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README.md ADDED
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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_final_model_15
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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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+ # financeLM_outputpath_final_model_15
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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 the None dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 1.9396
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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: 0.0001
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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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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss |
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+ |:-------------:|:-----:|:-----:|:---------------:|
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+ | 1.6902 | 1.0 | 671 | 1.3422 |
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+ | 1.0644 | 2.0 | 1342 | 1.3353 |
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+ | 0.8371 | 3.0 | 2013 | 1.4028 |
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+ | 0.6842 | 4.0 | 2685 | 1.4639 |
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+ | 0.5775 | 5.0 | 3356 | 1.5597 |
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+ | 0.4967 | 6.0 | 4027 | 1.6722 |
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+ | 0.438 | 7.0 | 4698 | 1.7115 |
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+ | 0.3909 | 8.0 | 5370 | 1.7681 |
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+ | 0.3556 | 9.0 | 6041 | 1.8081 |
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+ | 0.3293 | 10.0 | 6712 | 1.8478 |
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+ | 0.3076 | 11.0 | 7383 | 1.8752 |
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+ | 0.2908 | 12.0 | 8055 | 1.8949 |
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+ | 0.2781 | 13.0 | 8726 | 1.9260 |
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+ | 0.2685 | 14.0 | 9397 | 1.9298 |
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+ | 0.2602 | 14.99 | 10065 | 1.9396 |
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+
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+
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+ ### Framework versions
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+
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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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+ {
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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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