File size: 3,933 Bytes
c8ed134 1bc026d c8ed134 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 |
---
license: apache-2.0
tags:
- generated_from_trainer
- summarization
datasets:
- xsum
- autoevaluate/xsum-sample
metrics:
- rouge
duplicated_from: autoevaluate/summarization
model-index:
- name: autoevaluate/summarization-not-evaluated
results:
- task:
type: summarization
name: Summarization
dataset:
name: autoevaluate/xsum-sample
type: autoevaluate/xsum-sample
config: autoevaluate--xsum-sample
split: test
metrics:
- type: rouge
value: 18.3975
name: ROUGE-1
verified: true
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYWVjY2U1N2I3MmI0ZGVhMzQwN2E0NzY0OTk3NDBjNWZhODVkMDQ4ZDMwYzUwYmQ3MDYyZmFmMTM2NGUwNTMzOSIsInZlcnNpb24iOjF9.-1drSQmRK8GwHjrGWpmCzRLWT9NDfImYiLZEsO4doWMsyz7lik00-roc0wFDrp6JpFb5Uc3vvaJ4dg4SlU3pBw
- type: rouge
value: 3.122
name: ROUGE-2
verified: true
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNmMxMjlkNzE0NTdiMzg3MTViOGM5ZWRlM2E4ODA0NWM2Y2M5NTQwYTI1NTUxMWJmNmIwNjcwNzYyMjZhNDliMSIsInZlcnNpb24iOjF9._qnIJsSZgY-Cr3lfUGOjsRakjg0L8HZmpI_bZnf2FJxJCOIDd4RjPAsibTdZLL5u3nJK72CstIvzLyAzPEdKCA
- type: rouge
value: 14.8693
name: ROUGE-L
verified: true
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZWZlNDkxODUwYzgxYzMzYzNlYWJlNDQyYTkxM2FjZmYyYjk1MDBlYmVkNGY3OWQxOTBkOGI2NzYwZTlhMGUyZSIsInZlcnNpb24iOjF9.eV8j4NkoIp2vhbXZGE6Np_DMc7zBB5gycg_wCcejCJ72vN_Pog8K_2Ltu2N-vtStJrM_3QmbZMnWMS0OgCDlCA
- type: rouge
value: 14.8537
name: ROUGE-LSUM
verified: true
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMjBjOWVhOTNmN2NiYjQyZmYwMzc1NTRjODIwYWY5MDIzYWU2MmQ0N2MxZjUyNDU4MDEzZWM0N2FjNGQxZmQ3NiIsInZlcnNpb24iOjF9.tUF5mFbt4iw3NXX8zmxAWLGKxiOJ0N6pMuot2EiPnGsCKv_s6zKf-Akc1NA89TjLGc8lMvUkKJyFbqIU1n9eBg
- type: loss
value: 3.0104541778564453
name: loss
verified: true
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYTM5NDI0ZjMxOWIwZGFhZTkxMzNkOGRiNjM4YTAxODkyMmZhOGYzNjQ0MTVmZWEyZWU5MTRlODM5YWYzYmIxYiIsInZlcnNpb24iOjF9.uCcjMNr5q_pL6HbVF5cwkh9yO2ni5GieWg5oWjhFWv5ZslnB7OqskPdLt_P3YMYQRUkYRamzdYQYh5qJB7oYCA
- type: gen_len
value: 18.05
name: gen_len
verified: true
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYjZhNmYxNjYxNTQ4MzA0YTNhYTIwMzVhZTNlMGE5MmI5M2JkZDY4MzA3YTY1Zjk4NjRhNjY5NjcxYjcwYmU3NSIsInZlcnNpb24iOjF9.JKyvAJB5uFL6srWzoj9P_OIK9tnT7GW8mGPFVNrY6SxjbupdIry2iPrM5YpBdt6sLeS5_DgdP80OGGjwfwBiBQ
---
<!-- 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. -->
# summarization
This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on the xsum dataset.
It achieves the following results on the evaluation set:
- Loss: 2.6690
- Rouge1: 23.9405
- Rouge2: 5.0879
- Rougel: 18.4981
- Rougelsum: 18.5032
- Gen Len: 18.7376
## 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: 2e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- training_steps: 1000
- mixed_precision_training: Native AMP
### Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:-------:|:---------:|:-------:|
| 2.9249 | 0.08 | 1000 | 2.6690 | 23.9405 | 5.0879 | 18.4981 | 18.5032 | 18.7376 |
### Framework versions
- Transformers 4.19.2
- Pytorch 1.11.0+cu113
- Datasets 2.2.2
- Tokenizers 0.12.1
|