Suf7/resumatch-models

Resumatch models (Deliverable 2)

Fine-tuned MiniLM-L6 bi-encoder and MatchNet reranker for the Resumatch AI semester project (FAST-NUCES Lahore).

Contents

Path	What
bi_encoder/	all-MiniLM-L6-v2 fine-tuned with multiple-negatives ranking loss (sentence-transformers format)
matchnet_weak.pt	MatchNet trained on our occupation-level pairs (state dict, config, feature scaler)
matchnet_human.pt	MatchNet trained on human-labelled fit pairs

Load

# from the Resumatch repo
make weights

or

from huggingface_hub import snapshot_download
snapshot_download("Suf7/resumatch-models", local_dir="models",
                  allow_patterns=["bi_encoder/**", "matchnet_*.pt"])

Code, training, metrics and the report: https://github.com/Suf-7/Resumatch