AVNLP
Repositories list
25 repositories
med-reason-evals
Publicgrpo
PublicGroup Relative Policy Optimization (GRPO) implementations - NanoAhaMoment, GRPO:Zero, Simple GRPO, and GRPO from Scratch - spanning vLLM + DeepSpeed, custom Tra…vectordb
PublicProduction-ready Haystack/LangChain pipelines for Hybrid & Parent-Child Retrieval, Diversity Filtering, MMR, Metadata Filtering, Reranking, Query Enhancement, M…prp
Publicrankers
Publicrag-pipelines
PublicAdvanced RAG pipelines for medical (HealthBench, MedCaseReasoning, MetaMedQA, PubMedQA) and financial (FinanceBench, Earnings Calls) QA. LangGraph orchestration…dspy-opt
PublicAdvanced RAG pipeline optimization framework using DSPy. Implements modular RAG pipelines with Query-Rewriting, Sub-Query Decomposition, and Hybrid Search via W…rag-model-training
PublicTraining code for advanced RAG techniques - Adaptive-RAG, Corrective RAG, RQ-RAG, Self-RAG, Agentic RAG, and ReZero. Reproduces paper methodologies to fine-tune…agentic-med-diag
PublicAgentic Graph RAG for Medical diagnosis and Clinical QA. Combines LangGraph-orchestrated multi-hop reasoning with parallel graph, vector, community, and text-to…llm-finetuning
Publicbiothink
PublicSelf-Reflective Question Answering for Biomedical Reasoning. GRPO fine-tuning via QLoRA & Unsloth with rewards for correctness, relevance, groundness, utility &…llm-blender
Publicrrf
PublicPerformance Evaluation of Rankers and RRF Techniques for Retrieval Pipelines: Employs Diversity, Lost-in-the-Middle, and Similarity rankers to reorder documents…avnlp.github.io
PublicMedRAG
PublicscGPT
PublicBioReason
Publicdataloaders
Publichyperparameter-tuning
PublicEffect of Optimizer Selection and Hyperparameter Tuning on Training Efficiency and LLM Performance.github
PublicPPO-for-Beginners
Publicself-biorag
PublicGenePT
Publicfinbert-hf
Public
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