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| license: apache-2.0 | |
| tags: | |
| - generated_from_trainer | |
| datasets: | |
| - summarize_from_feedback | |
| metrics: | |
| - rouge | |
| model-index: | |
| - name: flan-t5-large-finetuned-openai-summarize_from_feedback | |
| results: | |
| - task: | |
| name: Sequence-to-sequence Language Modeling | |
| type: text2text-generation | |
| dataset: | |
| name: summarize_from_feedback | |
| type: summarize_from_feedback | |
| config: comparisons | |
| split: train | |
| args: comparisons | |
| metrics: | |
| - name: Rouge1 | |
| type: rouge | |
| value: 30.2401 | |
| - name: Rouge2 | |
| type: rouge | |
| value: 11.4916 | |
| - name: RougeL | |
| type: rouge | |
| value: 24.6485 | |
| - name: RougeLSum | |
| type: rouge | |
| value: 26.1801 | |
| pipeline_tag: summarization | |
| <!-- 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. --> | |
| # flan-t5-large-finetuned-openai-summarize_from_feedback | |
| This model is a fine-tuned version of [google/flan-t5-large](https://huggingface.co/google/flan-t5-large) on the summarize_from_feedback dataset. | |
| It achieves the following results on the evaluation set: | |
| - Loss: 2.3118 | |
| - Rouge1: 30.2401 | |
| - Rouge2: 11.4916 | |
| - Rougel: 24.6485 | |
| - Rougelsum: 26.1801 | |
| - Gen Len: 18.8428 | |
| ## 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: 16 | |
| - eval_batch_size: 32 | |
| - seed: 42 | |
| - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 | |
| - lr_scheduler_type: linear | |
| - num_epochs: 6 | |
| ### Training results | |
| See [Tensorboard](https://huggingface.co/mrm8488/flan-t5-large-finetuned-openai-summarize_from_feedback/tensorboard) | |
| ### Citation | |
| ``` | |
| @misc {manuel_romero_2023, | |
| author = { {Manuel Romero} }, | |
| title = { flan-t5-large-finetuned-openai-summarize_from_feedback (Revision 51666f9) }, | |
| year = 2023, | |
| url = { https://huggingface.co/mrm8488/flan-t5-large-finetuned-openai-summarize_from_feedback }, | |
| doi = { 10.57967/hf/0266 }, | |
| publisher = { Hugging Face } | |
| } | |
| ``` | |
| ### Framework versions | |
| - Transformers 4.25.1 | |
| - Pytorch 1.13.0+cu116 | |
| - Datasets 2.8.0 | |
| - Tokenizers 0.13.2 |