README.md

---
license: cc-by-nc-sa-4.0
tags:
- generated_from_trainer
- longt5
- summarization
base_model: google/long-t5-tglobal-base
model-index:
- name: longt5-mediasum
  results:
  - task:
      type: summarization
      name: Summarization
    dataset:
      name: xsum
      type: xsum
      config: default
      split: test
    metrics:
    - type: rouge
      value: 22.7044
      name: ROUGE-1
      verified: true
      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMzMyZDQwNWY4M2I2YTM2ZjY1MWFhMWQ4NDAxNTg4N2Y2MDE4NGMyMjJiMTkyYzcwNzg2MWU0Y2YyNGU5MDM4OCIsInZlcnNpb24iOjF9.2MQgk8ReWfDWi98sJyIuEqSXUxumfMjUZl1raOfHiK4TP45FwLKzc5Un-dLbS7yb8L6rEGEKJMGbiFKeapzJBw
    - type: rouge
      value: 5.616
      name: ROUGE-2
      verified: true
      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNWIxYTFmNGUzMjMwODA4NTlkZjk4MTllYmVmOGJlYTI3NzA3MTQzY2RkMWJlOTdiM2ZkZWVkNDk0ZjhlMzQxNSIsInZlcnNpb24iOjF9.XwtjOwmYE-NxbH6kOYxDgMpXTNL6XwiSGGi4cdtBu7O0cdjNUh0dnfihvEvJegMM8cnQaQeu47g0zxuLP1LQBQ
    - type: rouge
      value: 18.0111
      name: ROUGE-L
      verified: true
      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYzYzNGExYTc5MmZiMTNhYjM1ZDhjZDNiYTNlMDZhMzdiMjRhNzk2NWI1ZjRkMDlmMGUwOGMxYzhiYzE0MmFhOSIsInZlcnNpb24iOjF9.nPERc8JZ4VaUTSkUZS7vwbZecdWn1uIpIBN6zFTFLQnfuCIP7ZlgDegUGEaehoERJubHVf60Z24I0aYxq2q0DQ
    - type: rouge
      value: 18.1554
      name: ROUGE-LSUM
      verified: true
      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYjMwNTg3MWIxZGQxMzdhMGM0NTg5NDZlYWZhZThjYTUzZjcwODUyMDgwNTY0YWRlOTI4Y2NlOTY3Mzc2ZjU2MCIsInZlcnNpb24iOjF9.syWVW4_SlY4JDqE96kpz3qGXGfhF8wezAj87p4RzQpJ7Fp7ie1-v5EgTOy4ZFMdtemQCyqiQYAQwcVckttrLBg
    - type: loss
      value: 2.1656227111816406
      name: loss
      verified: true
      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiM2UyNWMwNmQwOWU4YjA3MzMzYWQzMTgwYzJjMjNkYTlhMmQ4NTAzMzE1YzlkMWRiZDEzYzJlMGJmMzJkZjEwMyIsInZlcnNpb24iOjF9.8FY9EcQPrS4KXJyJBuX2uLD5VxLlGxRC33qxPuyAg5W9WsXm6XSjb0ZCJ8T-Xl3YlwV9bSL6UMq4MPleEjiNCA
    - type: gen_len
      value: 18.3527
      name: gen_len
      verified: true
      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiM2U0Y2E5NzU1MTNhOGRkYmNhNjI2NGQ1NjJiMDc1MmI5NTE2MDJjMDA4NjMxODcyMDJhN2FhZWI0ZThhNzZhNyIsInZlcnNpb24iOjF9.e3yQ--2AjvVzCM-HXzvB-lN4g6eMxqjQ1AyhFqftit8kFmoKnLqoa2ytoyOZmlnXvkCRmpgfSAYq-tnceINLDw
  - task:
      type: summarization
      name: Summarization
    dataset:
      name: cnn_dailymail
      type: cnn_dailymail
      config: 3.0.0
      split: test
    metrics:
    - type: rouge
      value: 21.1522
      name: ROUGE-1
      verified: true
      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNTkwZWEzYzEyMjdjZTA5MjBlOTM5MDI3NWEzZWJkOWEwNjIwMGNkNjU4NGM1YjVhZjIxNjI2NzJkM2NhZjc4MCIsInZlcnNpb24iOjF9.f9REqBITFW-Y1GjOmq-e1zUI0qK2MQxEsCe9NQZbCFNeygvdhD2CkTslUbTIXpuDcA_bWAJsNiL2VAMSL1ZDAw
    - type: rouge
      value: 8.1315
      name: ROUGE-2
      verified: true
      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMjg3MDYxMjVmNGIzYzlmMTBkNjcxODA1MDliNjBlY2I5ODQ4YzQwY2RmMDBlYmYwMTgyOThlMjQ0NjY2MDdhNSIsInZlcnNpb24iOjF9.mJwLahXr-lvwEv1L9PlFfV0dqxN8m3OciTV9wdoENBaj7JLtBnev-LL8oivi-fBRY-WcVpUGpjyx1fQxwLF2Aw
    - type: rouge
      value: 16.6625
      name: ROUGE-L
      verified: true
      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNmUyOTc0MWVmYTQwY2ViMDNjYWE2Mzc3OWFkNGI1YzUxMmU3YjgxMjMyMmY5ZjIzOGRjYmY0OGIxZTMzN2I5MSIsInZlcnNpb24iOjF9.1gGyxK6SIY4AcR_6-7An94GyRx4q_Fj4Zmm8zNSE4HqHq3dFUmWfFYGZVgLUOswMr03di63QqmFyVnjW0TqmBw
    - type: rouge
      value: 19.3603
      name: ROUGE-LSUM
      verified: true
      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMGRmMzkxYzRkMTA4ZDYzZWE2MDM4NWU1NjFiYWVjOGVhMjc1N2YzZWI2MmY2OTY3MjVkYmExZGY1ZTcyYjIwOCIsInZlcnNpb24iOjF9.vVMF4qaE5Wg9vZuBVOtcR89L_NldNk49sgEyAFVvx_hhjOx5nZvygseHcwqemMjUlrTzOuRD15x-XbH-62qhBw
    - type: loss
      value: 1.899269700050354
      name: loss
      verified: true
      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOTU5ZDUzYTc0OTc1YWUyNjY0NDU3NDhlODljNGNlN2E4ZTQzYjNhMWM0NDYyNTE5Yjk4ZDE3ZTNjZDdmYmQyYSIsInZlcnNpb24iOjF9.SuRSjdfuA_NE3WHglrxbIaPZ-Hg9-F6jB37Cb_MPIME2h3a30qafO9tFmxUsR_JCDNfuILwrGEHT1PJmq4NQDQ
    - type: gen_len
      value: 17.853
      name: gen_len
      verified: true
      verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNWU2MDRmMTliNzhkMzdmNmM2NTA2Y2NmYjVhOWJjYmQzZTUxYWM1MGYzMzBjODdiMzY2YjMzYjE4Y2FkNjExZCIsInZlcnNpb24iOjF9.J5NYms5Hg9iLFgTq0YqYXP86H9A0PClmG2eLi09BBs9L8F-PhQhiuzzCeD1HA2fC_6mtLyEv6PPLZCr6Ax7DCQ
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->

# longt5-mediasum

This model is a fine-tuned version of [google/long-t5-tglobal-base](https://huggingface.co/google/long-t5-tglobal-base) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 2.0129

## Model description

More information needed

## Intended uses & limitations

More information needed

## Training and evaluation data

More information needed

## Training procedure

### Training hyperparameters

The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 12
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 3.0

### Training results

| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 2.66          | 1.0   | 1667 | 2.0643          |
| 2.472         | 2.0   | 3334 | 2.0241          |
| 2.3574        | 3.0   | 5001 | 2.0129          |


### Framework versions

- Transformers 4.20.1
- Pytorch 1.11.0a0+17540c5
- Datasets 2.3.2
- Tokenizers 0.12.1