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--- |
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license: apache-2.0 |
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tags: |
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- generated_from_trainer |
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datasets: |
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- summarize_from_feedback |
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metrics: |
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- rouge |
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pipeline_tag: summarization |
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base_model: google/flan-t5-large |
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model-index: |
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- name: flan-t5-large-finetuned-openai-summarize_from_feedback |
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results: |
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- task: |
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type: text2text-generation |
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name: Sequence-to-sequence Language Modeling |
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dataset: |
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name: summarize_from_feedback |
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type: summarize_from_feedback |
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config: comparisons |
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split: train |
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args: comparisons |
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metrics: |
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- type: rouge |
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value: 30.2401 |
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name: Rouge1 |
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- type: rouge |
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value: 11.4916 |
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name: Rouge2 |
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- type: rouge |
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value: 24.6485 |
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name: RougeL |
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- type: rouge |
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value: 26.1801 |
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name: RougeLSum |
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--- |
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You |
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should probably proofread and complete it, then remove this comment. --> |
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# flan-t5-large-finetuned-openai-summarize_from_feedback |
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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. |
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It achieves the following results on the evaluation set: |
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- Loss: 2.3118 |
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- Rouge1: 30.2401 |
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- Rouge2: 11.4916 |
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- Rougel: 24.6485 |
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- Rougelsum: 26.1801 |
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- Gen Len: 18.8428 |
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## Model description |
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More information needed |
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## Intended uses & limitations |
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More information needed |
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## Training and evaluation data |
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More information needed |
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## Training procedure |
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### Training hyperparameters |
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The following hyperparameters were used during training: |
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- learning_rate: 5e-05 |
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- train_batch_size: 16 |
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- eval_batch_size: 32 |
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- seed: 42 |
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
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- lr_scheduler_type: linear |
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- num_epochs: 6 |
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### Training results |
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See [Tensorboard](https://huggingface.co/mrm8488/flan-t5-large-finetuned-openai-summarize_from_feedback/tensorboard) |
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### Citation |
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``` |
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@misc {manuel_romero_2023, |
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author = { {Manuel Romero} }, |
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title = { flan-t5-large-finetuned-openai-summarize_from_feedback (Revision 51666f9) }, |
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year = 2023, |
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url = { https://huggingface.co/mrm8488/flan-t5-large-finetuned-openai-summarize_from_feedback }, |
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doi = { 10.57967/hf/0266 }, |
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publisher = { Hugging Face } |
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} |
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``` |
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### Framework versions |
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- Transformers 4.25.1 |
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- Pytorch 1.13.0+cu116 |
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- Datasets 2.8.0 |
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- Tokenizers 0.13.2 |
