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README.md ADDED
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+ ---
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+ base_model: GeneZC/MiniChat-1.5-3B
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+ datasets:
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+ - generator
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+ library_name: peft
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+ license: apache-2.0
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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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+ model-index:
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+ - name: rogue_llm
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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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+ # rogue_llm
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+
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+ This model is a fine-tuned version of [GeneZC/MiniChat-1.5-3B](https://huggingface.co/GeneZC/MiniChat-1.5-3B) on the generator dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.9718
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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: 0.0002
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+ - train_batch_size: 12
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+ - eval_batch_size: 8
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+ - seed: 42
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+ - gradient_accumulation_steps: 2
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+ - total_train_batch_size: 24
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+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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+ - lr_scheduler_type: constant
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+ - lr_scheduler_warmup_ratio: 0.03
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+ - num_epochs: 5
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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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+ | 1.9708 | 1.0 | 109 | 1.0519 |
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+ | 1.0169 | 2.0 | 218 | 1.0048 |
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+ | 0.9291 | 3.0 | 327 | 0.9689 |
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+ | 0.8302 | 4.0 | 436 | 0.9539 |
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+ | 0.7325 | 5.0 | 545 | 0.9718 |
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+
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+
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+ ### Framework versions
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+
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+ - PEFT 0.7.2.dev0
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+ - Transformers 4.36.2
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+ - Pytorch 2.3.0+cu121
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+ - Datasets 2.16.1
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+ - Tokenizers 0.15.2
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