autoevaluator
HF staff
Add verifyToken field to verify evaluation results are produced by Hugging Face's automatic model evaluator
5270882
| license: apache-2.0 | |
| tags: | |
| - summarization | |
| - generated_from_trainer | |
| datasets: | |
| - samsum | |
| metrics: | |
| - rouge | |
| model-index: | |
| - name: bart-base-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: 46.8825 | |
| name: Rouge1 | |
| - task: | |
| type: summarization | |
| name: Summarization | |
| dataset: | |
| name: samsum | |
| type: samsum | |
| config: samsum | |
| split: test | |
| metrics: | |
| - type: rouge | |
| value: 45.0692 | |
| name: ROUGE-1 | |
| verified: true | |
| verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYmJmZGIzMjdlODZhOThjMTFhYzM3NWJjOTNjMjkyN2U4NmE2YjViZmM0ZTBkNTU0NTc0YmZlMGY4NDI1NmM0YyIsInZlcnNpb24iOjF9.4p6xyMhFMia_Ms0bohyUchjrHhYvz7tH_O9LdeEK5FYF6pWEWs3Aw3i6LCc2HPnsge2ZKG-pzsRdbMJwO5w4Bg | |
| - type: rouge | |
| value: 20.9049 | |
| name: ROUGE-2 | |
| verified: true | |
| verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNTY3OTVmM2E5ZmRjYzYzZmE3MGQwODNmMTk0MGJjMTRkMDQ2NGEwNGY0ZTA3OWJjODIzOWVkYTgwZjRjNzhkYiIsInZlcnNpb24iOjF9.YKFCR8fT38vuj9TA9wZHUNX6hmV0_m4yErKuuVvEBtWSwOmrzIrdSHVk40wSQomojTFFA9HRAZ_Ssf0rke_SAw | |
| - type: rouge | |
| value: 37.3128 | |
| name: ROUGE-L | |
| verified: true | |
| verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZDZhN2I5NDdjNTEwYzg2YTZlMWJkZDFmYmE0NDkzYmI4Mjg2YjVkYTQwMmEyMTEzZmI4YzBmMDg3OWY5MDQ0MiIsInZlcnNpb24iOjF9.RFrkndxIOt61Vs59zCdI09IXh349inPilhD-bXvpqfUKa92PTUNBqsumL8lzS4N7uEcfca1QYG4STEy_Efc9Dw | |
| - type: rouge | |
| value: 40.662 | |
| name: ROUGE-LSUM | |
| verified: true | |
| verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMGIxMjlkZjY3ZDNiOGQwM2FlNTExYjI5OGIwOGUxYTU4ZGFiNGRjOTU5MTFjMDQ2YWU2MzU3M2E0NTQ3Yjk4MiIsInZlcnNpb24iOjF9.AEJgh8jnUs0nyIsUj6mNxyqIzfFRVwqEowIMnK-xnSRbuMkCMEREeao4FSK2a0Cx5rNkXuEW4fBIRDrhyDKIBA | |
| - type: loss | |
| value: 5.763935565948486 | |
| name: loss | |
| verified: true | |
| verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYzc2Yzc5YjRjOGFjZmIwYTFiYzNiN2VmNzJiNjdlZmRhNjZlNzU4ZDc1OWE2MTk1MjQ5MGM0NDNmMDY3NTZmYiIsInZlcnNpb24iOjF9.r-Z0kcXf81IlDxT0yYoLjya7Uc3q6sJT0LxzhIdKVYc3mOoxPLMX1_vLQPX8fsIHIqPHPtKczfZ_z6mB0yptBg | |
| - type: gen_len | |
| value: 18.4921 | |
| name: gen_len | |
| verified: true | |
| verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiY2NkYTg0MGFiYmJiZWI1ZjYzMGEzOGM1MGM2NjgyNzE2MTk2ZTc3MTQ2Mzg4Y2U5NTM3MDBiNTQ5YzUwNzAzYyIsInZlcnNpb24iOjF9.fn2kkheKjJJio6pcI0X0OWMEE08CuO35VrebfTNqTGJDV3U5O2f6Vf6RMo0d5b4N5X-E5-Ju-7k2CDxNi8CAAw | |
| <!-- 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. --> | |
| # bart-base-finetuned-samsum-en | |
| This model is a fine-tuned version of [facebook/bart-base](https://huggingface.co./facebook/bart-base) on the samsum dataset. | |
| It achieves the following results on the evaluation set: | |
| - Loss: 2.3676 | |
| - Rouge1: 46.8825 | |
| - Rouge2: 22.0923 | |
| - Rougel: 39.7249 | |
| - Rougelsum: 42.9187 | |
| ## 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: 3 | |
| ### Training results | |
| | Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | | |
| |:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:-------:|:---------:| | |
| | 0.5172 | 1.0 | 300 | 2.1613 | 47.4152 | 22.8106 | 39.93 | 43.3639 | | |
| | 0.3627 | 2.0 | 600 | 2.2771 | 47.2676 | 22.6325 | 40.1345 | 43.19 | | |
| | 0.2466 | 3.0 | 900 | 2.3676 | 46.8825 | 22.0923 | 39.7249 | 42.9187 | | |
| ### Framework versions | |
| - Transformers 4.19.2 | |
| - Pytorch 1.11.0+cu113 | |
| - Datasets 2.2.2 | |
| - Tokenizers 0.12.1 | |