Training complete
Browse files- README.md +63 -0
- generation_config.json +11 -0
- model.safetensors +1 -1
README.md
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---
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license: apache-2.0
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base_model: tuner007/pegasus_summarizer
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tags:
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- simplification
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- generated_from_trainer
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metrics:
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- bleu
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model-index:
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- name: pegasus-trial
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results: []
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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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# pegasus-trial
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This model is a fine-tuned version of [tuner007/pegasus_summarizer](https://huggingface.co/tuner007/pegasus_summarizer) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.2040
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- Bleu: 78.9331
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- Gen Len: 25.4062
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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: 5.6e-05
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- train_batch_size: 3
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- eval_batch_size: 3
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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: 2
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
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|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|
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| 0.2604 | 1.0 | 1171 | 0.3016 | 77.0102 | 25.2188 |
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| 0.1384 | 2.0 | 2342 | 0.2040 | 78.9331 | 25.4062 |
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### Framework versions
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- Transformers 4.37.2
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- Pytorch 2.1.0+cu121
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- Datasets 2.17.1
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- Tokenizers 0.15.2
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generation_config.json
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{
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"bos_token_id": 0,
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"decoder_start_token_id": 0,
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"eos_token_id": 1,
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"forced_eos_token_id": 1,
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"length_penalty": 0.8,
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"max_length": 128,
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"num_beams": 8,
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"pad_token_id": 0,
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"transformers_version": "4.37.2"
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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size 2283652852
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version https://git-lfs.github.com/spec/v1
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oid sha256:a07a083856fe7cc9c4cfe0a4aba429ab3b3081af8005e279b86097ba550fa1e9
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size 2283652852
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