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README.md ADDED
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+ ---
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+ license: apache-2.0
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+ library_name: peft
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+ tags:
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+ - trl
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+ - sft
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+ - generated_from_trainer
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+ base_model: Deci/DeciLM-7B
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+ model-index:
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+ - name: DeciLM7B-FineTuning-checkpoints
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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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+ # DeciLM7B-FineTuning-checkpoints
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+
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+ This model is a fine-tuned version of [Deci/DeciLM-7B](https://huggingface.co/Deci/DeciLM-7B) on the None dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 2.6058
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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: 0.0003
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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: reduce_lr_on_plateau
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+ - lr_scheduler_warmup_steps: 150
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+ - training_steps: 738
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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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+ | 1.2254 | 3.23 | 100 | 2.1523 |
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+ | 0.4367 | 6.45 | 200 | 2.2709 |
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+ | 0.3763 | 9.68 | 300 | 2.4208 |
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+ | 0.3719 | 12.9 | 400 | 2.4735 |
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+ | 0.355 | 16.13 | 500 | 2.7165 |
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+ | 0.3513 | 19.35 | 600 | 2.7926 |
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+ | 0.3738 | 22.58 | 700 | 2.6058 |
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+
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+
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+ ### Framework versions
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+
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+ - PEFT 0.7.1
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+ - Transformers 4.36.2
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+ - Pytorch 2.1.0+cu121
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+ - Datasets 2.16.1
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+ - Tokenizers 0.15.0
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