vishwr/llama-3.2-1b-resume-assistant-lora-v1

Model Details

Artifact kind: adapter
Base model: mlx-community/Llama-3.2-1B-Instruct-bf16
Training method: LoRA SFT with prompt masking
Intended runtime: MLX / MLX-LM, with optional post-training Ollama import

Intended Use

This model is intended for resume-assistant style tasks such as summarization, critique, category classification, skills extraction, and rewrite assistance.

Dataset Provenance

Source rows: 2988
Kept rows: 1384
Max sequence length: 1024
Split counts: {"train": 1242, "valid": 66, "test": 76}

Evaluation Summary

{
  "sample_count": 15,
  "family_count": 9,
  "adapter_avg_rouge_l_f1": 0.0,
  "base_avg_rouge_l_f1": 0.0833
}

Limitations

This model is fine-tuned on resume-oriented prompts and can overfit to that style.
It should not be treated as a factual source for employment decisions.
Contact details and work history can appear in training data; do not publish publicly without review.

Privacy

Keep this repository private unless privacy and licensing review are complete.

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Hardware compatibility

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mlx-community/Llama-3.2-1B-Instruct-bf16

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