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llama-3.2-1b-resume-assistant-lora-v1
vishwr/llama-3.2-1b-resume-assistant-lora-v1
llama-3.2-1b-resume-assistant-lora-v1 is a machine learning model from vishwr. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for mlx-lm. The card lists the license as llama3.1.
- 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
Access
Public
Updated Mar 8, 2026
Repo size
16.9 MB
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0
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Repo makeup
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At a glance
- Library
- mlx-lm
- License
- llama3.1
- Access
- Public
- Created
- Mar 8, 2026
- Updated
- Mar 8, 2026
- SHA
- f0f116fb
Base models
Model card
From the Hugging Face model README
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- Contact details and work history can appear in training data; do not publish publicly without review.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.
- Library
- mlx-lm
- License
- llama3.1
- Created
- Mar 8, 2026
- Updated
- Mar 8, 2026