Model save
Browse files- README.md +74 -0
- generation_config.json +6 -0
README.md
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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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model-index:
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- name: financeLM_outputpath_sa
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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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# financeLM_outputpath_sa
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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: 2.7298
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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: 0.0002
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- train_batch_size: 4
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- eval_batch_size: 8
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- seed: 42
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- gradient_accumulation_steps: 4
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- total_train_batch_size: 16
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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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- lr_scheduler_warmup_ratio: 0.03
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- num_epochs: 15
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 2.1212 | 1.0 | 239 | 1.7495 |
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| 1.4843 | 2.0 | 478 | 1.7029 |
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| 1.1487 | 3.0 | 717 | 1.7705 |
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| 0.8833 | 4.0 | 957 | 1.9256 |
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| 0.6808 | 5.0 | 1196 | 2.1313 |
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| 0.5321 | 6.0 | 1435 | 2.3003 |
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| 0.4316 | 7.0 | 1674 | 2.4160 |
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| 0.363 | 8.0 | 1914 | 2.4643 |
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| 0.3153 | 9.0 | 2153 | 2.5424 |
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| 0.2811 | 10.0 | 2392 | 2.6034 |
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| 0.2561 | 11.0 | 2631 | 2.6334 |
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| 0.2341 | 12.0 | 2871 | 2.6710 |
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| 0.2201 | 13.0 | 3110 | 2.6970 |
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| 0.2078 | 14.0 | 3349 | 2.7185 |
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| 0.1983 | 14.98 | 3585 | 2.7298 |
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### Framework versions
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- Transformers 4.35.0
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- Pytorch 2.1.2+cu121
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- Datasets 2.14.5
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- Tokenizers 0.14.1
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generation_config.json
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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": "4.35.0"
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}
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