LLMs Research
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coupledadam
coupledadam PublicImplementation of Better Embeddings with Coupled Adam research paper
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semantic-model-toolkit
semantic-model-toolkit PublicPython 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.
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specstream
specstream PublicFast LLM inference with 2.8x speedup using speculative decoding
Python 2
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- AVA Public
Anytime Verified Agents (AVA) is a framework for building reliable LLM-based reasoning systems that adaptively allocate computational resources under budget constraints. AVA combines adaptive search strategies, uncertainty estimation, and verification cascades to maximize reliability while respecting token, tool-call, and verification budgets.
llmsresearch/AVA’s past year of commit activity - param-delta Public
ParamΔ (Parameter Delta) Implementation - Enabling Continuous Model Post-Training at No Training Cost
llmsresearch/param-delta’s past year of commit activity - ai-biology Public
An interactive educational platform for exploring the internal mechanisms of Large Language Models (LLMs), based on interpretability research by Anthropic. Features visualizations and tools for activation patching, circuit analysis, and multilingual reasoning.
llmsresearch/ai-biology’s past year of commit activity - aot-plus Public
Implementation of AOT+ method from "LLMs Can Plan Only If We Tell Them" research paper which enables LLMs to solve complex planning problems using periodic state memorization and random trajectory augmentation.
llmsresearch/aot-plus’s past year of commit activity - 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 customizable retrieval strategies.
llmsresearch/rearag’s past year of commit activity - 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.
llmsresearch/semantic-model-toolkit’s past year of commit activity - scone Public
Implementation and evaluation of Scaling Embedding Layers in Language Models research paper
llmsresearch/scone’s past year of commit activity
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