autoevaluator
HF staff
Add verifyToken field to verify evaluation results are produced by Hugging Face's automatic model evaluator
cf270b4
| license: apache-2.0 | |
| tags: | |
| - summarization | |
| - generated_from_trainer | |
| datasets: | |
| - samsum | |
| metrics: | |
| - rouge | |
| model-index: | |
| - name: t5-small-finetuned-samsum-en | |
| results: | |
| - task: | |
| type: text2text-generation | |
| name: Sequence-to-sequence Language Modeling | |
| dataset: | |
| name: samsum | |
| type: samsum | |
| args: samsum | |
| metrics: | |
| - type: rouge | |
| value: 44.3313 | |
| name: Rouge1 | |
| - task: | |
| type: summarization | |
| name: Summarization | |
| dataset: | |
| name: samsum | |
| type: samsum | |
| config: samsum | |
| split: test | |
| metrics: | |
| - type: rouge | |
| value: 40.0386 | |
| name: ROUGE-1 | |
| verified: true | |
| verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMmRlMjZmNjQyYWQ5MjcyM2M2MzUwMjk5ZTQxOTg3NzY1NjAxY2FkNzY5OGI2YjcxYTg1Y2M1Y2M2NDM2YmI1YSIsInZlcnNpb24iOjF9.xxrRepLefbFAUWkOJwOenMuwQ8g4i2QkEUgB_d1YsAv2aRRQd0vPfiGCMltGEtCxqrgQ6vmndOlkXIJhCPV9CQ | |
| - type: rouge | |
| value: 15.8501 | |
| name: ROUGE-2 | |
| verified: true | |
| verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYjQ4ZDQ0OTM2ZjI3NGExYWRjNWNjNTYwNjA0YWE0NWVkODJmODAwZTYzZjU3NzVhNjRiM2Y3ZDFhYjIwMTcxOSIsInZlcnNpb24iOjF9.UnymHQUy2s5P8yNUkFRhj6drPkKviYUNN2yB9E1KvYssNpRWnUbD5X_cVfYGWXVLPrtYe9dc-f7vSvm2Z1ZtDA | |
| - type: rouge | |
| value: 31.8084 | |
| name: ROUGE-L | |
| verified: true | |
| verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMTllNjQ2MGRjMTJkNmI3OWI5MTNmNWJjNmUyMTU1ZjkxYzkyNDg4MWI2MGU1NWI5NmZhMTFjNjE4ZTI5M2MyMiIsInZlcnNpb24iOjF9.rVGbelDJoVmcTD6OOQ7O8C_4LhrMMuYUniY_hAmmgZ8kU_wgtApwi6Ms1sgzqtvbF0cDHaLxejE9XPZ8ZDZMAA | |
| - type: rouge | |
| value: 36.0888 | |
| name: ROUGE-LSUM | |
| verified: true | |
| verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNWQyNmZmMjFkZTY2MDhjZmIzZDBkM2ZkYzUxZTcxMTcwMDVjMDdiMzljMjU2NDA5OTUxZTEwYzQwZjg2NDJmMiIsInZlcnNpb24iOjF9.ZEBUBcPLCURLXPN5upXDHaIVu_ilUEyvZd81nnppZCWEuULyp30jcpmzLFb91v0WwRHMDPIjPl0hlckzq71ICw | |
| - type: loss | |
| value: 2.1917073726654053 | |
| name: loss | |
| verified: true | |
| verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNjA0MDk3MWZiMDgxMDlkZDFjY2UwODM0MTk4MmY2NzlkNThmYTA0ODk5MzgyZWQwYjVlZGFlZmJmNjA2NDA2ZSIsInZlcnNpb24iOjF9.Wc_5Wpf_Wa0Xm0A7w2EYnF1_eQ-2QU_v6eXr8SHveBszH5YhZBW6GS3yKslVVKKIaAGSGKtLIHzMW1H-NqqNDA | |
| - type: gen_len | |
| value: 18.1074 | |
| name: gen_len | |
| verified: true | |
| verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNDFlMmU0MTAyMDM5M2UyZDA2N2U4MjQ3MjhjYjdkOGY1ODdlNDY1NWY3NTQ3MzBhOWE3OTk2ZGU3ZTYyNjU1ZCIsInZlcnNpb24iOjF9.Ob1cLE1iYpV00ae1RYRIUNZz7V-x8IYTcU6ofR5gf07PdRqfiOgZtpV0tN3yM0_nyAJI71J8fnC6yWq10Y0HBw | |
| <!-- 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. --> | |
| # t5-small-finetuned-samsum-en | |
| This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on the samsum dataset. | |
| It achieves the following results on the evaluation set: | |
| - Loss: 1.9335 | |
| - Rouge1: 44.3313 | |
| - Rouge2: 20.71 | |
| - Rougel: 37.221 | |
| - Rougelsum: 40.9603 | |
| ## 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: 5.6e-05 | |
| - train_batch_size: 10 | |
| - eval_batch_size: 10 | |
| - seed: 42 | |
| - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 | |
| - lr_scheduler_type: linear | |
| - num_epochs: 10 | |
| ### Training results | |
| | Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | | |
| |:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:-------:|:---------:| | |
| | 1.4912 | 1.0 | 300 | 1.9043 | 44.1517 | 20.0186 | 36.6053 | 40.5164 | | |
| | 1.5055 | 2.0 | 600 | 1.8912 | 44.1473 | 20.4456 | 37.069 | 40.6714 | | |
| | 1.4852 | 3.0 | 900 | 1.8986 | 44.7536 | 20.8646 | 37.525 | 41.2189 | | |
| | 1.4539 | 4.0 | 1200 | 1.9136 | 44.2144 | 20.3446 | 37.1088 | 40.7581 | | |
| | 1.4262 | 5.0 | 1500 | 1.9215 | 44.2656 | 20.6044 | 37.3267 | 40.9469 | | |
| | 1.4118 | 6.0 | 1800 | 1.9247 | 43.8793 | 20.4663 | 37.0614 | 40.6065 | | |
| | 1.3987 | 7.0 | 2100 | 1.9256 | 43.9981 | 20.2703 | 36.7856 | 40.6354 | | |
| | 1.3822 | 8.0 | 2400 | 1.9316 | 43.9732 | 20.4559 | 36.8039 | 40.5784 | | |
| | 1.3773 | 9.0 | 2700 | 1.9314 | 44.3075 | 20.5435 | 37.0457 | 40.832 | | |
| | 1.3795 | 10.0 | 3000 | 1.9335 | 44.3313 | 20.71 | 37.221 | 40.9603 | | |
| ### Framework versions | |
| - Transformers 4.19.2 | |
| - Pytorch 1.11.0+cu113 | |
| - Datasets 2.2.2 | |
| - Tokenizers 0.12.1 | |