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@@ -42,3 +42,38 @@ Here is the resume text:
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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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+
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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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+
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+ ## Training & Technical Details
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+
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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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+
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+ ## Limitations
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+
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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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+
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+ ## Citation
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+
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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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+
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+ ## License
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+
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+ Apache 2.0