Commit
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greatakela/mistral-instruct-generation
Browse files
README.md
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This model is a fine-tuned version of [mistralai/Mistral-7B-Instruct-v0.1](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.1) on an unknown dataset.
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It achieves the following results on the evaluation set:
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## Model description
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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_steps: 0.03
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- training_steps:
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 1.0537 | 0.04 | 20 | 1.0320 |
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| 0.9374 | 0.08 | 40 | 0.9537 |
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| 0.8803 | 0.12 | 60 | 0.9245 |
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| 0.8258 | 0.17 | 80 | 0.9054 |
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| 0.7823 | 0.21 | 100 | 0.9044 |
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### Framework versions
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This model is a fine-tuned version of [mistralai/Mistral-7B-Instruct-v0.1](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.1) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- eval_loss: 1.0472
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- eval_runtime: 4.2822
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- eval_samples_per_second: 79.399
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- eval_steps_per_second: 10.042
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- epoch: 0.62
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- step: 300
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## Model description
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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_steps: 0.03
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- training_steps: 500
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### Framework versions
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adapter_config.json
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"
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],
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"task_type": "CAUSAL_LM"
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}
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"q_proj",
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"v_proj"
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],
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"task_type": "CAUSAL_LM"
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}
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adapter_model.safetensors
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runs/Nov27_04-03-17_cece61c58921/events.out.tfevents.1701057808.cece61c58921.1211.0
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training_args.bin
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