sent:* Thursday, April 11, 2024 1:53 PM > *To:* Alexander Wilson <[email protected]> > *Cc:* [email protected] > *Subject:* Re: ERA > > > > Hi Alex > > Can I have you fill out the attached form please. Tab 2 the ERA Request > Form. > > > > > > > > > > > > > > > > > > > > *Tim Culberson * > > *Customer Engagement Specialist* > > *Texas and Oklahoma * > > *[email protected]* > <[email protected]> > > *Cell: 469-525-9928 * > > *WatchGuard Specialist Since 2017* > > > > MSI Body & Car Cameras  <http://www.watchguardvideo.com/> > > Motorola Solutions Radio  <http://www.motorolasolutions.com/> > > Vigilant Solutions LPR  <http://www.vigilantsolutions.com/> > > Avigilon Fixed Video Solutions <http://www.avigilon.com/> > > > > *[image: LEARN MORE]* > > > > > > On Thu, Apr 11, 2024 at 1:34\u202fPM Alexander Wilson < > [email protected]> wrote: > > Tim: > > > > > > Please see attached ERA for the Town of Salina. > > > > > > > > > > *For more information on how and why we collect your personal information, > please visit our **Privacy Policy > <https://www.motorolasolutions.com/en_us/about/privacy-policy.html?elqTrackId=8980d888905940e39a2613a7a3dcb0a7&elqaid=2786&elqat=2#privacystatement>.* >  --    *For more information on how and why we collect your personal  information, please visit our Privacy Policy  <https://www.motorolasolutions.com/en_us/about/privacy-policy.html?elqTrackId=8980d888905940e39a2613a7a3dcb0a7&elqaid=2786&elqat=2#privacystatement>.*'</li></ul> |
| Expedite                  | <ul><li>'Fwd: New Order _PO# IT83090730 (NEOCOM SOFTWARE CORPORATION) / SO# 2100474564  Hi, Mateusz  License has been processed  BRISTOL AIRPORT PC HW ID: E882-CEE0-E1B2-6D03-F45B Dealer: XEVA LTD  Best regards, Tanya Order Scheduling  --    *For more information on how and why we collect your personal  information, please visit our Privacy Policy  <https://www.motorolasolutions.com/en_us/about/privacy-policy.html?elqTrackId=8980d888905940e39a2613a7a3dcb0a7&elqaid=2786&elqat=2#privacystatement>.*'</li><li>"Fwd: Airsys Europe BV New Order _PO# IT83090954 (NEOCOM SOFTWARE CORPORATION) / SO# 2100477581  Hi, Team License has been processed  End user:  FORCES FRANCAISES EN COTE D'IVOIRE  PC HW ID:  c0b38d9b-4414-4281-ae2a-28e3a8dcee9c  Dealer:  Airsys Europe BV  Best regards, Tanya Order Scheduling  --    *For more information on how and why we collect your personal  information, please visit our Privacy Policy  <https://www.motorolasolutions.com/en_us/about/privacy-policy.html?elqTrackId=8980d888905940e39a2613a7a3dcb0a7&elqaid=2786&elqat=2#privacystatement>.*"</li><li>'Closed Case Response: Case #: 03306170  Parent Case # 03306170'</li></ul>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 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| Finance                   | <ul><li>"Fwd: 2024 Purchasing & Payment Guide  Hi Anita and the team,  Find file attached with the most current Purchasing & Payment Guide which includes new order cancellation terms (section 2.3).  Thank you, Piotr  ---------- Forwarded message --------- From: Hannah Maskell <[email protected]> Date: Fri, Jan 5, 2024 at 5:10\u202fPM Subject: 2024 Purchasing & Payment Guide To: Piotr Kopkowicz <[email protected]>, Tanya Vasylevska <[email protected]>   Hi Piotr & Tanya,  Happy New Year!  As requested, please find attached the 2024 Purchasing & Payment Guide. Order Cancellation terms are at section 2.3.  Thanks! Hannah  Hannah Maskell (she/her)  Channel Operations Specialist m: +447739866974    Motorola Solutions UK Limited  Registered Office: Nova South, 160 Victoria Street, London, SW1E 5LB, United Kingdom.  Reg. No.: 912182 - England. VAT No.: GB260311213. Private Limited Company.  This email and any attachments are for the authorized recipient's use only. If you receive this email in error, please immediately delete it from your system and notify the sender. You must not disclose, print, re-transmit, store, copy or rely on any part of this email and any attachments if you are not the authorized recipient. This email and any attachments are confidential and may contain confidential information and/or copyright material of Motorola Solutions, Inc.  --    *For more information on how and why we collect your personal  information, please visit our Privacy Policy  <https://www.motorolasolutions.com/en_us/about/privacy-policy.html?elqTrackId=8980d888905940e39a2613a7a3dcb0a7&elqaid=2786&elqat=2#privacystatement>.*"</li><li>'Closed Case Response: Case #: 03399502  Parent Case # 03399502'</li><li>'RE: Case #03334732 has been created - RE: Your Motorola Solutions Order Confirmation Number EC110655546 for PO Number PO-001717-1  Dear Ahmad,   Payment recived:    Dear OM,   Order 2100469330 is now released.   Thanks,  Iza   Regards,  Izabela Halikowska Account Receivable Specialist Motorola Solutions Inc. Phone:   For more information on how and why we collect your personal information, please visit our Privacy Policy.'</li></ul>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             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| Order                     | <ul><li>'New Case - $45,674.02_OR_MR_DAY WIRELESS_WINSTON POLICE DEPT_PO#RMA#3203513205 / CASE# 04308238_1011827899_QUOTE-2777849_EBS / SO# 3203562666 / 04465450  Parent Case # 04465450'</li><li>'$3,976.56_IN_Direct_BP PRODUCTS NORTH AMERICA_PO#3001192251_1000751190_QUOTE-2588957_EBS_3203305577  2024-04-04 14:17 -0500  Summary information is below: Customer: BP PRODUCTS NORTH AMERICA Customer Number: 1000751190 Purchase Order Number: 3001192251 Total (excluding tax, shipping & handling): $3,976.56 Sales Person: Lisa Dumoulin Quote Number: QUOTE-2588957 Link to CPQ Quote: https://msicpq-prod.motorolasolutions.com/commerce/buyside/document.jsp?formaction=performAction&document_id=36244074&action_id=36244076&version_id=36317814&id=11823138976&bm_cm_process_id=36244034 Internal Order Notes:   For more information on how and why we collect your personal information, please visit our Privacy Policy.'</li><li>"$368,020.58_IL_Direct_BELVIDERE POLICE DEPT_PO#NTP_1000316100_QUOTE-2699183_EBS_3203402552  bill per PO... Had to use the cloned quote due to technical issues with the other quote, that is why the quote number doesnt match the NTP.  It is the same exact quote as: QUOTE-2520668 2024-06-28 15:31 -0500  Summary information is below: Customer: BELVIDERE POLICE DEPT Customer Number: 1000316100 Purchase Order Number: NTP Total (excluding tax, shipping & handling): $368,020.58 Sales Person: Maggie O'Brien Quote Number: QUOTE-2699183 Link to CPQ Quote: https://msicpq-prod.motorolasolutions.com/commerce/buyside/document.jsp?formaction=performAction&document_id=36244074&action_id=36244076&version_id=36317814&id=12473525335&bm_cm_process_id=36244034 Internal Order Notes: bill per PO... Had to use the cloned quote due to technical issues with the other quote, that is why the quote number doesnt match the NTP.  It is the same exact quote as: QUOTE-2520668   For more information on how and why we collect your personal information, please visit our Privacy Policy."</li></ul>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 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| Order Information Request | <ul><li>"R: order confirmation EC109613341- shipment required - risk of penalty  Ciao Sirio,    grazie per il supporto.  Matteo   Da: Sirio Magliocca <[email protected]> Inviato: mercoledì 31 gennaio 2024 08:31 A: [email protected] Cc: [email protected]; orders south <[email protected]> Oggetto: RE: order confirmation EC109613341- shipment required - risk of penalty  Cia Matteo, ti allego una lettera che da indicazione di possibili consegne a supporto verso il vostro cliente. saluti  Regards, Sirio Magliocca  From: Sirio Magliocca <[email protected]<mailto:[email protected]>> Sent: martedì 30 gennaio 2024 11:50 To: '[email protected]<mailto:[email protected]>' <[email protected]<mailto:[email protected]>> Cc: '[email protected]<mailto:[email protected]>' <[email protected]<mailto:[email protected]>>; 'orders south' <[email protected]<mailto:[email protected]>> Subject: RE: order confirmation EC109613341- shipment required - risk of penalty  Ciao Matteo, vedi di seguito un aggiornamento, :  The first 12u out of 35u, we already have in transit to DE2 - I can assume that the material will arrive next week - and I also received an approval for the next 5u - working on it - the balance from the supplier will be available in Apr as of now.  Vi tengo informati,  Regards, Sirio Magliocca  From: Sirio Magliocca <[email protected]<mailto:[email protected]>> Sent: lunedì 29 gennaio 2024 10:33 To: '[email protected]<mailto:[email protected]>' <[email protected]<mailto:[email protected]>>; orders south <[email protected]<mailto:[email protected]>> Cc: '[email protected]<mailto:[email protected]>' <[email protected]<mailto:[email protected]>> Subject: RE: order confirmation EC109613341- shipment required - risk of penalty  Ciao Matteo, scusaci ma la suply chain sta investigando con il supplier, speriamo di avere buone nuove a breve. Grazie per la comprensione.  Regards, Sirio Magliocca  From: [email protected]<mailto:[email protected]> <[email protected]<mailto:[email protected]>> Sent: lunedì 29 gennaio 2024 09:13 To: Sirio Magliocca <[email protected]<mailto:[email protected]>>; orders south <[email protected]<mailto:[email protected]>> Cc: [email protected]<mailto:[email protected]> Subject: R: order confirmation EC109613341- shipment required - risk of penalty  Good morning,   is there any update?  Grazie   Matteo   Da: Sirio Magliocca <[email protected]<mailto:[email protected]>> Inviato: martedì 16 gennaio 2024 12:22 A: [email protected]<mailto:[email protected]>; orders south <[email protected]<mailto:[email protected]>> Cc: [email protected]<mailto:[email protected]> Oggetto: RE: order confirmation EC109613341- shipment required - risk of penalty  Dear Matteo, we are investigating internally about the best we can handle, keep you posted soon.   Regards, Sirio Magliocca  From: [email protected]<mailto:[email protected]> <[email protected]<mailto:[email protected]>> Sent: lunedì 15 gennaio 2024 17:11 To: orders south <[email protected]<mailto:[email protected]>> Cc: Sirio Magliocca <[email protected]<mailto:[email protected]>>; [email protected]<mailto:[email protected]> Subject: GEG: order confirmation EC109613341- shipment required - risk of penalty  Ciao Monika,    pls do your best to speed up the shipment of the remaining 35 pcs of PMPN4613A.  PO date is APRIL 2023.  [cid:[email protected]]  We need them by end of February or we run into penalty!!!!  Thank you for your support  KR   Matteo   For more information on how and why we collect your personal information, please visit our Privacy Policy<https://www.motorolasolutions.com/en_us/about/privacy-policy.html?elqTrackId=8980d888905940e39a2613a7a3dcb0a7&elqaid=2786&elqat=2#privacystatement>.   For more information on how and why we collect your personal information, please visit our Privacy Policy<https://www.motorolasolutions.com/en_us/about/privacy-policy.html?elqTrackId=8980d888905940e39a2613a7a3dcb0a7&elqaid=2786&elqat=2#privacystatement>.  --    *For more information on how and why we collect your personal  information, please visit our Privacy Policy  <https://www.motorolasolutions.com/en_us/about/privacy-policy.html?elqTrackId=8980d888905940e39a2613a7a3dcb0a7&elqaid=2786&elqat=2#privacystatement>.*"</li><li>'GEG: order confirmation EC109613341- shipment required - risk of penalty  Ciao Monika,    pls do your best to speed up the shipment of the remaining 35 pcs of PMPN4613A.  PO date is APRIL 2023.  [cid:[email protected]]  We need them by end of February or we run into penalty!!!!  Thank you for your support  KR   Matteo  --    *For more information on how and why we collect your personal  information, please visit our Privacy Policy  <https://www.motorolasolutions.com/en_us/about/privacy-policy.html?elqTrackId=8980d888905940e39a2613a7a3dcb0a7&elqaid=2786&elqat=2#privacystatement>.*'</li><li>"AIRADIO PRAGUE, Prague /// PL # 9110600855 // SO # 2100450027 // PO# CP6361S # AJ  Dear Colleagues,  Please find attached the packing lists and invoices for the a.m. order.  Reference type Number # Export ref Forwarder DHL Service type ECONOMY Courier account # Contact name & number *Martin Krucek, tel.: +420 251 001 920* DANGEROUS GOODS NO DANGEROUS GOODS CLASS/ GROUP To mention on AWB *PO #*  CP6361S Purchase Order   CP6361S MSI Packing list 9110600855 MSI Sales Order   2100450027  Best regards, *Anna Jurkowska* Export & Logistics Operations Supply Chain & Procurement Motorola Solutions e: [email protected]   This email and any attachments are for the authorized recipient's use only. If you receive this email in error, please immediately delete it from your system and notify the sender. You must not disclose, print, re-transmit, store, copy or rely on any part of this email and any attachments if you are not the authorized recipient. This email and any attachments are confidential and may contain confidential information and/or copyright material of Motorola Solutions, Inc.  --    *For more information on how and why we collect your personal  information, please visit our Privacy Policy  <https://www.motorolasolutions.com/en_us/about/privacy-policy.html?elqTrackId=8980d888905940e39a2613a7a3dcb0a7&elqaid=2786&elqat=2#privacystatement>.*"</li></ul>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       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| Other                     | <ul><li>"$_FL_Internal_Motorola Solutions_4808  Hi - I just wanted to make sure this order is being entered.  Thanks.  *Anatoly Delm* Director, Product Marketing, Critical Communications *Motorola Solutions*       On Fri, Sep 27, 2024 at 4:36\u202fPM Anatoly Delm < [email protected]> wrote:  > Hi, > > That's because it was a link to a spreadsheet > <https://docs.google.com/spreadsheets/d/14XV2EMX2x-S__UgSceHsU3ln8mYPPeiwaeIx5LsVdqQ/edit?usp=sharing>. > I'm trying to order 149 items and didn't want to fill out the same form 15 > times. > > The spreadsheet has complete part numbers. > > Thanks, > >   -- Anatoly > > *Anatoly Delm* > Director, Product Marketing, Critical Communications > *Motorola Solutions* > > > > > > > On Fri, Sep 27, 2024 at 3:38\u202fPM RPA Bot <[email protected]> > wrote: > >> Hello, >> >> Please note order item(s)# SEE is/are invalid and cannot be found in the >> system. >> >> Thank you, >> OM Team > >  --    *For more information on how and why we collect your personal  information, please visit our Privacy Policy  <https://www.motorolasolutions.com/en_us/about/privacy-policy.html?elqTrackId=8980d888905940e39a2613a7a3dcb0a7&elqaid=2786&elqat=2#privacystatement>.*"</li><li>'RE: Case #04528447 has been created- $17,096.58_GA_MR_AUGUSTA COMMUNICATIONS INC_STLC_BLYTHE, CITY OF__PO#NTP LETTER_1036702282_QUOTE-2889930_EBS  THE TOTAL NEEDS TO BE $16954.65 SAME AS PO, CAN WE TAKE OFF PROGRAMMING PRICE OR CANCELL ORDER AND START OVER, THANKS  From: [email protected] <[email protected]> On Behalf Of Customer Master Data (CMD) Team Sent: Tuesday, November 26, 2024 8:54 AM To: Spiro Papadopoulos <[email protected]> Subject: Case #04528447 has been created- $17,096.58_GA_MR_AUGUSTA COMMUNICATIONS INC_STLC_BLYTHE, CITY OF__PO#NTP LETTER_1036702282_QUOTE-2889930_EBS   Notification [Motorola Solutions]<https://www.motorolasolutions.com/>  Thank you for contacting Customer Master Data Team!  We have received your email and case number 04528447 has been generated to track your request. Further updates will follow.  *For any additional information about this case please reply to this email.  IMPORTANT NOTICE: This address - [email protected]<mailto:[email protected]> - is ONLY for case creation. DO NOT copy this email address for ANY other requests. For further assistance please contact [email protected]<mailto:[email protected]>.  Regards, Customer Master Data Team Motorola Solutions Inc.    [http://images.campaignresources.motorolasolutions.com/EloquaImages/clients/MotorolaSolutionsInc/%7b42eb415b-aa6a-4de2-870e-b9ba2ada2598%7d_footer-scape_Light_Blue.gif]  Motorola Solutions [Linkedin] Community  Join our LinkedIn Group for exclusive insights ><https://urldefense.proofpoint.com/v2/url?u=https-3A__www.linkedin.com_groups_Motorola-2DSolutions-2DCommunity-2D3749993_about&d=DwIFAg&c=q3cDpHe1hF8lXU5EFjNM_C93KOmcBXCBnhee2v6PYlc&r=9rqovOreO0vi7fcvHoadGHWyCmyjI8LsXiKRwAFhbNr3afeLTiIJTwEtjedY9Of9&m=o8lwQJPG_3xocg2liuix5dOSVQXcIjixbL2QyZ-N1zdmFHthRLXNI6yqyqWIvjjz&s=e_yR6xJH_UrFj5GIrL_hKDs4AFzlGS_IMV7x4YYfcKQ&e= >  Follow Us: [Facebook]<https://urldefense.proofpoint.com/v2/url?u=http-3A__www.facebook.com_MotorolaSolutions&d=DwIFAg&c=q3cDpHe1hF8lXU5EFjNM_C93KOmcBXCBnhee2v6PYlc&r=9rqovOreO0vi7fcvHoadGHWyCmyjI8LsXiKRwAFhbNr3afeLTiIJTwEtjedY9Of9&m=o8lwQJPG_3xocg2liuix5dOSVQXcIjixbL2QyZ-N1zdmFHthRLXNI6yqyqWIvjjz&s=Eg2S1p4_czlWu7fvGxRSP9jw1cIeR-wWVg48iSKLYKU&e= >  [Twitter]<https://urldefense.proofpoint.com/v2/url?u=http-3A__twitter.com_motosolutions&d=DwIFAg&c=q3cDpHe1hF8lXU5EFjNM_C93KOmcBXCBnhee2v6PYlc&r=9rqovOreO0vi7fcvHoadGHWyCmyjI8LsXiKRwAFhbNr3afeLTiIJTwEtjedY9Of9&m=o8lwQJPG_3xocg2liuix5dOSVQXcIjixbL2QyZ-N1zdmFHthRLXNI6yqyqWIvjjz&s=88mveQ0mx88fzjzxK52407XnpXEKHpT0pXoZQk9fb6c&e= >  [Google Plus]<https://urldefense.proofpoint.com/v2/url?u=https-3A__plus.google.com_-2Bmotorolasolutions_&d=DwIFAg&c=q3cDpHe1hF8lXU5EFjNM_C93KOmcBXCBnhee2v6PYlc&r=9rqovOreO0vi7fcvHoadGHWyCmyjI8LsXiKRwAFhbNr3afeLTiIJTwEtjedY9Of9&m=o8lwQJPG_3xocg2liuix5dOSVQXcIjixbL2QyZ-N1zdmFHthRLXNI6yqyqWIvjjz&s=CxT2216vKd2mv6ib-gs9Aiim6BgM8bartueuqrFjOc0&e= >  [Youtube]<https://urldefense.proofpoint.com/v2/url?u=http-3A__www.youtube.com_user_MotorolaSolutions&d=DwIFAg&c=q3cDpHe1hF8lXU5EFjNM_C93KOmcBXCBnhee2v6PYlc&r=9rqovOreO0vi7fcvHoadGHWyCmyjI8LsXiKRwAFhbNr3afeLTiIJTwEtjedY9Of9&m=o8lwQJPG_3xocg2liuix5dOSVQXcIjixbL2QyZ-N1zdmFHthRLXNI6yqyqWIvjjz&s=ogDKeslhN5PFpm7zdI1lX8ABJ4yWzk9psVVn7PaeIhE&e= >  [Linkedin]<https://urldefense.proofpoint.com/v2/url?u=http-3A__www.linkedin.com_company_motorolasolutions&d=DwIFAg&c=q3cDpHe1hF8lXU5EFjNM_C93KOmcBXCBnhee2v6PYlc&r=9rqovOreO0vi7fcvHoadGHWyCmyjI8LsXiKRwAFhbNr3afeLTiIJTwEtjedY9Of9&m=o8lwQJPG_3xocg2liuix5dOSVQXcIjixbL2QyZ-N1zdmFHthRLXNI6yqyqWIvjjz&s=rVG0QTlQDGYTM6Y0-_2zEgexs7ZtIiJAdmxBIlJMyp8&e= >   Motorola Solutions values your privacy. See our Privacy Policy<http://www.motorolasolutions.com/en_us/about/privacy-policy.html> and Terms of Use<http://www.motorolasolutions.com/en_us/about/terms-use.html>. You can manage your communication preferences<https://preference.motorolasolutions.com/preference> at any time. You may also write to Motorola Solutions, Inc., Attention: Privacy Compliance Program, P.O. Box 59263, Schaumburg, IL USA 60159-0263 or email [email protected]<mailto:[email protected]>.  MOTOROLA, MOTO, MOTOROLA SOLUTIONS and the Stylized M Logo are trademarks or registered trademarks of Motorola Trademark Holdings, LLC and are used under license.All other trademarks are the property of their respective owners. (c) 2021 Motorola Solutions, Inc. All rights reserved.  Original Description  2024-11-26 07:51 -0600  Summary information is below: Customer: BLYTHE, CITY OF Customer Number: 1036702282 Purchase Order Number: NTP LETTER Total (excluding tax, shipping & handling): $17,096.58 Sales Person: Quote Number: QUOTE-2889930 Link to CPQ Quote: https://msicpq-prod.motorolasolutions.com/commerce/buyside/document.jsp?formaction=performAction&document_id=36244074&action_id=36244076&version_id=36317814&id=13545369107&bm_cm_process_id=36244034 Internal Order Notes:  Ship To:  New Address Creation Ship To: Name: CITY OF BLYTHE Address 1: 294 CHURCH STREET Address 2: City: BLYTHE County: RICHMOND State or Province: GA Postal Code: 30805 Country: US Operating Unit: US_100000   For more information on how and why we collect your personal information, please visit our Privacy Policy.     --    *For more information on how and why we collect your personal  information, please visit our Privacy Policy  <https://www.motorolasolutions.com/en_us/about/privacy-policy.html?elqTrackId=8980d888905940e39a2613a7a3dcb0a7&elqaid=2786&elqat=2#privacystatement>.*'</li><li>'Tax review for account: 3010398057/ state AL  Hi TAX Team,   Please review tax exemptions for:  Account number: 3010398057 Customer name: US SPACE AND ROCKET CENTER State: AL Tax cert:  Order number: 3203290953 Additional information:  Please recalculate tax on SO  Once done, please send the case back to Order Validation queue.  Thanks! OV Team'</li></ul>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         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| Product                   | <ul><li>"Re: 3693926 SA_STCSC_TETRA SPARES- Deadline is 9 JAN 2024  Hi Order Management Team  Are you able to provide estimated lead times for the following items please?  - NNTN8020 - NNTN8153 - PMLN7464 - PMMN4075  Many thanks in advance...   Hannah.   Services Support Team   I am working flexibly and whilst it suits me to email now, I do not expect a response or action outside of your own working hours ;-)   Please note I will be OOO on the following dates with no access to my e-mails...   2024 Dates...   Monday 26th February to Monday 4th March Inclusive   Tuesday 30th April to Friday 10th May Inclusive  Training - None Planned     Please visit the UK Employee Wellbeing <https://batchat.motorolasolutions.com/home/ls/community/uk-employee-wellbeing>  Page...    Registered Office: *Nova South, 160 Victoria Street, London, SW1E 5LB, United Kingdom*  Reg. No: 912182 - England  |  VAT No. GB260311213  |  Private Limited Company Details of Motorola's subsidiaries in the EU/EEA can be found at: www.motorolasolutions.com/XU-EN/About/Subsidiaries    On Wed, 3 Jan 2024 at 08:41, Mounim Lakraa < [email protected]> wrote:  > Hi Hannah, > > See below request for spare proposal. We will need to share some estimated > lead time for the following 4 items: > - NNTN8020 > - NNTN8153 > - PMLN7464 > - PMMN4075 > > Could you please raise a request with the logistic team? > > Thanks and regards, > Mounim > > On Wed, Jan 3, 2024 at 12:23\u202fPM Samer Ayoub < > [email protected]> wrote: > >> Hi Mohammed >> >> please quote only the first 4 items, rest is AIRBUS items >> >> Thanks and Regards, >> >> *Samer Ayoub* >> Regional Sales Manager- Saudi Arabia & Bahrain >> Motorola Solutions Arabia Inc. >> +966 50 483 0708 >> [email protected] >> >> >> On Wed, Jan 3, 2024 at 11:21\u202fAM Mohammed Alobaidi < >> [email protected]> wrote: >> >>> Dear samer and Mounim >>> >>> Could you please advise which type of earbud is required ? Since we have >>> different types whether wireless or wired >>> It is better to get the part number . >>> >>> >>> >>> Regards >>> >>> On Wed, Jan 3, 2024 at 8:09\u202fAM Nabil Sardouk < >>> [email protected]> wrote: >>> >>>> +Mohammed Alobaidi <[email protected]> >>>> Hi Mohammed, >>>> Could you please prepare the EL and send it to Mounim? >>>> >>>> Best Regards >>>> >>>> On Tue, Jan 2, 2024 at 5:40\u202fPM Mounim Lakraa < >>>> [email protected]> wrote: >>>> >>>>> Hi Samer, >>>>> >>>>> An equipment list from pre-sales engineers will be required. >>>>> >>>>> Hi Nabil, >>>>> >>>>> Could you please assign an engineer. >>>>> >>>>> Thanks and regards, >>>>> Mounim >>>>> >>>>> On Tue, Jan 2, 2024 at 5:27\u202fPM Samer Ayoub < >>>>> [email protected]> wrote: >>>>> >>>>>> Hello Mounim >>>>>> >>>>>> we need to quote the first 4 items to STCSC as spares >>>>>> >>>>>> Do you need any assistance from Nabil's or Abu Nijem;s teams? or can >>>>>> you handle it yourself? >>>>>> >>>>>> We need to submit before the deadline and hence we must submit QTAT >>>>>> by Thursday at the latest. >>>>>> >>>>>> Thanks and Regards, >>>>>> >>>>>> *Samer Ayoub* >>>>>> Regional Sales Manager- Saudi Arabia & Bahrain >>>>>> Motorola Solutions Arabia Inc. >>>>>> +966 50 483 0708 >>>>>> [email protected] >>>>>> >>>>>> >>>>>> ---------- Forwarded message --------- >>>>>> From: Nawaf Al Harbi <[email protected]> >>>>>> Date: Thu, Dec 28, 2023 at 10:43\u202fAM >>>>>> Subject: budgetary Price Estimate >>>>>> To: Marcel Kassab <[email protected]> >>>>>> Cc: Samer Ayoub <[email protected]>, Procurement < >>>>>> [email protected]> >>>>>> >>>>>> >>>>>> Dear Marcel, >>>>>> >>>>>> Greeting,, >>>>>> >>>>>> Kindly, we are seeking for your kind support to provide us the high >>>>>> level budgetary for the Motorola Accessories  as mentioned below >>>>>> >>>>>> Item description >>>>>> >>>>>> Quantity >>>>>> >>>>>> Price >>>>>> >>>>>> Lead-time >>>>>> >>>>>> Li-Ion Battery 2200mAh (NNTN8020) MTP3550   (01.04.0322) >>>>>> >>>>>> 75 >>>>>> >>>>>> >>>>>> >>>>>> >>>>>> >>>>>> Multi Unit Charger with 6 Battery Pockets UK (NNTN8153) MTP3550 >>>>>> (01.04.0307) >>>>>> >>>>>> 5 >>>>>> >>>>>> >>>>>> >>>>>> >>>>>> >>>>>> Noise Canceling Over The Head Heavy Duty Headset (PMLN7464) MTP3550 >>>>>> (01.04.0315) >>>>>> >>>>>> 28 >>>>>> >>>>>> >>>>>> >>>>>> >>>>>> >>>>>> Remote Speaker Microphone with Enhanced Noise Reduction (PMMN4075) >>>>>> MTP3550    (01.04.0472) >>>>>> >>>>>> 95 >>>>>> >>>>>> >>>>>> >>>>>> >>>>>> >>>>>> Desktop Charger 6-Slots (DKL-2 for BLN-10 & BLN-11/HT10453AA) TH1N >>>>>> (01.04.0496) >>>>>> >>>>>> 150 >>>>>> >>>>>> >>>>>> >>>>>> >>>>>> >>>>>> EARBUD MIC PTT (HDS-17/HR8386AA) TH1N   (01.04.0740) >>>>>> >>>>>> 150 >>>>>> >>>>>> >>>>>> >>>>>> >>>>>> >>>>>> We are appreciating and expecting to receive your feedback no later >>>>>> than Tuesday 9-Jan-24 . >>>>>> >>>>>> Thank you & Regards >>>>>> >>>>>> >>>>>> >>>>>> >>>>>> >>>>>> Regards >>>>>> >>>>>> >>>>>> >>>>>> نواف الحربي >>>>>> >>>>>> خبير مشتريات و عقود >>>>>> >>>>>> إدارة سلسة الامداد >>>>>> >>>>>> >>>>>> >>>>>> Nawaf A. Al Harbi >>>>>> >>>>>> Procurement & contracts Expert >>>>>> >>>>>> Supply Chain Department >>>>>> >>>>>> [image: cid:[email protected]] >>>>>> >>>>>> [image: cid:[email protected]] >>>>>> <https://urldefense.proofpoint.com/v2/url?u=http-3A__www.stcsc.sa_&d=DwMF_g&c=q3cDpHe1hF8lXU5EFjNM_C93KOmcBXCBnhee2v6PYlc&r=AFmspBQs7SvV8JFCxIJ6rl99VNnr-9sVjJ96y-zTCqYUcbXTAy7XRzwRNI_ToE8K&m=I91SRvfDs4NLaM5A9NaG4lxp5PAoD44quk5S3bK0xsZo9sWooeQP42d1I6QXdlBH&s=q52uCLQl6mU8W3Xq0SKZnoSckwZevhrB4kyXUH-87_Q&e=> >>>>>> >>>>>>       Ext. 1311 >>>>>> >>>>>>      +966540898884 >>>>>> >>>>>>      www.stcsc.sa >>>>>> <https://urldefense.proofpoint.com/v2/url?u=http-3A__www.stcsc.sa_&d=DwMF_g&c=q3cDpHe1hF8lXU5EFjNM_C93KOmcBXCBnhee2v6PYlc&r=AFmspBQs7SvV8JFCxIJ6rl99VNnr-9sVjJ96y-zTCqYUcbXTAy7XRzwRNI_ToE8K&m=I91SRvfDs4NLaM5A9NaG4lxp5PAoD44quk5S3bK0xsZo9sWooeQP42d1I6QXdlBH&s=q52uCLQl6mU8W3Xq0SKZnoSckwZevhrB4kyXUH-87_Q&e=> >>>>>> >>>>>> >>>>>> >>>>>> >>>>>> >>>>>> >>>>>> >>>>>  --    *For more information on how and why we collect your personal  information, please visit our Privacy Policy  <https://www.motorolasolutions.com/en_us/about/privacy-policy.html?elqTrackId=8980d888905940e39a2613a7a3dcb0a7&elqaid=2786&elqat=2#privacystatement>.*"</li><li>'Re: Obsolete NNTN7558A POWER SUPPLY ADAPTER, US PLUG  Hi Margarita,  We think this is a suitable alternative;PS000469A03  Can you check if this is an orderable part in Oracle please?  Thanks,  Rob Povey | Operations Manager  Sanmina Global Services  T: +44(0)1256-637-372  M: +44(0)7917-000-458  E: [email protected]  W: www.sanmina.com  Sanmina-SCI UK Ltd  Unit 3 Cherrywood, Stag Oak Lane, Chineham Park, Basingstoke, RG24 8WF    On Wed, 3 Jan 2024 at 09:20, Nick Manville <[email protected]> wrote:  > Hi Margarita, > > Happy new year, hope you are well. > > I was wondering if you could help to look at this part number : - > NNTN7558A. > > The last order we placed for this was on 02/11/2023, req 65015889, order > 2100462979. The order was cancelled due to the part number being obsolete. > > Are you able to check to see if there is an equivalent part we are still > able to order ? > > Is there an equivalent p/n with an EU or UK plug ? Also I have a PSU which > looks the same and could be used which has the part number PSM7558AK but > oracle does not seem to recognise this number. > > Many thanks > > *Regards* > > *Nick Manville* > > *Customer Support Engineer* > *Sanmina Ltd* > > *Unit 3 Cherrywood* > *Stag Oak Lane* > *Chineham Park* > *Basingstoke, RG24 8WF* > *email*          [email protected] > <[email protected]> > >  --  CONFIDENTIALITY This e-mail message and any attachments thereto, is  intended only for use by the addressee(s) named herein and may contain  legally privileged and/or confidential information. If you are not the  intended recipient of this e-mail message, you are hereby notified that any  dissemination, distribution or copying of this e-mail message, and any  attachments thereto, is strictly prohibited.  If you have received this  e-mail message in error, please immediately notify the sender and  permanently delete the original and any copies of this email and any prints  thereof. ABSENT AN EXPRESS STATEMENT TO THE CONTRARY HEREINABOVE, THIS  E-MAIL IS NOT INTENDED AS A SUBSTITUTE FOR A WRITING.  Notwithstanding the  Uniform Electronic Transactions Act or the applicability of any other law  of similar substance and effect, absent an express statement to the  contrary hereinabove, this e-mail message its contents, and any attachments  hereto are not intended to represent an offer or acceptance to enter into a  contract and are not otherwise intended to bind the sender, Sanmina  Corporation (or any of its subsidiaries), or any other person or entity.  --    *For more information on how and why we collect your personal  information, please visit our Privacy Policy  <https://www.motorolasolutions.com/en_us/about/privacy-policy.html?elqTrackId=8980d888905940e39a2613a7a3dcb0a7&elqaid=2786&elqat=2#privacystatement>.*'</li><li>'Closed Case Response: Case #: 03437414  Parent Case # 03437414'</li></ul>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    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| RMA                       | <ul><li>'New Case - RMA_$_IN_3203320728_MONROE COUNTY CENTRAL EMERGENCY DISPATCH CENTER_1209114355_QUOTE-3203514453 / 04356447  Parent Case # 04356447'</li><li>'New Case - RMA_$_GA_3203509921_CLAYTON COUNTY CENTRAL SERVICES_1000289159_RMA#3203578428 / 04518515  Parent Case # 04518515'</li><li>'RMA_$_TN_3203109971_EASTMAN CHEMICAL CO_1000745870_QUOTE-#_EBS_3203280547  Hello Cofera,  Can you please process this order for Eastman? Please see the approval and file attached below. [image: image.png] Thank You  Best Regards, --  *Harris Capell* Customer Engagement Specialist Commercial Markets  M*:* 872-772-1219 E: [email protected]  --    *For more information on how and why we collect your personal  information, please visit our Privacy Policy  <https://www.motorolasolutions.com/en_us/about/privacy-policy.html?elqTrackId=8980d888905940e39a2613a7a3dcb0a7&elqaid=2786&elqat=2#privacystatement>.*'</li></ul>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               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| Spam                      | <ul><li>"Re: SERVICOM HI-TECH, Redditch / UK Export 24DE0080 #MP  awb 345237495  Am Mo., 8. Jan. 2024 um 14:10 Uhr schrieb EMEA Export Team PL < [email protected]>:  > Dear All, > > > Please find attached  the Export#24DE0080    & documents for the > following orders: > > > Reference type Number # > Export ref 24DE0080 > Forwarder TNT EX > Service type ROAD > DANGEROUS GOODS YES > DANGEROUS GOODS CLASS/ GROUP > To mention on AWB  PO# SER26222&  LI-ION BATT AS PER ADR/IMDG SP188 > Special instructions > Purchase Order SER26222 > MSI Packing list 9110608390 > MSI Sales Order 2100445703 > MRN > 24DE705424031455B0 > > > Thanks > Michal > > Michał Papkala > Motorola Solutions (Schenker) > > e: m <[email protected]> > [email protected] > > This email and any attachments are for the authorized recipient's use > only. If you receive this email in error, please immediately delete it from > your system and notify the sender. You must not disclose, print, > re-transmit, store, copy or rely on any part of this email and any > attachments if you are not the authorized recipient. This email and any > attachments are confidential and may contain confidential information > and/or copyright material of Motorola Solutions, Inc. >   --   Mit freundlichen Grüßen /best regards  *Patrick Bielefeld* BC Cargo In-House Team Motorola/CTDI Alsdorf Konrad - Zuse - Str. 37 52477 Alsdorf +49(0)2404-67556225 [email protected]  --    *For more information on how and why we collect your personal  information, please visit our Privacy Policy  <https://www.motorolasolutions.com/en_us/about/privacy-policy.html?elqTrackId=8980d888905940e39a2613a7a3dcb0a7&elqaid=2786&elqat=2#privacystatement>.*"</li><li>'Packlist 01/30/24  *Kind Regards* *Paulina Kwiecien-Hrechorowicz* *Order Management Coordinator*  *Motorola Solutions, Inc.* motorolasolutions.com *O: +48 (12) 221-31-09* E: [email protected]  --    *For more information on how and why we collect your personal  information, please visit our Privacy Policy  <https://www.motorolasolutions.com/en_us/about/privacy-policy.html?elqTrackId=8980d888905940e39a2613a7a3dcb0a7&elqaid=2786&elqat=2#privacystatement>.*'</li><li>"Re: Shipment for XEVA LTD, Basingstoke / UK - EXPORT 24DE0394 #SG  Dear All,   Please find attached the EXPORT # 24DE0394 packing list & invoice as well as the EX1 the following orders   Reference type Number # Export ref *24DE0394 * Forwarder TNT EX Service type ROAD DANGEROUS GOODS NO DANGEROUS GOODS CLASS/ GROUP To mention on AWB *Please mention PO# 13398, 12668, 12676, 12697, 13009, 13139  * Special instructions Purchase Order *13398, 12668, 12676, 12697, 13009, 13139  * MSI Packing list *9110667705, 9110667767, 9110667771, 9110667786, 9110667837, 9110667851* MSI Sales Order 2100478772, 2100450112, 2100450339, 2100451060, 2100462592, 2100467948 MRN 24DE705424900367B4   Szymon Gardziel Motorola Solutions (Schenker)  e: *[email protected] <[email protected]>*  This email and any attachments are for the authorized recipient's use only. If you receive this email in error, please immediately delete it from your system and notify the sender. You must not disclose, print, re-transmit, store, copy or rely on any part of this email and any attachments if you are not the authorized recipient. This email and any attachments are confidential and may contain confidential information and/or copyright material of Motorola Solutions, Inc.  --    *For more information on how and why we collect your personal  information, please visit our Privacy Policy  <https://www.motorolasolutions.com/en_us/about/privacy-policy.html?elqTrackId=8980d888905940e39a2613a7a3dcb0a7&elqaid=2786&elqat=2#privacystatement>.*"</li></ul>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        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| Warranty                  | <ul><li>"Re: Radiotrans 51079320 and 51079335  Dear Katarzyna,  SDS Hold has been released. Please set up rev-rec contract:  Enhanced warranty Finance transfer from Product to Services APC - 15419 EUR Enhanced warranty Finance transfer from Product to Services APC - 4086 EUR  In case of any issues please let me know.  Kind regards, Karyna   On Fri, Dec 29, 2023 at 4:17\u202fPM Dimetra Exp Ord < [email protected]> wrote:  > Hello Team, > > Please find documents for Radiotrans 51079320 and 51079335 enclosed. > Contact: [email protected] > > Best Regards, > Monika > > Order Management > > *Motorola Solutions Systems Polska Sp. z o.o.* > > > motorolasolutions.com <http://www.motorolasolutions.com/> > > Motorola Solutions Systems Polska Sp. z o.o. > Ul.Czerwone Maki 82 > 30-392 Krakow, Poland > KRS 146875 – Poland > VAT No: PL6772135826 > Share capital: 4,600,000 PLN > > Details of Motorola Solutions subsidiaries in the EU/EEA can be found at: > http://www.motorolasolutions.com/XU-EN/About/Subsidiaries >   --   *Karyna Orlovska*  Junior Financial Analyst Service and Software   Motorola Solutions E: [email protected]  *Looking for help? Visit Business Finance Team Org Chart <https://docs.google.com/presentation/d/1kLnEC-FlYRYzo5RKHKenHHnEJschePToIqJm_g06vXw/edit#slide=id.p2>*  <https://docs.google.com/presentation/d/1kLnEC-FlYRYzo5RKHKenHHnEJschePToIqJm_g06vXw/edit#slide=id.p2> This email and any attachments are for the authorized recipient's use only. If you receive this email in error, please immediately delete it from your system and notify the sender. You must not disclose, print, re-transmit, store, copy or rely on any part of this email and any attachments if you are not the authorized recipient. This email and any attachments are confidential and may contain confidential information and/or copyright material of Motorola Solutions, Inc  --    *For more information on how and why we collect your personal  information, please visit our Privacy Policy  <https://www.motorolasolutions.com/en_us/about/privacy-policy.html?elqTrackId=8980d888905940e39a2613a7a3dcb0a7&elqaid=2786&elqat=2#privacystatement>.*"</li><li>"Re: Alphacom/ 51079572  Hi All,  Contract  DEC000393359 has been activated.  Regards, Katarzyna   Contract Management Team EMEA Support Services Business Operations  Motorola Solutions  motorolasolutions.com  E: *contractservices.emea*@motorolasolutions.com  ___________________________________  Motorola Solutions Systems Polska sp. z o.o.  ul.Czerwone Maki 82  30-392 Krakow, Poland  KRS 146875 – Poland  VAT No: PL6772135826  share capital: 4.600.000 PLN  Limited Liability Company   On Fri, Dec 8, 2023 at 1:03\u202fPM Karyna Orlovska < [email protected]> wrote:  > Dear Katarzyna, > > SDS Hold has been released. Please set up rev-rec contract: > > Enhanced warranty Finance transfer from Product to Services APC -  2302 EUR > > In case of any issues please let me know. > > Kind regards, > Karyna > > > On Fri, Dec 8, 2023 at 11:54\u202fAM Dimetra Exp Ord < > [email protected]> wrote: > >> Hi Team >> Please create a contract for order SO# 51079572 >> Please find attached required documents. >> Point of contact:  [email protected] >> >> Best Regards, >> Monika >> >> Order Management >> >> *Motorola Solutions Systems Polska Sp. z o.o.* >> >> >> motorolasolutions.com <http://www.motorolasolutions.com/> >> >> Motorola Solutions Systems Polska Sp. z o.o. >> Ul.Czerwone Maki 82 >> 30-392 Krakow, Poland >> KRS 146875 – Poland >> VAT No: PL6772135826 >> Share capital: 4,600,000 PLN >> >> Details of Motorola Solutions subsidiaries in the EU/EEA can be found at: >> http://www.motorolasolutions.com/XU-EN/About/Subsidiaries >> > > > -- > > *Karyna Orlovska* > > Junior Financial Analyst > Service and Software > > > Motorola Solutions > E: [email protected] > > *Looking for help? Visit Business Finance Team Org Chart > <https://docs.google.com/presentation/d/1kLnEC-FlYRYzo5RKHKenHHnEJschePToIqJm_g06vXw/edit#slide=id.p2>* > > <https://docs.google.com/presentation/d/1kLnEC-FlYRYzo5RKHKenHHnEJschePToIqJm_g06vXw/edit#slide=id.p2> > This email and any attachments are for the authorized recipient's use > only. If you receive this email in error, please immediately delete it from > your system and notify the sender. You must not disclose, print, > re-transmit, store, copy or rely on any part of this email and any > attachments if you are not the authorized recipient. This email and any > attachments are confidential and may contain confidential information > and/or copyright material of Motorola Solutions, Inc >  --    *For more information on how and why we collect your personal  information, please visit our Privacy Policy  <https://www.motorolasolutions.com/en_us/about/privacy-policy.html?elqTrackId=8980d888905940e39a2613a7a3dcb0a7&elqaid=2786&elqat=2#privacystatement>.*"</li><li>'Closed Case Response: Case #: 03387195  Parent Case # 03387195'</li></ul>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     |

## Evaluation

### Metrics
| Label   | Accuracy |
|:--------|:---------|
| **all** | 0.7385   |

## Uses

### Direct Use for Inference

First install the SetFit library:

```bash
pip install setfit
```

Then you can load this model and run inference.

```python
from setfit import SetFitModel

# Download from the 🤗 Hub
model = SetFitModel.from_pretrained("Ramyashree/lmr-finetuned-model")
# Run inference
preds = model("New Case - $63,557.36_MD_Direct_ST. JOHN'S COLLEGE_PO#121224.01_3010481722_QUOTE-2850805_EBS_3203604634 / 04579062  Parent Case # 04579062")
```

<!--
### Downstream Use

*List how someone could finetune this model on their own dataset.*
-->

<!--
### Out-of-Scope Use

*List how the model may foreseeably be misused and address what users ought not to do with the model.*
-->

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## Bias, Risks and Limitations

*What are the known or foreseeable issues stemming from this model? You could also flag here known failure cases or weaknesses of the model.*
-->

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### Recommendations

*What are recommendations with respect to the foreseeable issues? For example, filtering explicit content.*
-->

## Training Details

### Training Set Metrics
| Training set | Min | Median   | Max  |
|:-------------|:----|:---------|:-----|
| Word count   | 10  | 240.9259 | 2209 |

| Label                     | Training Sample Count |
|:--------------------------|:----------------------|
| Change order              | 8                     |
| Delivery (status)         | 8                     |
| ERA/RMA                   | 7                     |
| Expedite                  | 6                     |
| Finance                   | 4                     |
| Order                     | 8                     |
| Order Information Request | 8                     |
| Other                     | 4                     |
| Product                   | 7                     |
| RMA                       | 8                     |
| Spam                      | 8                     |
| Warranty                  | 5                     |

### Training Hyperparameters
- batch_size: (4, 4)
- num_epochs: (4, 4)
- max_steps: -1
- sampling_strategy: oversampling
- body_learning_rate: (2e-05, 1e-05)
- head_learning_rate: 0.01
- loss: CosineSimilarityLoss
- distance_metric: cosine_distance
- margin: 0.25
- end_to_end: False
- use_amp: False
- warmup_proportion: 0.1
- l2_weight: 0.01
- seed: 42
- eval_max_steps: -1
- load_best_model_at_end: True

### Training Results
| Epoch  | Step | Training Loss | Validation Loss |
|:------:|:----:|:-------------:|:---------------:|
| 0.0007 | 1    | 0.3845        | -               |
| 0.0334 | 50   | 0.1797        | -               |
| 0.0668 | 100  | 0.1946        | -               |
| 0.1002 | 150  | 0.1727        | -               |
| 0.1336 | 200  | 0.1856        | -               |
| 0.1670 | 250  | 0.1368        | -               |
| 0.2004 | 300  | 0.14          | -               |
| 0.2338 | 350  | 0.1256        | -               |
| 0.2672 | 400  | 0.1309        | -               |
| 0.3006 | 450  | 0.1131        | -               |
| 0.3340 | 500  | 0.1065        | -               |
| 0.3674 | 550  | 0.0872        | -               |
| 0.4008 | 600  | 0.0813        | -               |
| 0.4342 | 650  | 0.0737        | -               |
| 0.4676 | 700  | 0.0557        | -               |
| 0.5010 | 750  | 0.0652        | -               |
| 0.5344 | 800  | 0.0408        | -               |
| 0.5678 | 850  | 0.0318        | -               |
| 0.6012 | 900  | 0.0432        | -               |
| 0.6346 | 950  | 0.0299        | -               |
| 0.6680 | 1000 | 0.0264        | -               |
| 0.7014 | 1050 | 0.0228        | -               |
| 0.7348 | 1100 | 0.0167        | -               |
| 0.7682 | 1150 | 0.0166        | -               |
| 0.8016 | 1200 | 0.0136        | -               |
| 0.8350 | 1250 | 0.0112        | -               |
| 0.8684 | 1300 | 0.0168        | -               |
| 0.9018 | 1350 | 0.0102        | -               |
| 0.9352 | 1400 | 0.0125        | -               |
| 0.9686 | 1450 | 0.0193        | -               |
| 1.0    | 1497 | -             | 0.1208          |
| 1.0020 | 1500 | 0.007         | -               |
| 1.0354 | 1550 | 0.0102        | -               |
| 1.0688 | 1600 | 0.0064        | -               |
| 1.1022 | 1650 | 0.0103        | -               |
| 1.1356 | 1700 | 0.0063        | -               |
| 1.1690 | 1750 | 0.0056        | -               |
| 1.2024 | 1800 | 0.0027        | -               |
| 1.2358 | 1850 | 0.0063        | -               |
| 1.2692 | 1900 | 0.007         | -               |
| 1.3026 | 1950 | 0.0089        | -               |
| 1.3360 | 2000 | 0.0106        | -               |
| 1.3694 | 2050 | 0.0129        | -               |
| 1.4028 | 2100 | 0.0036        | -               |
| 1.4362 | 2150 | 0.0017        | -               |
| 1.4696 | 2200 | 0.0064        | -               |
| 1.5030 | 2250 | 0.0136        | -               |
| 1.5364 | 2300 | 0.0074        | -               |
| 1.5698 | 2350 | 0.0099        | -               |
| 1.6032 | 2400 | 0.0019        | -               |
| 1.6366 | 2450 | 0.016         | -               |
| 1.6700 | 2500 | 0.0018        | -               |
| 1.7034 | 2550 | 0.005         | -               |
| 1.7368 | 2600 | 0.0064        | -               |
| 1.7702 | 2650 | 0.0081        | -               |
| 1.8036 | 2700 | 0.0051        | -               |
| 1.8370 | 2750 | 0.0085        | -               |
| 1.8704 | 2800 | 0.006         | -               |
| 1.9038 | 2850 | 0.0021        | -               |
| 1.9372 | 2900 | 0.0073        | -               |
| 1.9706 | 2950 | 0.005         | -               |
| 2.0    | 2994 | -             | 0.1245          |
| 2.0040 | 3000 | 0.0036        | -               |
| 2.0374 | 3050 | 0.0009        | -               |
| 2.0708 | 3100 | 0.0034        | -               |
| 2.1042 | 3150 | 0.0096        | -               |
| 2.1376 | 3200 | 0.0028        | -               |
| 2.1710 | 3250 | 0.0128        | -               |
| 2.2044 | 3300 | 0.0026        | -               |
| 2.2378 | 3350 | 0.0118        | -               |
| 2.2712 | 3400 | 0.0061        | -               |
| 2.3046 | 3450 | 0.0028        | -               |
| 2.3380 | 3500 | 0.0058        | -               |
| 2.3714 | 3550 | 0.0068        | -               |
| 2.4048 | 3600 | 0.0016        | -               |
| 2.4382 | 3650 | 0.0068        | -               |
| 2.4716 | 3700 | 0.008         | -               |
| 2.5050 | 3750 | 0.0046        | -               |
| 2.5384 | 3800 | 0.0021        | -               |
| 2.5718 | 3850 | 0.0024        | -               |
| 2.6052 | 3900 | 0.0018        | -               |
| 2.6386 | 3950 | 0.0078        | -               |
| 2.6720 | 4000 | 0.0068        | -               |
| 2.7054 | 4050 | 0.0103        | -               |
| 2.7388 | 4100 | 0.0124        | -               |
| 2.7722 | 4150 | 0.0051        | -               |
| 2.8056 | 4200 | 0.0038        | -               |
| 2.8390 | 4250 | 0.0033        | -               |
| 2.8724 | 4300 | 0.0017        | -               |
| 2.9058 | 4350 | 0.0113        | -               |
| 2.9392 | 4400 | 0.0015        | -               |
| 2.9726 | 4450 | 0.0038        | -               |
| 3.0    | 4491 | -             | 0.1217          |
| 3.0060 | 4500 | 0.0069        | -               |
| 3.0394 | 4550 | 0.0046        | -               |
| 3.0728 | 4600 | 0.004         | -               |
| 3.1062 | 4650 | 0.0091        | -               |
| 3.1396 | 4700 | 0.0069        | -               |
| 3.1730 | 4750 | 0.0032        | -               |
| 3.2064 | 4800 | 0.0079        | -               |
| 3.2398 | 4850 | 0.003         | -               |
| 3.2732 | 4900 | 0.0033        | -               |
| 3.3066 | 4950 | 0.0015        | -               |
| 3.3400 | 5000 | 0.0053        | -               |
| 3.3734 | 5050 | 0.0054        | -               |
| 3.4068 | 5100 | 0.0022        | -               |
| 3.4402 | 5150 | 0.0063        | -               |
| 3.4736 | 5200 | 0.0073        | -               |
| 3.5070 | 5250 | 0.0111        | -               |
| 3.5404 | 5300 | 0.0091        | -               |
| 3.5738 | 5350 | 0.0026        | -               |
| 3.6072 | 5400 | 0.0038        | -               |
| 3.6406 | 5450 | 0.0081        | -               |
| 3.6740 | 5500 | 0.0029        | -               |
| 3.7074 | 5550 | 0.0104        | -               |
| 3.7408 | 5600 | 0.0016        | -               |
| 3.7742 | 5650 | 0.002         | -               |
| 3.8076 | 5700 | 0.003         | -               |
| 3.8410 | 5750 | 0.0023        | -               |
| 3.8744 | 5800 | 0.0028        | -               |
| 3.9078 | 5850 | 0.005         | -               |
| 3.9412 | 5900 | 0.0011        | -               |
| 3.9746 | 5950 | 0.001         | -               |
| 4.0    | 5988 | -             | 0.1273          |

### Framework Versions
- Python: 3.11.11
- SetFit: 1.1.1
- Sentence Transformers: 3.3.1
- Transformers: 4.47.1
- PyTorch: 2.5.1+cu124
- Datasets: 3.2.0
- Tokenizers: 0.21.0

## Citation

### BibTeX
```bibtex
@article{https://doi.org/10.48550/arxiv.2209.11055,
    doi = {10.48550/ARXIV.2209.11055},
    url = {https://arxiv.org/abs/2209.11055},
    author = {Tunstall, Lewis and Reimers, Nils and Jo, Unso Eun Seo and Bates, Luke and Korat, Daniel and Wasserblat, Moshe and Pereg, Oren},
    keywords = {Computation and Language (cs.CL), FOS: Computer and information sciences, FOS: Computer and information sciences},
    title = {Efficient Few-Shot Learning Without Prompts},
    publisher = {arXiv},
    year = {2022},
    copyright = {Creative Commons Attribution 4.0 International}
}
```

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