
# SetFit with BAAI/bge-small-en-v1.5

This is a [SetFit](https://github.com/huggingface/setfit) model that can be used for Text Classification. This SetFit model uses [BAAI/bge-small-en-v1.5](https://huggingface.co/BAAI/bge-small-en-v1.5) 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:** [BAAI/bge-small-en-v1.5](https://huggingface.co/BAAI/bge-small-en-v1.5)
- **Classification head:** a [LogisticRegression](https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html) instance
- **Maximum Sequence Length:** 512 tokens
- **Number of Classes:** 3 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
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        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| 2     | <ul><li>'ORIGINAL FOR RECIPIENT\n\nM/S JAIDURGA CONSTRUCTION\n\nAT-BUDAKATA , PO- GADAMUNDA MOBILE NO. : 9438452293/9861569621/9178245171\nHIRAKUD, DIST: SAMBALPUR E MAIL - dkppni@rediffmail.com\n\nSS\n(ISSUEDUNDER RULE 46 OF GST/OGST RULE,2017)\nINVOICE NO. A8tHRA/BT-1/20\nINVO DA 6.12.\n\n   \n \n\n  \n    \n   \n   \n \n\n  \n \n\n \n  \n\nHIRAKUD POWER\n|AT/PO:- HIRAKUD\nDIS: SAMBALPUR -768016\n\n \n\n \n    \n \n\n21\n21AAACH1201R12ZZ\n\nPAN NO:- AAACH1201R\nDETAILS OF COSIGNEE (SHIPPED )\nNDUSTR D\n\n     \n   \n\n \n\n       \n      \n   \n\n \n\n  \n\n \n\n    \n \n\n \n\n \n\n \n\n \n\n \n\n  \n \n     \n \n   \n     \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n  \n\n \n\nHIRAKUD\nDIsT:- SAMBALPUR-768016, ODISHA .\nPERIOD OF SERVICE NOVEMBER\nSL HSN/SAC RATE TAXABLE VALUE\n4 NO. SERVICE DESCRIPTION CODE QUANTITY UOM (RS.) (RS.)\n1/SC1745\n~ ‘Ash transportation to bricksplant distance to &\nfro 06-10 K.M.\n(01.11.2020 TO 30.11.2020 9967 182.62 ¢ M.T. 59.46 10,858.59\n$C1750\n|Ash transportation to bricksplant distance\nto & fro 11-15 K.M. 9967 125.47 « M.T. 76.45 / 9,592.18\n9967 279.91 M.T. 106.17 29,718.04\n30.11.2020 9967 1626.01 M.T. 127.41 2,07,169.93\n5|SC1748\nDistace 36-40 k.m. from 01.11.2020 to\n30.11.2020 9967 1210.78 M.T. 133.79 4 1,61,990.26\nrT _ :\n: <.4,19,329.00\nWHETHER THE TAX IXS PAYABLE ON REVERSE CHARGE BASIS :- YES/\nADD: CGST\nADD: SGST\n\n \n\nADD:IGST\nINVOICE TOTAL\n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\nTOTAL INVOICE VALUE (IN FIGURE ) RS. 4,19,329.00\nTOTAL INVOICE VALUE (IN WORDS ) Rupees Four Lakh Nineteen Thousand Three Hundred Twenty-nine . only\n[CERTIFIED THAY THe PARTICULARS GIVEN ABOVE ARE TRUE AND CORRECT AND THE” INT HDATED\nRePmesents Tae Puce ACTUALY CHARGED BY US AND THERES NO FLOW OS ADOITALCONOMTION DIRECTLY OR INDIRECTLY FROMTHE BUYER\nSTATE CODE:- 21 FOR M/S JAIDURGA CONSTRUCTION\nOUR GST NO:- 21AACFJ4294P122 UCTION\nOUR PAN NO: I AACFI4294P | Sovary. [pKe4\nDATE : 06.09.2017 (E&0.E.) | AUTHORISED SIGN.\nPARTNER\nqv Cy\n¢ ¢\nce gore nosh ge\nron + Wo A On .\nwal o- A\n\n \n\x0c'</li><li>'ELECTRICAL MART\n\nNAC MARKET COMPLEX, DURGA MANDIR CHOWK Mob. : 9861073892\nGSTIN : 21BRKPN2912G123. PO-HIRAKUD, DIST - SAMBALPUR, ODISHA - 768016\n\n \n\nDETAILS OF RECEIPIENTS (BILL TO) TAX INVOICE\n\nHINDALCO INDUSTRIES LIMITED (ISSUED UNDER RULE 46 OF CGST / OGST RULE : 2007)\nHIRAKUD POWER\n‘AT/PO - HIRAKUD\nDIST - SAMBALPUR - 768016, ODISHA INVOICE DATE: ¢& /e9}/ 2022\nSTATE CODE : 21\n\nGSTIN : 21AAACH1201R1Z3 PO NO. : IsCo2Negey\nPAN : AAACH1201R .\nDETAILS OF CONSIGNEE (SHIPPED TO) PODATE: 29/4/2022\nHINDALCO INDUSTRIES LIMITED\n\nHIRAKUD POWER DATE OF ISSUE :\n\nAT/PO - HIRAKUD\n\nDIST - SAMBALPUR - 768016, ODISHA PERIOD OF SERVICE :\n\nSERVICE DESCRIPTION ——y | ary | uom | rare | * ANABLE VALUE\n\nINVOICE NO. EM / 66\n\nWHETHER THE TAX IS PAYABLE ON REVERSE CHARGE : YES / NO\n\nAdd : CGST@9%\nAdd : SGST@9%\nAdd : IGST\n\nrrr\n\nTOTAL INVOICE IN VALUE (IN FIGURE) :\n\nOUR GSTIN NO : 21BRKPN2912G1Z3\n\nSTATE CODE : 21\n\nOUR PAN : BRKPN2912G1Z3\n\nAuthorised Signatory\n\x0c'</li><li>' \n\n \n\n_ THERMAX LIMITED ENVIRONMENT HOUSE, PLOT NO. 90-92, BG BLOC\nPUNE 411026, INDIA 11 TEL.: +91 020 67156000, 67156222 OI FAX: +91\n\nWebsite : www.thermaxglobal.com [1 IT PAN - AAACT3910D\nCustomer Care :180020901 15 (India Toll Free)\n\n \n\noriginal tor Recipient O\n\nTax Invoice\n\nDuplicate for Transporter\n\n  \n\n \n\n \n\nGST NO :21AAA\\\n\n \n\nThermax Limited\n\nHOUSE NO.679 HOUSE NO.679 SHAMACHARANPUR DHENKANAL.\nDHENKANAL OR 759001\n\nState: ORISSA PIN Code:759001 State.Code: 21\nDivision Name & No : COGEN,8\n\nInvoice No:\n\nInvoice Issue Date:\n\nContract No. & Date:\nCustomer PO\nProject No.& Name:\nCustomer Code:\nInternal Trx No:\n\n \n\n210800000113\n\n31-MAR-22 THERMAX\n\n \n\nDDM127 30-JUN-20\nP/PO/SRV/2122/0629 Date-11-NOV-2021\nDDM127 Hindalco Industries Ltd\n\n102784\n\n26278\n\n \n\nDetails of Recipient (Billed To):\n\nName: HINDALCO INDUSTRIES LTD\n\nAddress: HIRAKUD POWER PROJECT P.O. HIRAKUD\nDIST.SAMBALPUR HIRAKUD\n\nDetails of Shipped To Party / Delivery Address:\nName: HINDALCO INDUSTRIES LTD\n\nAddress: HIRAKUD POWER PROJECT P.O. HIRAKUD\nDIST.SAMBALPUR HIRAKUD.\n\n \n\nState: ORISSA PIN Code: 768016 —State.Code: 21 | State: ORISSA PIN Code: 768016 —State.Code: 21\nGSTIN / Unique ID: 21AAACH1201R12Z PAN:AAACH1201R GSTIN / Unique ID: 21AAACH1201R1ZZ PAN:AAACH1201R\nE-Way Bill No: Mode of Transport:\n\nE-Way Bill Date: Name of the Transporter:\n\nGC/LR NO. & Date:\nAdvance Receipt Voucher No.:\n\nVehicle No:\n\nSupplying From (Place): ORISSA\n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\nTax paid by Supplieron RCM: No Supplying To (Place): ORISSA |\nT T\n5 Pri\nSr.No Task No Description HSN/SAC uoM aty nies Value\nCodes\nRate\n(INR)\n1 OMREINVOOT | POWER-MECHANICAL 998719 NOS 4338.00 1223.02 5305478.11\n:QUARANTINE |\nCHARGES\n_ Total Transaction Value 5305476.11\n6 SGST 9% 477493.03\n¥ CGST 9% 477493.03\nTotal Taxes. 954986.06\nGross Transaction Value 6260464.17\nTotal Advance Adjusted\nTaxes on Advances\nTotal Taxes (In Words): Nine Lacs Fifty-Four Thousand Nine Hundred Eighty-Six only Net value 5305478.17\nNet Taxes 954986.00\nNet Due (In Words): Sixty-Two Lacs Sixty Thousand Four Hundred Sixty-Four only Retention -0.00\nNet Due 6260464.00\nInvoice / Scope Remarks:\nCertified that the Particulars and amount indicated above are ue and correct\nThe\n\n  \n\nAuthorized Signatory\n\n \n\nRegistered Office: D13, MIDC Industrial Area, RD Aga Road, Chinchwad, Pune 411019, India\n\n \n\n \n\nCIN NO : L292S9PN1980PLCO22787\n\n \n\nPAN NO : AAACT3910D\n\n \n\n \n\nIn addition to NEFT/RTGS Payments, epayment can also be made using the below printed GR Code, BHIM VPA Code or URL to B2BEdge Rupay\n\nPowered portal. URL: httos://b2bedge.co.in\n\nREGD. OFFICE : 913, R. D. AGA ROAD MIDC INDUSTRIAL AREA, CHINCHWAD, PUNE 411 019, INDIA 4) p—\nCORPORATE IDENTITY NUMBER : L29299PN1980PLC022787\n\x0c'</li></ul>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             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| 1     | <ul><li>'A GSTIN: 21AAACH1201R12Z\n_ HINDALCO INDUSTRIES LIMITED State Code: 21 - Odisha\n\nHIRAKUD POWER, HIRAKUD-768 016,DIST.:SAMBALPUR (ODISHA) GST RaligeiaN ibe:\n\nSambalpur\nPHONE: 0663-2481365, FAX: 0663-2481942 GST Commissionerate -Cuttack\n\n  \n\nPURCHASE ORDER\n\nVendor Code: 6301 P.OINo: P/PO/SRV/2122/0480 _ Date:08-SEP-2021\nM/s GOVINDAM Revise No: Date:\nOrder Type: PURCHASE ORDER\n\nNEAR ASHAPALI SCHOOL Effective From 01/09/2021 To 31/08/2022\nGM, COLLEGE ROAD Pilon Bante: 4\nSAM IR, ODISHA, IN 768001 Transportation arrangement\n\niaiiatipraiiinaaiisaaas Ship to Location HIRAKUD - POWER\nEmail: sauravkedia&4@gmail.com Cartier\nFax’ () Currency INR\nContact: Saurav Kedia (+91) 9338017181 Hindalco Contact Person: AMARESH MISHRA,\n\nJ GSTIN: 21AHLPK8955E3Z6 —State:21 - Odisha Email of Contact Person: amaresh.m@adityabiria.com\n\n \n\n“You will be raising vaikd Tax invoice as per GST Laws for the supply covered by the instant\nPO and comply with all the GST rules and regufations as notified and/or to be notified in fulure\nincluding fing of return . payment of taxes etc. Failure to comply with any of the provisions of\nGST Laws will lead to cancellation of this order and / or subject to any other action as\nmanagement will deem fit."\n\n \n\n“The parties undertake and warrant to each other that they have not offered, given or agreed to CHANDRA MAKTHALA\ngive (and that they will not offer, give or agree to give) to any person any untawfut gift or Plant Materials Head\nconsideration of any kind as an inducement or reward for doing or forbearing to do anything in Hindalco Industries Limited\n‘elation to the obtaining of this Contract or the performance by the parties of their abligations Hirakud\n\nunder this Contract The parties warrant that they have in place, and undertake thal they will\ncomply with. policies and procedures to avoid the risk of bribery fas set out in any legistation in\nthe applicable jurisdiction to the respective Party) and fraud with its organization and in\n‘connection with its dealings wih other parties.”\n\n{you have any complain regarding the value violation, please mail to our Unit Value Standard Committee “hindaleohirakud. UVSC@adityabirla.com*\nAny kind of plastic packaging, plastic enclouser , bags etc must be avoided as per govt norms.\n\n \n\nRegd. office:\n\nHINDALCO INDUSTRIES LIMITED ni\n\nAhura Centre, 1st Floor, 8 Wing, Mahakali Caves Road Andheri(East), Mumbai 400093, india, ‘age 2 of 13\nTel No: 91 22 6691 7000, Email: hindalco@adityabirla com, Website: www adityabirla.com\n\nCorporate Identity No: L27020MH1958PLCO11238\n\x0c'</li><li>' \n\no\n\nGSTIN: 21AAACH1201R1ZZ\n\n-HIINDALCO INDUSTRIES LIMITED state Code: 21 - Ouisha\nBl ureau0 POWER, HIRAKUD-76® O16DIST:SAMBALPUR (ODISHA) St Rangaldvon\n\nPHONE: 0663-2481365, FAX: 0663-2481342 GST Commissionerate -Cuttack\n\n \n\nPURCHASE ORDER\n‘Vendor Code: U138 P.OINe P/PO/SRV/2122/0781 Date: 31-0EC-2021\nM/s UTKAL CONSTRUCTION Revise No Date:\n\nOrder Type: PURCHASE ORDER\n\nAT-MALIPADA Effective From 01/01/2022 To 31/12/2022\nPOTD! Price Basis\nSAMBALPUR, ORISSA, IN 768 016 Transportation arrangement\n\nShip to Location HIRAKUD - POWER\nEmail: antanyanipanda7?@gmail.com Carer\nFax: () Currency PINR\nContact: ANTARYAM! PANDA (+91) 9861236394 Hindalco Contact Person: SIODHARTH KUNDA,\n\nGSTIN; 21ANPPPS5428H1ZU —State:21 - Odisha Email of Contact Person: sidharth kunda@adityabirla.com\n\nRet: MANPOWER LTS\n\n  \n\n \n\n \n\nOrder Unitof Rate/Urit value\nS|, Stock No, & Description Quanity Measurement (Rs) (Rs)\n+ u9t4116010028 HSNISAC: 365.000 MDY 8827.48" — 3222030,20\n- : ———— —\nPROVIDE: HOUSEKEEPING; TASK TYPE: CLEANING, SCOPE: CLEANINGOF = cost Tax@o% sooner\nUNIT 4 BOILER AND ESP 9. 10 AND 11 AND ITS PERIPHERIALS, ROADS AND\nDRAIN UNIT 4 BAT SWITCH YARD, UNIT 4 ESP CONTROL ROOM AND CAC SGST Tax@9% 289982.72\nCOMPRESSOR, TOOLS PROVIDED BY. HIL, MATERIAL PROVIDE BY: HIL Se\nCC Code Quantity item Total; —-3801995.64\n965.000 Need By: 31-DEC-2022 ”\nSupplier item: 9LTS 1 NLTS\nPaymant Terms: 15 Days Credit GRANO TOTAL:\n\n \n\nBilling Address Hindalco Industries Ltd, Hirakud Power, Hirakud - 768016, Sambalpur (ODISHA)\n{Hard copy of bills to be forwarded at shipping address)\nShipping address : Hindalco Industries Ltd, Hirakud Power, Hirakud - 768016, Sambalpur (ODISHA)\n\nNotes:\n\n1. THE ABOVE PRICE IS BASED ON ATTACHED LTS CALCULATION. —_——\n2. AS PER LTS, WAGES WILL BE PAID FOR NATIONAL HOLIDAYS & FESTIVAL HOLIDAYS, HOWEVER INCASE A LABOUR IS REQUIRED TO PERFORM.\nHIS JOB ON A HOLIDAY MENTIONED ABOVE, AS PER LAW THE CALCULATION FOR THAT DAY WILL BE APPLICABLE OVER AND ABOVE THE WAGES\nHE IS BEING PAID (BASIC+ DA)X 2 + OTHER ALLOWANCE-1. CONTRACTOR PROFIT WILL BE @9.5% FOR LTS /8.5% FOR NLTS AS APPLICABLE AND\nFIX\n\n3. SHIFT ALLOWANCE WILL BE PAID EXTRA AS PER LTS.\n\n4, PRO-RATA DEDUCTION WILL BE MADE FOR ABSENTISM AND DETERIORATION IN QUALITY OF SERVICE AS DECIDED BY THE AUTHORITY.\n\n5. PAYMENT ON MONTHLY BASIS WILL BE RELEASED WITHIN 15 DAYS OF SUBMISSION OF INVOICE.\n\n6. 10% OF TOTAL BILL VALUE WILL BE RETAINED BY THE COMPANY EVERY MONTH 4ND WILL BE RELEASED ANNUALLY ONLY AFTER PAYING.\nBONUS & OTHER DUES TO THE LABOURERS ENGAGED BY YOU.\n\n7. IT 1S MANDATORY TO PUT GST NUMBER IN THE INVOICE.\n\n8. MANPOWER SHOULD BE DEPLOYED AS PER REQUIREMENT OF THE MANAGEMENT\n\n9, LABOUR CESS 1% WILL BE PAID EXTRA, IF APPLICABLE.\n\n \n\nOTHER TERMS:\n\n1, JOB SHALL BE EXECUTED AS PER THE SCHEDULE ISSUED BY THE DEPARTMENT (TO BE COLLECTED IN ADVANCE).\n\n2. YOU / CONTRACTOR\'S SUPERVISOR SHALL MEET THE DEPARTMENTAL SUPERVISOR AT REGULAR INTERVAL DECIDED BY THE DEPARTMENT TO\nCONFIRM CHANGE IN SCHEDULE, IF ANY.\n\n3, YOU SHALL SUBMIT THE DAILY REPORT AFTER COMPLETION OF JOB IN THE PRESCRIBED FORMAT AS DIRECTED BY THE DEPARTMENT.\n\n4, NO EXTRA CLAIM TO BE MADE FOR CHANGE IN SCHEDULE FOR SIMILAR TYPE OF JOB.\n\n5. REFUSAL OF ANY JOB SIMILAR TO THE JOB ENLISTED IN THE ORDER OR FAILURE TO EXECUTE THE JOB AS PER SCHEDULE WILL BE LIASLE FOR\nPENALTY. PENALTY AMOUNT WILL BE DECIDED BY THE CONCERN DEPARTMENT.\n\n6. YOU SHALL SUBMIT THE PROOF FOR MATERIAL & CONSUMABLES USED ALONG WITH THE INVOICE\n\n7. SAFETY GEARS AS APPLICABLE WILL BE ISSUED TO YOU BY SAFETY DEPARTMENT. YOU SHALL DISTRIBUTE THE-SAME TO YOUR WORKMEN\nAND SHALL KEEP THE SUPPORTING DOCUMENT WHICH WILL BE VERIFIED BY HR FROM TIME TO TIME.\n\n8, HOUSEKEEPING OF AREAS AS INSTRUCTED 8Y DEPARTMENT WILL BE IN YOUR SCOPE. IF PROPER CLEANING IS NOT DONE THEN AMOUNT\nRELATED TO THAT JOB WILL BE DEDUCTED FOR THAT PARTICULAR OCCASION\n\nRegd. Office:\n\nHINDALCO INDUSTRIES LIMITED\n\nAhura Centre, 1st Floor, 8 Wing, Mahakali Caves Road Andheri(East), Mumbai 400083, india\nTel No. 91 22 6691 7000, Email: hindalco@acityabirla.com, Website’ www adityabiria com\nCorporate Identity No: |27020MH1958PLC011238\n\nPage of 13\n\n \n\x0c'</li><li>" \n\nGSTIN: 21AAACH1201R1ZZ\nHINDALCO INDUSTRIES LIMITED State Code: 21 - Odisha\n\nA GST Range/division:\nHIRAKUD POWER, HIRAKUD-768 016,0IST:SAMBALPUR (ODISHA) eee\n\nSambalpur\nPHONE: 0663-245 1365, FAX: 0683-2481342 GST Commissionerate -Cuttack\n\n  \n\nPURCHASE ORDER\n\nVendor Code: U138 P.OINo: —P/PO/SRV/2122/0774  Date:31-DEC-2021\nMis UTKAL CONSTRUCTION ated Nee Bae:\nOder Type: PURCHASE ORDER\nAT-MALIPADA, Effective From 04/01/2022 To 31/1; anes\nPO-HIRAKUD Pics Batis f\nTransportation arrangement\nSAMBALPUR, ORISSA, IN 768 016 eee : Neue mameR\nEmail: antanyanipanda??@gmail.com Carrier\nFax: () Currency SINR\nContact ANTARYAM! PANDA (+91) 9861236394 Hindalco Contact Person: SIDDHARTH KUNDA,\n\nGSTIN: 21ANPPPS428H1ZU Stat\n\nRet MANPOWER LTS\n\n \n\nEmail of Contact Person: sidharth kunda @adityabirla.com\n\n \n\n \n\n \n\n \n\n   \n\n \n\n \n\n~ Order Unit of Ratenit Value\nSi. Stock No. & Desexiption Quantity Measurement (Rs) (Rs)\n1 usititeoios7—SNISAC: SSS 366.000 DAY 2681.44” 978725.60\nJ PROVIDE: HOUSEKEEPING; TASK TYPE: CLEANING, SCOPE: CLEANING OF cost Txa0% eae\nCOAL HANDLING PLANT FROM TUNNEL TO BUNKER, INCLUDING CRUSHER aricoe eee\nHOUSE, TRANSFER POINTS, TAKE-UP PLATFORMS, DE FLOOR, CONTROL SGST Tax@: 3\nmM ER THE DEPT, TOOL: ———_—_____\nROOMS, SURROUNDING DRAINS, ALSO MISC, JOBS ASPER THE DEPT, TOOLS maa ees\nce Code Quantity\n365.000 Need By: 31-Dec-2022\nSupplier tem: 4.18\n\nPayment Terms: 15 Days Credit GRAND TOTAL: 1154896.20\n\n \n\n \n\nBilling Address: Hindalco industries Ltd, Hirakud Power, Hirakud - 768016, Sambalpur (QDISHA)\n(Hard copy of bills to be forwarded at shipping address)\nShipping address : Hindalco Industries Ltd, Hirakud Power, Hirakud - 768016, Sambalpur (ODISHA)\n\nNotes: ee es\n\n \n\n= |. THE ABOVE PRICE IS BASED ON ATTACHED LTS CALCULATION,\nJSS EER LTS. WAGES WIL BE PAID FOR NATIONAL HOLIDAYS & FESTIVAL HOLIDAYS, HOWEVER INCASE A LABOUR IS REQUIRED TO PERFORM\nHE IS BENG DR ORY MENTIONED ABOVE, AS PER LAW THE CALCULATION FOR THAT DAY WILL BE APPLICABLE OVER AND ABOVE THE WAGES,\nFix. > BEING PAIO (BASIC+ DA)X 2 + OTHER ALLOWANCE-1. CONTRACTOR PROFIT WILL BE @9.5% FOR LTS 18.54 FOR NETS AS APPLICABLE AND.\nFix\n3. SHIFT ALLOWANCE WILL BE PAID EXTRA AS PER LTS. +\n#: PRO-RATA DEDUCTION WILL BE MADE FOR ABSENTISM AND DETERIORATION IN QUALITY OF SERVICE AS DECIDED BY THE AUTHORITY,\na PAYMENT ON MONTHLY BASIS WILL BE RELEASED WITHIN 15 DAYS OF SUBMISSION OF INVOICE\n6\n\nJOeROF TOTAL BILL VALUE WILL BE RETAINED BY THE COMPANY EVERY MONTH AND WILL BE RELEASED ANNUALLY ONLY AFTER PAYING\nBONUS & OTHER DUES TO THE LABOURERS ENGAGED BY YOU.\n\n7. IT IS MANDATORY TO PUT GST NUMBER IN THE INVOICE,\nd 8. MANPOWER SHOULO BE DEPLOYED AS PER REQUIREMENT OF THE MANAGEMENT.\n9. LABOUR CESS 1% WILL BE PAID EXTRA, IF APPLICABLE,\n\nOTHER TERMS:-\n\n3308 SHALL BE EXECUTED AS PER THE SCHEDULE ISSUED BY THE DEPARTMENT (TO BE COLLECTED IN ADVANCE).\n2 YOU CONTRACTOR'S SUPERVISOR SHALL MEET THE DEPARTMENTAL SUPERVISOR AT REGULAR INTERVAL DECIDED BY THE DEPARTMENT TO\nCONFIRM CHANGE IN SCHEDULE, IF ANY. —— =\nFOE ekt SUBMIT THE DAILY REPORT AFTER COMPLETION OF JOB IN THE PRESCRIBED FORMAT AS DIRECTED BY THE DEPARTMENT.\n\n4, NO EXTRA CLAIM TO BE MADE FOR CHANGE IN SCHEDULE FOR SIMILAR TYPE OF JOB\n\nBE SOE ANY 208 SIMILAR TO THE JOB ENLISTED IN THE ORDER OR FAILURE TO EXECUTE THE JOB AS PER SCHEDULE WILL 8E LIABLE FOR\n\nPENALTY, PENALTY AMQUNT WILL BE DECIDED BY THE CONCERN DEPARTMENT.\n\n& YOU SHALL SUBMIT THE PROOF FOR MATERIAL & CONSUMABLES USED-ALONG WITH THE INVOICE °\n~ RL SAFETY GEARS AS APPLICABLE WILL BE ISSUED TO YOU BY SAFETY DEPARTMENT. YOU SHALL\n\nANO SHALL KEEP THE SUPPORTING DOCUMENT WHICH WILL BE VERIFIED BY HR FROM TIME TO TIME\n\n8: HOUSEKEEPING OF AREAS AS INSTRUCTED BY DEPARTMENT WILL BE IN YOUR SCOPE. If PROPER CLEANING IS NOT DONE THEN AMOUNT\n\n \n\nRegd. Office:\nHINDALCO INDUSTRIES LIMITED\n\nAhura Centre, 1st Floor, 8 Wing, Mahakall Caves Road Andheri(East), Mumbai 400093, india, Page 1 of 13\nTel No: 91 22 6891 7000, Email. hindalco@adityabiria.com, Website: www. adtyabiria corn\n\nCorporate Identity No: L27020MH1855PLC011238,\n\x0c"</li></ul> |
| 0     | <ul><li>'O.61.9023\n\n \n\nVW\n\x0c'</li><li>'pos 2 wee la 4\noh RRC om Bs q\n\nRodiAdd\n\nae apace Sg\n\n \n\n \n\x0c'</li><li>'SERVICE BILL\n\nVendor: JAIDURGA CONSTRUCTION (J123 )\n\n \n\nPO. No. incentive & Penality Tas WO Value Total Value\n\n \n\nP/PO/SRV/1820/1161 © 24397.98 0.00 36493104 419329.09\n\n \n\n \n\n| _— — Grand Total : 419329.00\n\n \n\nForwarded By: Be dat Forwarded Date - 10/0L1Q02)+\nForwarded By: 9.4 ode} Forwarded Date : Me gl-2)\n|. Forwarded By : A Wpwiv ED) ae Forwarded Date : 13) 01 | 5)\nL Forwarded By - Forwarded Date :\n7 Cheque / DD request No. : Cheque / DD request Date -\n\n| Approval value : 2} Cheque / DD Value -\n| isle! ae\n| CC CODE DESCRIPTION ws TOTAL VALUE\n\nO822KKK1 ASH MANAGEMENT- ASH TRANSPORATION 419323 00\n\n \n\nGrand Total : 419329.06\n\n \n\n \n\n4 (AN 9n34 Pana 4 afd\n\n \n\x0c'</li></ul>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      |

## Evaluation

### Metrics
| Label   | Accuracy |
|:--------|:---------|
| **all** | 1.0      |

## 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("Gopal2002/SERVICE_ZEON")
# Run inference
preds = model("ci lll ll Me

sy sa

< : Chet > 24.09 2? Lib Gs)
CTS 25M AS ow

           

pind
eo, YERIPHERLAL— —Sigh\
ATE. OUST EER ING re: vw
a cerpuer a Wa,
76.09.19 02 ym f tauren aoe ae ay Mi hid i c o) + :
f 24-09 «19 O° wo. “do -— mae oD wie - Ae 2 AC
” . a pie 1ay 4 qT
ie Oi. SOEs = = ple ak nyse a
29-09: 190 2W - ~ as 20 -¥. 44 oF ww +r An as
reearccene to 4. we Xs OL Ke get oe
HOt XK. 49 e cal de my.440 ini ed
o2xX 19.0 2mm “Ar a. gx. 440 De fe le ot
sy eam Pot A le eggoem po
0A. X. 2 Ale. Sa Wid ’ elt
o4 ‘4 0 2mm — 4: joe OR AA WE ay ea si
if c es

Hae.. 44 OL Wun.
( for.y. 14 0 2am. t

—4
Ae —4
a a QC
ope HOt wep A !
oq ke $4 0 2 Wh to —4e
40x. 44 © Lm qt ~—Ae Ye

15 xX a 0 7, WH “-

Lhe
|
&

4 1 A

6 &

 

\ \ yy
SA Lho®
i
a=
Ge

‘Q
“,

|

 
")
```

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## Training Details

### Training Set Metrics
| Training set | Min | Median   | Max |
|:-------------|:----|:---------|:----|
| Word count   | 2   | 284.6628 | 699 |

| Label | Training Sample Count |
|:------|:----------------------|
| 0     | 30                    |
| 1     | 24                    |
| 2     | 32                    |

### Training Hyperparameters
- batch_size: (32, 32)
- num_epochs: (2, 2)
- 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
- seed: 42
- eval_max_steps: -1
- load_best_model_at_end: False

### Training Results
| Epoch  | Step | Training Loss | Validation Loss |
|:------:|:----:|:-------------:|:---------------:|
| 0.0065 | 1    | 0.2818        | -               |
| 0.3268 | 50   | 0.0374        | -               |
| 0.6536 | 100  | 0.0053        | -               |
| 0.9804 | 150  | 0.003         | -               |
| 1.3072 | 200  | 0.0028        | -               |
| 1.6340 | 250  | 0.0029        | -               |
| 1.9608 | 300  | 0.0032        | -               |

### Framework Versions
- Python: 3.10.12
- SetFit: 1.0.3
- Sentence Transformers: 2.2.2
- Transformers: 4.35.2
- PyTorch: 2.1.0+cu121
- Datasets: 2.16.1
- Tokenizers: 0.15.0

## 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}
}
```

<!--
## Glossary

*Clearly define terms in order to be accessible across audiences.*
-->

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## Model Card Authors

*Lists the people who create the model card, providing recognition and accountability for the detailed work that goes into its construction.*
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## Model Card Contact

*Provides a way for people who have updates to the Model Card, suggestions, or questions, to contact the Model Card authors.*
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{"library_name": "setfit", "tags": ["setfit", "sentence-transformers", "text-classification", "generated_from_setfit_trainer"], "metrics": ["accuracy"], "widget": [{"text": "ci lll ll Me\n\nsy sa\n\n< : Chet > 24.09 2? Lib Gs)\nCTS 25M AS ow\n\n           \n\npind\neo, YERIPHERLAL\u2014 \u2014Sigh\\\nATE. OUST EER ING re: vw\na cerpuer a Wa,\n76.09.19 02 ym f tauren aoe ae ay Mi hid i c o) + :\nf 24-09 \u00ab19 O\u00b0 wo. \u201cdo -\u2014 mae oD wie - Ae 2 AC\n\u201d . a pie 1ay 4 qT\nie Oi. SOEs = = ple ak nyse a\n29-09: 190 2W - ~ as 20 -\u00a5. 44 oF ww +r An as\nreearccene to 4. we Xs OL Ke get oe\nHOt XK. 49 e cal de my.440 ini ed\no2xX 19.0 2mm \u201cAr a. gx. 440 De fe le ot\nsy eam Pot A le eggoem po\n0A. X. 2 Ale. Sa Wid \u2019 elt\no4 \u20184 0 2mm \u2014 4: joe OR AA WE ay ea si\nif c es\n\nHae.. 44 OL Wun.\n( for.y. 14 0 2am. t\n\n\u20144\nAe \u20144\na a QC\nope HOt wep A !\noq ke $4 0 2 Wh to \u20144e\n40x. 44 \u00a9 Lm qt ~\u2014Ae Ye\n\n15 xX a 0 7, WH \u201c-\n\nLhe\n|\n&\n\n4 1 A\n\n6 &\n\n \n\n\\ \\ yy\nSA Lho\u00ae\ni\na=\nGe\n\n\u2018Q\n\u201c,\n\n|\n\n \n\f"}, {"text": "SHRI SAI BRICKS & BLOCKS\n\nMONTH OF SEPTEMBER - 2019\n| out | ] | NET\nDATE VEHICLE SLNO TIME PLANT AppRESS | WT\n[22-09-2019 | 0b 17F 4129 | 09-19-659591 | 12.31 | SHREESAI BRICKS | BARGARH | 15.18\n27-09-2019 | 0D 17F 4229 | 09-19-660295 | 5.16 | SHREESAIBRICKS | BARGARH | 14.56.\n\n \n\n \n\n+\n|\n\n \n\n \n\n \n\n \n\n \n\nTOTAL 29.74 |\nMONTH OF OCTOBER - 2019\n] TIME NET\nDATE VEHICLE NO SL.NO. LL OUT BRICKS PLANT ADDRESS | WT _\n\n \n\nb\na\nAn\n=}\n\n10-05-2019 | OD17F4229 | 10-19-661801 | 19:50 | SHREESAIBRK &BL_| BARGARH |\n10-06-2019 | OD17F4129 | 10-19-661842 | 07:20 | SHREESAIBRK&BL | BARGARH | 15.14 |\n14/10/2019 | 0D17F4129 | 10-19-663006 | 00:26 _| SHREESAIBRK&BL_| BARGARH | 15.75\n| 14/10/2019 | 0017F4229 | 10-19-663007 | 00:37 | SHREESAIBRK&BL | BARGARH | 17.16 _\n16/10/2019 | 0017F4129 | 10-19-663413 | 04:14 _| SHREESAIBRK&BL_| BARGARH | 18.44\n\"16/10/2019 | 001764229 | 10-19-663414 | 04:33 | SHREESAIBRK&BL | BARGARH | 15.99\n31/10/2019 | OD17F4129 | 10-19-665660 | 00:31_| SHREESAIBRK&BL | BARGARH | 15.7\n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n \n\n(TOTAL 104.36\nMONTH OF NOVEMBER - 2019\n| - | TIME | NET\nDATE VEHICLE NO SL.NO. out | BRICKSPLANT | ADDRESS | WT\n[01-11-2019 | 0b17F 4129 | 11-19-665836 | 4.53 SHREE SAI BARGARH | 13.37 |\n15-11-2019 | 0D17F.4129 | 11-19-668335 | 0.51_| _ SHREESAl BARGARH | 14.70\n15-11-2019 | 0D17F 4229 | 11-19-668505 | 20.43 SHREE SAI BARGARH | 13.91,\n[47-11-2019 | 017 F 4229 | 11-19-668742 | 2.43 SHREE SAI BARGARH | 15.45\n[18-11-2019 | 0D17F 4229 | 11-19-668888 | 3.21 SHREESAl | BARGARH | 15.83\n[9311-2019 | 0D17F 4229 | 11-19-669818 | 2.41 SHREESAl | BARGARH | 12.95\n[23-11-2019 | 0p17F 4229 | 11-19-670013 | 23.45| _SHREESAl__|_BARGARH | 14.76\n27-11-2019 | 0D17F 4229 | 11-19-670566 | 3.25 SHREESAI | BARGARH | 15.63 |\n27-11-2009 | 0D 17F 4229 | 11-19-670698 | 16.35 SHREE SAI _BARGARH | 14.80 |\n27-11-2019 | 0b17F 4129 | 11-19-670702 | 16.47 SHREESAI | BARGARH | 14.25\n\n \n\n \n\n \n\n \n\n \n\nTOTAL _ 145.65)\n\nShree Bricks and Blocks, Bargara\n\ncde J\nCrollowt Past.\nFE \u2018or\n\nP\n\nAe\n\n  \n\f"}, {"text": "(ORIGINAL FOR RECIPIENT)\n\nPRADHAN ASSOCIATES PVT. LTD.\n\n(Engineering Contractors & Industrial Facilities Managers)\n\nPlot No. 126/2262, Khandagiri Vihar, Khandagiri , Bhubaneswar - 751030, Odisha, India.\nPhone: 91-674-2384575, 2384743 Fax: 91-674-2384604 E-mail: email@papl.tech website: www.papl.tech\nDETAILS OF RECEIPIENT (BILLED TO): TAX INVOICE\n(ISSUED UNDER RULE 46 OF CGST/ SGST RULES, 2017)\n\n    \n    \n   \n \n\n \n  \n   \n        \n  \n \n\nHINDALCO INDUSTRIES LIMITED\nPOWER PLANT, HIRAKUD-768016\nDIST- SAMBALPUR, ODISHA.\n\n   \n\n     \n\n \n\nINVOICE NO: PAPL/22/03/087\n\n    \n  \n   \n\n  \n\n \n  \n  \n\n21\n21AAACH1201R12Z\nAAACH1201R\n\nINVOICE DATE: 21-03-2022\n\n    \n\n   \n\n13602110726\n\n  \n\nDETAILS OF CONSIGNEE (SHIPPED TO):\n\n   \n \n\n    \n   \n \n \n\nHINDALCO INDUSTRIES LIMITED\nPOWER PLANT, HIRAKUD-768016\nDIST- SAMBALPUR, ODISHA.\n\n \n  \n\n    \n\nDATE OF ISSUE : 21-03-2022\n\n \n  \n\n      \n  \n \n\nPERIOD OF SERVICE: 01/12 - 31/12\n\nHSN/SAC ary TAXABLE VALUE\nCODE , (Rs.)\n\n998717 1.923 22719.00 43,688.64\n\n=f t\n\na oa\n\nPETER THE TAX IS PAYABLE ON REVERSE CHARGE BASIS:- NO\nAdd: CGST 9% 3,931.98\nAdd: SGST 9% 3,931.98\nAdd: IGST 0\n\nINVOICE TOTAL | dT 51,552.60\nTotal Invoice value (In Figures) INR 51,552.60\nTotal Invoice value (In words) RUPEES FIFTY ONE THOUSAND FIVE HUNDRED FIFTY TWO & PAISA SIXTY ONLY.\nCERTIFIED THAT THE PARTICULARS GIVEN ABOVE ARE TRUE AND CORRECT AND THE AMOUNT INDICATED REPRESENTS THE PRICE ACTUALLY CHARGED BY\nUS AND THERE IS NO FLOW OR ADDITIONAL CONDITION DIRECTLY OR INDIRECTLY FROM THE BUYER.\n\nOur GSTIN : 21AACCP4546K1ZH STATE CODE: 21 For PRADHAN ASSOCIATES PVT. LTD.\n\n      \n     \n\n \n \n \n\nSERVICE DESCRIPTION\n\nHIGH SKILLED ITI TECHNICIAN\n\n   \n  \n   \n\n  \n\n(FOR THE PERIOD 01/12/2021 TO 31/12/2021)\n\n  \n\nner ww\n\n    \n \n  \n  \n\n    \n\n \n\n  \n\n \n\n \n\n  \n \n \n\n \n\n \n   \n  \n\n \n \n       \n   \n\n    \n \n   \n   \n\n  \n  \n\nOur PAN : AACCP4546K\n\n \n \n\nFor Pradhan Associates Pvt, itd,\nOur CIN : U742100R1991PTC002871 WH ge\nCategory: Maint. & repair service of commercial & industrial machinery. Director\n\n  \n  \n\n \n\n    \n\n(E&0.E.) Authorized Signato\n\n    \n\f"}, {"text": "o\n\n \n\n \n\no\n\nGSTIN: 21AAACH1201R1ZZ\n\n| HINDALCO INDUSTRIES LIMITED State Code: 21 - Odisha\nBF HIRAKUD POWER, HIRAKUD-768 016,DIST. SAMBALPUR (ODISHA) aw\n\n\u00a9 PHONE: 0663.2481965, FAX 0663-2481342 GST Commissionerate -Cuttack\n\n   \n\n \n\n \n\nPURCHASE ORDER\nVendor Code: U138 P.CINo  P/POISRV/2122/0781 Date: 31-0&0-2021\nM/s UTKAL CONSTRUCTION Revise No Date:\n\nOrder Type\u2019 PURCHASE ORDER\n\n \n\n \n\n \n\n   \n\n \n\n \n\n \n\n \n\n \n\n \n\nAT-MALIPADA Effective From 01/01/2022 To 31/12/2022\nPOSIBAKUD: Price Basis\nSAMBALPUR, ORISSA, IN 768 016 Transportation arrangement\nShip to Location HIRAKUD - POWER\nEmail: antanyanipanda77@gmail.com Camier\nFax: () Curency INR\nContact: ANTARYAMI PANDA (+91) 9661236394 Hindalco Contact Person: SIDOHARTH KUNDA,\nGSTIN:21ANPPP5426H12U _State:21 - Odisha Email of Contact Person: sidharth kunda@adityabira.com\nRet MANPOWER LTS - - aa\nOrder Unit of Rate/trit Valve\nS1_ Stock No. & Description Quanity Measurement i) Rs)\n1 Yortt16010028 HSNISA 365.000 MDY 8827.48 \u00b0 \u2014 3222030.20\nPROVIDE: HOUSEKEEPING; TASK TYPE: CLEANING, SCOPE: CLEANING OF i\nUNIT 4 BOILER ANO ESP 9, 10 AND 11 AND ITS PERIPHERIALS, ROADS AND CONT Tees ee\nDRAIN UNIT 4 8AT SWITCH YARD, UNIT 4 ESP CONTROL ROOM AND CAC SGST Tax@o% 289982.72\nCOMPRESSOR, TOOLS PROVIDED BY. HIL, MATERIAL PROVIDE BY: HIL \u2014\u2014 Se\neeise \u2018Gusnty Item Tota \u2014\u2014-3801995.64\n365.000 Need By: 31-Dec-2022\n\u2018Supplier item: 9 LTS 1 NLTS\nPayment Terms: 15 Days Credit GRAND TOTAL: 3801995.64\n\n \n\nBilling Address: Hindalco Industries Ltd, Hirakud Power, Hirakud - 768016, Sambalpur (ODISHA)\n(Hard copy of bills to be forwarded at shipping address)\nShipping address ; Hindalco Industries Ltd, Hirakud Power, Hirakud - 7680 18, Sambalpur (ODISHA)\n\nNotes\n\n1. THE ABOVE PRICE IS BASED ON ATTACHED LTS CALCULATION. \u2014\u2014\u2014\u2014\u2014\n\n2. AS PER LTS, WAGES WILL BE PAID FOR NATIONAL HOLIDAYS & FESTIVAL HOLIDAYS, HOWEVER INCASE A LABOUR IS REQUIRED TO PERFORM\nHIS JOB ON A HOLIDAY MENTIONED ABOVE, AS PER LAW THE CALCULATION FOR THAT DAY WILL BE APPLICABLE OVER AND ABOVE THE WAGES:\nHE IS BEING PAID (BASIC DA)X 2 + OTHER ALLOWANCE-1, CONTRACTOR PROFIT WILL BE @9.5% FOR LTS /8.5% FOR NUTS AS APPLICABLE AND\nFIX\n\n3, SHIFT ALLOWANCE WILL BE PAID EXTRA AS PER LTS\n\n4. PRO-RATA DEDUCTION WILL BE MADE FOR ABSENTISM AND DETERIORATION IN QUALITY OF SERVICE AS DECIDED BY THE AUTHORITY\n\n5. PAYMENT ON MONTHLY BASIS WILL BE RELEASED WITHIN 15 DAYS OF SUBMISSION OF INVOICE\n\n6. 10% OF TOTAL BILL VALUE WILL BE RETAINED BY THE COMPANY EVERY MONTH 4NO WILL BE RELEASED ANNUALLY ONLY AFTER PAYING.\nBONUS & OTHER DUES TO THE LABOURERS ENGAGED BY YOU.\n\n7.1T IS MANDATORY TO PUT GST NUMBER IN THE INVOICE.\n\n8, MANPOWER SHOULD BE DEPLOYED AS PER REQUIREMENT OF THE MANAGEMENT.\n\n9. LABOUR CESS 1% WILL BE PAID EXTRA, IF APPLICABLE\n\nOTHER TERMS:-\n1, JOB SHALL BE EXECUTED AS PER THE SCHEDULE ISSUED BY THE DEPARTMENT (TO 8E COLLECTED IN ADVANCE).\n2, YOU / CONTRACTOR'S SUPERVISOR SHALL MEET THE DEPARTMENTAL SUPERVISOR AT REGULAR INTERVAL DECIDED 8Y THE DEPARTMENT TO\nCONFIRM CHANGE IN SCHEDULE, IF ANY\n3. YOU SHALL SUBMIT THE DAILY REPORT AFTER COMPLETION OF JOB IN THE PRESCRIBED FORMAT AS DIRECTED BY THE DEPARTMENT,\n4, NO EXTRA CLAIM TO BE MADE FOR CHANGE IN SCHEDULE FOR SIMILAR TYPE OF JO8,\n\nREFUSAL OF ANY JOB SIMILAR TO THE JOB ENLISTED IN THE ORDER OR FAILURE TO EXECUTE THE JOB AS PER SCHEDULE WILL BE LIABLE FOR\nPENALTY, PENALTY AMOUNT WILL BE DECIDED BY THE CONCERN DEPARTMENT.\n6, YOU SHALL SUBMIT THE PROOF FOR MATERIAL & CONSUMABLES USED ALONG WITH THE INVOICE.\n7. SAFETY GEARS AS APPLICABLE WILL BE ISSUED TO YOU BY SAFETY DEPARTMENT. YOU SHALL DISTRIBUTE THE SAME TO YOUR WORKMEN.\nAND SHALL KEEP THE SUPPORTING DOCUMENT WHICH WILL BE VERIFIED BY HR FROM TIME TO TIME\n8 HOUSEKEEPING OF AREAS AS INSTRUCTED BY DEPARTMENT WILL BE IN YOUR SCOPE. IF PROPER CLEANING IS NOT DONE THEN AMOUNT.\nRELATED TO THAT JOB WILL BE DEDUCTED FOR THAT PARTICULAR OCCASION\n\n   \n\nHINDALCO INOUSTRIES LIMITED secede\nAhura Centre, 1st Ficor, 8 Wing, Mahakall Caves Rload Ancher(East), Mumbai 400083, India, rage 10\n\nTel No: 91 22 6691 7000, Email: hindatco@adityabirla com, Website: www adityabiria c\nCorporate identity No: L27020MH1958PLC011238\n\n \n\n \n\f"}, {"text": "HINDALCO INDUSTRIES LIMITED\n\nHIRAKUD POWER, HIRAKUD-768 016,01STSAMBALPUR (ODISHA)\n\nGSTIN: 21AAACH1201R1ZZ\nState Code: 21 - Odisha\nGST Rangeldivision\n\n \n\nPHONE 0663-2481365, FAX: 0663-2481342\n\nSambalpur\nGST Commissionerate -Cuttack\n\nPURCHASE ORDER\n\nVendor Code D152\nM/s DUDHALA ROAD LINES\n\nNEW MARKET\nHIRAKUD\n\nSAMBALPUR, ORISSA. INDIA 768 016\n\nEmail: dudhalaroadiines@gmail com\nFax. ()9861153984\nContact: HIRU () 9861153984\n\nGSTIN: 21AHWPS4288D3ZV\u2014State:21 - Odisha\n\nP.O/No: P/PO/SRVI2122/0062 Date: 29-APR-2021\nRevise No: Date:\nOrder Type: PURCHASE ORDER\nEffective From 01/04/2021 To 31/03/2022\nPrice Basis\nTransporation arrangement\nShip to Location\nCartier\nCurrency INR\nHindalco Contact Person GOPINATH NAIK,\n\nEmail of Contact Person: gopinath.naik@adityabiria.com\n\nHIRAKUD - POWER\n\nRef SERVICE CHARGE AGAINST SUPPLY OF TRACTORS\n\nOrder Unit of Rate/Unit Value\nSI, Stock No. & Description Quantity Measurement (Rs.) (Rs.)\n1 $c073318 HSN/SAC: 100.000 DAY 1300.00 130000.00\nSERVICE CHARGE AGAINST SUPPLY OF TRACTORS COST Tax@0% 4170.00\n\nCC Code Quantity a\nrere Nese Bj a HaRARIREe SGST Tax@9% 11700.00\ntem Total: 153400.00\nPayment Terms: 15 Days Credit GRAND TOTAL: 153400.00\n\nan\n\nwilling Address: Hindalco Industries Ltd, Hirakud Power, Hirakud - 768016, Sambaipur (ODISHA)\n(Hard copy of bills to be forwarded at shipping address)\n\nShipping address : Hindalco Industries Ltd, Hirakud Power, Hirakud - 768016, Sambalpur (ODISHA)\n\nNotes\nREFER YOUR OFFER MAIL DT. 15-02-21\n\n1. JOB SHOULD BE CARRIED OUT AS PER INSTRUCTION OF ENGINEER INCHARGE.\n\n2. DIESEL AND DRIVER CHARGES WILL BE IN VENDOR'S SCOPE\n\n3. ENGAGEMENT OF TRACTOR WILL BE CALCULATED AS PER ACTUAL HOUR BASIS AND ENGAGEMENT OF TRACTOR WILL BE CALCULATED PER\nDAY BASIS (MAX TO 8 HRS PER DAY)\n\n4. THE REQUIRED VECHILE ( TRACTOR) SHALL HAVE PROPER REGISTRATION & INSURANCE AS PER THE STATE GOVERNMENT RULE AND THE\nDRIVERS SHOULD HAVE A VALID DRIVING LICENSE.\n\n5. ONE COPY OF VALID REGISTRATION & INSURANCE, FITTNESS OF THE VEHICLE MUST BE SUBMITTED TO HINDALCO BEFORE ENGAGEMENT OF\nTHE VEHICLE DRIVER HAVE TO CARRY ORIGINAL / COPIES OF ALL RELEATED DOCUMENTS WITH HIM WHILE ON DUTY.\n\n6. PLEASE REFER ANNEXURE-II. Ill A, S FOR DETAIL TERMS AND CONDITIONS.\n\n\"You will be raising valid Tax invoice as per GST Laws for the supply covered by the instant\nPO and comply with all the GST rules and regulations as notified and/or to be notified in future\nincluding filing of return . payment of taxes ete. Failure to comply with any of the provisions of\nGST Laws will tead to cancellation of this order and / or subject to any other action as\nmanagement wil deem fit *\n\n \n\nCHANORA MAKTHALA\n\nPlant Materials Head\nHindalco Industries Limited\nHirakud\nRegd. Office:\nHINDALCO INDUSTRIES LIMITED P;\nAhura Centre, 1st Floor, B Wing, Mahakali Caves Road Andheri(Eas!), Mumbai 400093, India \u2018age 1 of 12\n\nTel No: 91 22 6691 7000, Email: hindalco@adityabirla.com, Website: www.adityabirla.com\nCorporate Identity No: L27020MH1958PLC011238\n\f"}], "pipeline_tag": "text-classification", "inference": true, "base_model": "BAAI/bge-small-en-v1.5", "model-index": [{"name": "SetFit with BAAI/bge-small-en-v1.5", "results": [{"task": {"type": "text-classification", "name": "Text Classification"}, "dataset": {"name": "Unknown", "type": "unknown", "split": "test"}, "metrics": [{"type": "accuracy", "value": 1.0, "name": "Accuracy"}]}]}]}
setfit safetensors bert sentence-transformers text-classification generated_from_setfit_trainer arxiv:2209.11055 base_model:BAAI/bge-small-en-v1.5 model-index region:us