Pinned Loading

1. preference-optimization-gec preference-optimization-gec Public

   A systematic comparison of SFT, DPO, and GRPO for aligning a small LLM on a grammatical error correction (GEC) task.

   HTML

2. qwen2-vl-nutrition-detection qwen2-vl-nutrition-detection Public

   Fine-tuning Qwen2-VL-7B for nutrition table detection using QLoRA. Systematic comparison of 3 LoRA strategies (LLM-only vs Vision+LLM, with/without prompt masking) achieving 30.7% improvement over…

   HTML 2

3. multimodal-clinical-rag multimodal-clinical-rag Public

   Retrieval over clinical trial protocols: index-resolved query routing, hybrid search with cross-encoder reranking, and multimodal figure captioning.

   Python 2

4. Qwen2-VL-Audio-Adapter Qwen2-VL-Audio-Adapter Public

   Cross-modal extension: adding speech input to Qwen2-VL with a frozen Whisper encoder and a trained projector. 11.3% WER / 6.7% CER on the 8,086-sample LargeScaleASR test partition.

   Jupyter Notebook

5. SurgViVQA-Audio SurgViVQA-Audio Public

   Python