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LLMs Research

LLMs Research analyze and share insights from LLMs related research papers

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  1. rearag rearag Public

    Implementing ReaRAG, a knowledge-guided reasoning model that enhances factual accuracy using iterative retrieval-augmented generation. Adapting the methodology for modular LLM integration and custo…

    Python 15 2

  2. darwinlm darwinlm Public

    Implementation of research paper: DarwinLM: Evolutionary Structured Pruning of Large Language Models

    Python 8 2

  3. coupledadam coupledadam Public

    Implementation of Better Embeddings with Coupled Adam research paper

    Python 7 4

  4. scone scone Public

    Implementation and evaluation of Scaling Embedding Layers in Language Models research paper

    Python 7 2

  5. semantic-model-toolkit semantic-model-toolkit Public

    Python library to generate semantic model to use in talk to database application to ask questions in natural language and receive direct answers without writing SQL.

    Python 3 1

  6. specstream specstream Public

    Fast LLM inference with 2.8x speedup using speculative decoding

    Python 2

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