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@avnlp

AVNLP

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  1. biothink biothink Public

    Self-Reflective Question Answering for Biomedical Reasoning

    Python 5 1

  2. rag-pipelines rag-pipelines Public

    Advanced RAG Pipelines and Evaluation

    Python 10 1

  3. dspy-opt dspy-opt Public

    Advanced RAG pipeline optimization framework using DSPy. Implements modular RAG pipelines with Query-Rewriting, Sub-Query Decomposition, and Hybrid Search via Weaviate. Automates prompt tuning and …

    Python 5 1

  4. grpo grpo Public

    Group Relative Policy Optimization (GRPO) Implementations

    Python 4

  5. llm-finetuning llm-finetuning Public

    Pipelines for Fine-Tuning LLMs using SFT and RLHF

    Python 6 2

  6. rag-model-training rag-model-training Public

    Training code for advanced RAG techniques - Adaptive-RAG, Corrective RAG, RQ-RAG, Self-RAG, Agentic RAG, and ReZero. Reproduces paper methodologies to fine-tune LLMs via SFT and GRPO for adaptive r…

    Python 4 2

Repositories

Showing 10 of 24 repositories
  • rankers Public

    Modular LLM ranking library for Information Retrieval and RAG. Implements state-of-the-art Pairwise, Setwise, and Listwise ranking with structured generation and specialized models (RankZephyr, RankLlama). Features efficient sorting algorithms, sliding windows, and zero-shot capabilities. Built for Haystack pipelines.

    avnlp/rankers’s past year of commit activity
    Python 5 MIT 1 0 0 Updated Dec 22, 2025
  • llm-blender Public

    LLM-Blender: Ensembling framework that maximizes LLM performance via pairwise ranking. Employs PairRanker to rank candidates and GenFuser to merge outputs, generating superior responses by combining the diverse strengths of multiple open-source models.

    avnlp/llm-blender’s past year of commit activity
    Python 36 MIT 3 0 0 Updated Dec 20, 2025
  • rag-model-training Public

    Training code for advanced RAG techniques - Adaptive-RAG, Corrective RAG, RQ-RAG, Self-RAG, Agentic RAG, and ReZero. Reproduces paper methodologies to fine-tune LLMs via SFT and GRPO for adaptive retrieval, corrective evaluation, query refinement, self-reflection, and agentic search behaviors.

    avnlp/rag-model-training’s past year of commit activity
    Python 4 MIT 2 0 0 Updated Dec 13, 2025
  • rag-pipelines Public

    Advanced RAG Pipelines and Evaluation

    avnlp/rag-pipelines’s past year of commit activity
    Python 10 MIT 1 0 0 Updated Dec 7, 2025
  • rrf Public

    Performance Evaluation of Rankers and RRF Techniques for Retrieval Pipelines: Employs Diversity, Lost-in-the-Middle, and Similarity rankers to reorder documents and maximize LLM context window performance. Implements Hybrid Retrieval with Reciprocal Rank Fusion (RRF) and rigorous BEIR evaluation (NDCG, MAP, Recall, Precision).

    avnlp/rrf’s past year of commit activity
    Python 6 MIT 1 0 0 Updated Nov 23, 2025
  • dspy-opt Public

    Advanced RAG pipeline optimization framework using DSPy. Implements modular RAG pipelines with Query-Rewriting, Sub-Query Decomposition, and Hybrid Search via Weaviate. Automates prompt tuning and few-shot selection using MIPRO, COPRO, and BootstrapFewShot optimizers on datasets like FreshQA, HotpotQA, TriviaQA, Wikipedia and PubMedQA.

    avnlp/dspy-opt’s past year of commit activity
    Python 5 MIT 1 0 0 Updated Oct 31, 2025
  • biothink Public

    Self-Reflective Question Answering for Biomedical Reasoning

    avnlp/biothink’s past year of commit activity
    Python 5 MIT 1 0 0 Updated Oct 14, 2025
  • med-reason-evals Public
    avnlp/med-reason-evals’s past year of commit activity
    Python 2 MIT 0 0 0 Updated Oct 7, 2025
  • llm-finetuning Public

    Pipelines for Fine-Tuning LLMs using SFT and RLHF

    avnlp/llm-finetuning’s past year of commit activity
    Python 6 MIT 2 0 0 Updated Oct 7, 2025
  • avnlp.github.io Public
    avnlp/avnlp.github.io’s past year of commit activity
    0 MIT 0 0 0 Updated Oct 2, 2025
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