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kid

Knowledge Infused Decoding

langchain

⚡ Building applications with LLMs through composability ⚡

langflow

⛓️ LangFlow is a UI for LangChain, designed with react-flow to provide an effortless way to experiment and prototype flows.

langfuse

Open source observability and analytics for LLM applications

langgenius

One API for plugins and datasets, one interface for prompt engineering and visual operation, all for creating powerful AI applications.

lit-gpt

Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

llama-adapter

Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters

llama.cpp

Port of Facebook's LLaMA model in C/C++

llama_index

LlamaIndex (GPT Index) is a project that provides a central interface to connect your LLM's with external data.

llava

Large Language-and-Vision Assistant built towards multimodal GPT-4 level capabilities.

llm-blender

[ACL2023] We introduce LLM-Blender, an innovative ensembling framework to attain consistently superior performance by leveraging the diverse strengths of multiple open-source LLMs. LLM-Blender cut the weaknesses through ranking and integrate the strengths through fusing generation to enhance the capability of LLMs.

llm-course

Course with a roadmap and notebooks to get into Large Language Models (LLMs).

llm-crowdsourcing-pipeline

llm-factuality-survey

The repository for the survey paper <<Survey on Large Language Models Factuality: Knowledge, Retrieval and Domain-Specificity>>

llm-foundry

LLM training code for MosaicML foundation models

llm-kg-reasoning

We want to try and evaluate LLMs using Knowledge Graphs

llmcompiler

LLMCompiler: An LLM Compiler for Parallel Function Calling

llmlingua

To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.

llmspracticalguide

llmsurvey

The official GitHub page for the survey paper "A Survey of Large Language Models".

llmzoo

⚡LLM Zoo is a project that provides data, models, and evaluation benchmark for large language models.⚡

lmql

A language for constraint-guided and efficient LLM programming.

localai

:robot: The free, Open Source OpenAI alternative. Self-hosted, community-driven and local-first. Drop-in replacement for OpenAI running on consumer-grade hardware. No GPU required. Runs ggml, gguf, GPTQ, onnx, TF compatible models: llama, llama2, rwkv, whisper, vicuna, koala, cerebras, falcon, dolly, starcoder, and many others

m2

Repo for "Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture"

mammoth

This repo contains the code and data for "MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning"

mappa_mundi

Causal DAG Extraction from Text (DEFT)

mbr

Minimum Bayes Risk Decoding for Hugging Face Transformers

megamolbart

A deep learning model for small molecule drug discovery and cheminformatics based on SMILES

memgpt

Teaching LLMs memory management for unbounded context 📚🦙

mert

Official implementation of the paper "Acoustic Music Understanding Model with Large-Scale Self-supervised Training".