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README.md
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### Response
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<think>
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### Response
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<think>
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```
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Expected Output:
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```json
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{
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"skills": [...],
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"education": [...],
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"experience": [...]
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}
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```
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## Training & Technical Details
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- **Base model**: `unsloth/DeepSeek-R1-Distill-Llama-8B`
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- **Library**: `Unsloth` with support for 4-bit quantization (`bitsandbytes`)
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- **Fine-tuning style**: Instruction-tuning using formatted HR task prompts
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- **Max sequence length**: 8096 tokens
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- **Hardware requirements**: ~16GB GPU RAM (with 4-bit loading)
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## Limitations
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- Performance may degrade with non-English or poorly formatted resumes
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- Only extracts roles (not company names or dates)
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- Cannot handle multi-lingual documents
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- Does not validate output schema; use external validators if needed
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## Citation
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If you use this model, please cite the following components:
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- Unsloth: https://github.com/unslothai/unsloth
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- DeepSeek LLM: https://github.com/deepseek-ai
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## License
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Apache 2.0
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