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Duplicate from chrlu/zephyr-7b-gemma-log_ratio_modulated_loss

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README.md ADDED
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+ ---
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+ license: other
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+ base_model: HuggingFaceH4/zephyr-7b-gemma-sft-v0.1
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+ tags:
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+ - alignment-handbook
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+ - generated_from_trainer
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+ datasets:
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+ - argilla/dpo-mix-7k
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+ model-index:
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+ - name: zephyr-7b-gemma-log_ratio_modulated_loss
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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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+ # zephyr-7b-gemma-log_ratio_modulated_loss
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+
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+ This model is a fine-tuned version of [HuggingFaceH4/zephyr-7b-gemma-sft-v0.1](https://huggingface.co/HuggingFaceH4/zephyr-7b-gemma-sft-v0.1) on the argilla/dpo-mix-7k dataset.
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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: 5e-07
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+ - train_batch_size: 2
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+ - eval_batch_size: 4
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+ - seed: 42
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+ - distributed_type: multi-GPU
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+ - num_devices: 8
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+ - gradient_accumulation_steps: 8
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+ - total_train_batch_size: 128
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+ - total_eval_batch_size: 32
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+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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+ - lr_scheduler_type: cosine
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+ - lr_scheduler_warmup_ratio: 0.1
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+ - num_epochs: 2
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+
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+ ### Training results
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+
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.40.1
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+ - Pytorch 2.1.2+cu121
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+ - Datasets 2.19.0
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+ - Tokenizers 0.19.1
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+ "eval_loss": 0.5234470367431641,
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+ "eval_rewards/accuracies": 0.6875,
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+ "eval_samples": 750,
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+ "eval_samples_per_second": 6.005,
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+ "eval_steps_per_second": 0.192,
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+ "total_flos": 0.0,
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+ "train_loss": 0.5405629426240921,
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+ "train_runtime": 2172.3856,
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+ "train_samples": 6750,
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+ "train_samples_per_second": 6.214,
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+ "train_steps_per_second": 0.048
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+ }
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