AVNLP

All

23 repositories

rag-model-training
Public
Training LLMs for Retrieval Augmented Generation
rag rezero crag agentic-rag adaptive-rag self-rag rq-rag
Python
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MIT License
•0•2•0•0•Updated Aug 2, 2025Aug 2, 2025
rankers
Public
LLM based Pairwise, Setwise, and Listwise rankers.
ranker pairwise listwise pointwise setwise llm-rankers
Python
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MIT License
•0•3•0•0•Updated Aug 2, 2025Aug 2, 2025
avnlp.github.io
Public
MIT License
•0•0•0•0•Updated Jul 25, 2025Jul 25, 2025
biothink
Public
Self-Reflective QA for Biomedical Reasoning
rag biomedical-question-answering self-rag grpo
Python
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MIT License
•0•2•0•0•Updated Jul 24, 2025Jul 24, 2025
dspy-opt
Public
Advanced RAG Pipelines optimized with DSPy
rag weaviate dspy rag-pipeline deepeval
Python
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MIT License
•0•3•0•0•Updated Jul 24, 2025Jul 24, 2025
prp
Public
Pairwise Ranking Prompting (PRP)
ranker prp pairwise-ranking-prompting
Python
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MIT License
•0•2•0•0•Updated Jul 24, 2025Jul 24, 2025
grpo
Public
Group Relative Policy Optimization (GRPO) Implementations
reward-functions rlhf grpo
Python
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MIT License
•0•2•0•0•Updated Jul 24, 2025Jul 24, 2025
MedRAG
Public
Python
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Other
•33•0•0•0•Updated Jul 16, 2025Jul 16, 2025
llm-finetuning
Public
Pipelines for Fine-Tuning of LLMs
lora fine-tuning ppo peft sft dpo kto p-tuning qlora orpo
Python
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MIT License
•1•3•0•0•Updated Jul 9, 2025Jul 9, 2025
scGPT
Public
Jupyter Notebook
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MIT License
•271•0•0•0•Updated Jul 9, 2025Jul 9, 2025
BioReason
Public
BioReason: Incentivizing Multimodal Biological Reasoning within a DNA-LLM Model
Jupyter Notebook
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Apache License 2.0
•39•0•0•0•Updated Jun 14, 2025Jun 14, 2025
dataloaders
Public
Dataloaders is a versatile library designed for processing and formatting datasets to support various Retrieval-Augmented Generation (RAG) pipelines, facilitating efficient evaluation and analysis.
Python
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MIT License
•1•4•0•0•Updated May 1, 2025May 1, 2025
hyperparameter-tuning
Public
Effect of Optimizer Selection and Hyperparameter Tuning on Training Efficiency and LLM Performance
hyperparameter-tuning adam-optimizer sgd-optimizer sgd-momentum optimizers rmsprop-optimizer
Python
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MIT License
•1•4•0•0•Updated Apr 16, 2025Apr 16, 2025
rag-pipelines
Public
Advanced RAG Pipelines and Evaluation: Self-Reflective RAG, Corrective RAG, Adaptive RAG, Sub-Query Generation and Routing, DSPy, DeepEval
pinecone rag crag dspy llm self-rag deepeval
Python
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MIT License
•1•7•0•0•Updated Feb 14, 2025Feb 14, 2025
vectordb
Public
Created pipelines for Semantic Search, Metadata Filtering, Hybrid Search, Reranking, and Retrieval-Augmented Generation (RAG) for the TriviaQA, ARC, PopQA, FactScore, and Edgar datasets. These pipelines have been implemented for the Pinecone, Weaviate, Milvus, Qdrant and Chroma vector databases.
haystack pinecone weaviate milvus vector-database llm langchain
Python
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MIT License
•1•4•0•0•Updated Jan 31, 2025Jan 31, 2025
llm-blender
Public
Ensembling LLMs using LLM-Blender
rag rankers llm-blender
Python
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MIT License
•4•31•0•0•Updated Jan 31, 2025Jan 31, 2025
.github
Public
MIT License
•0•0•0•0•Updated Jan 2, 2025Jan 2, 2025
PPO-for-Beginners
Public
A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/coding-ppo-from-scratch-with-pytorch-part-1-4-613dfc1b14c8.
Python
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MIT License
•145•0•0•0•Updated Oct 1, 2024Oct 1, 2024
rrf
Public
Performance Evaluation of Rankers and RRF Techniques for Retrieval Pipelines
ranker rrf reciprocal-rank-fusion similarity-ranker lost-in-the-middle-ranker diversity-ranker
Python
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MIT License
•1•5•0•0•Updated Aug 21, 2024Aug 21, 2024
direct-preference-optimization
Public
Reference implementation for DPO (Direct Preference Optimization)
Python
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Apache License 2.0
•225•0•0•0•Updated Aug 11, 2024Aug 11, 2024
self-biorag
Public
[ISMB '24] Self-BioRAG: Improving Medical Reasoning through Retrieval and Self-Reflection with Retrieval-Augmented Large Language Models
Python
•9•0•0•0•Updated Apr 4, 2024Apr 4, 2024
GenePT
Public
Jupyter Notebook
•38•0•0•0•Updated Mar 18, 2024Mar 18, 2024
finbert-hf
Public
Python
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MIT License
•0•0•0•0•Updated Jan 30, 2023Jan 30, 2023