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  1. README.md +61 -7
  2. generation_config.json +6 -0
README.md CHANGED
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  ---
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- license: apache-2.0
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- datasets:
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- - knkarthick/dialogsum
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- language:
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- - en
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  metrics:
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  - rouge
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- pipeline_tag: text-generation
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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+ license: mit
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+ base_model: openai-community/gpt2
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+ tags:
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+ - generated_from_trainer
 
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  metrics:
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  - rouge
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+ model-index:
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+ - name: dialogsum_gpt2
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+ results: []
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+ ---
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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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+
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+ # dialogsum_gpt2
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+
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+ This model is a fine-tuned version of [openai-community/gpt2](https://huggingface.co/openai-community/gpt2) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 2.3211
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+ - Rouge1: 0.4866
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+ - Rouge2: 0.1609
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+ - Rougel: 0.3868
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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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: 8
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+ - eval_batch_size: 8
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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: 3.0
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel |
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+ |:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|
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+ | 2.3713 | 1.0 | 875 | 2.3516 | 0.4821 | 0.1533 | 0.3775 |
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+ | 2.2024 | 2.0 | 1750 | 2.3249 | 0.4820 | 0.1560 | 0.3806 |
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+ | 1.988 | 3.0 | 2625 | 2.3211 | 0.4866 | 0.1609 | 0.3868 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.42.4
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+ - Pytorch 2.3.1+cu121
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+ - Datasets 2.20.0
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+ - Tokenizers 0.19.1
generation_config.json ADDED
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+ {
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+ "_from_model_config": true,
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+ "bos_token_id": 50256,
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+ "eos_token_id": 50256,
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+ "transformers_version": "4.42.4"
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+ }