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README.md
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# peft-starcoder-lora-a100
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This model is a fine-tuned version of [bigcode/starcoderbase-1b](https://huggingface.co/bigcode/starcoderbase-1b) on an unknown dataset.
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## Model description
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- lr_scheduler_warmup_steps: 30
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- training_steps: 2000
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### Framework versions
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- PEFT 0.14.0
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# peft-starcoder-lora-a100
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This model is a fine-tuned version of [bigcode/starcoderbase-1b](https://huggingface.co/bigcode/starcoderbase-1b) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.8163
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## Model description
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- lr_scheduler_warmup_steps: 30
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- training_steps: 2000
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 1.0488 | 0.05 | 100 | 0.9203 |
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| 0.766 | 0.1 | 200 | 0.8664 |
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| 0.8261 | 0.15 | 300 | 0.8255 |
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| 0.7837 | 0.2 | 400 | 0.8087 |
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| 0.7211 | 0.25 | 500 | 0.7944 |
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| 0.6909 | 0.3 | 600 | 0.8020 |
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| 0.7019 | 0.35 | 700 | 0.7912 |
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| 0.6232 | 0.4 | 800 | 0.7917 |
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| 0.6041 | 0.45 | 900 | 0.7836 |
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| 0.7069 | 0.5 | 1000 | 0.7867 |
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| 0.5512 | 0.55 | 1100 | 0.8163 |
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### Framework versions
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- PEFT 0.14.0
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adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 22241240
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