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liger-kernel

Efficient Triton Kernels for LLM Training

litellm

Call all LLM APIs using the OpenAI format. Use Bedrock, Azure, OpenAI, Cohere, Anthropic, Ollama, Sagemaker, HuggingFace, Replicate (100+ LLMs)

litgpt

Pretrain, finetune, deploy 20+ LLMs on your own data. Uses state-of-the-art techniques: flash attention, FSDP, 4-bit, LoRA, and more.

llama-adapter

[ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters

llama-factory

Unify Efficient Fine-Tuning of 100+ LLMs

llama-models

Utilities intended for use with Llama models.

llama2-accessory

An Open-source Toolkit for LLM Development

llama3-from-scratch

llama3 implementation one matrix multiplication at a time

llama_extract

llava-next

llm-graph-builder

Neo4j graph construction from unstructured data using LLMs

llm-long-text-summarization

LLM for Long Text Summary (Comprehensive Bulleted Notes) : Walkthrough and Model Rankings

llm-pruner

[NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support LLaMA, Llama-2, BLOOM, Vicuna, Baichuan, etc.

llm-swarm

Manage scalable open LLM inference endpoints in Slurm clusters

llm101n

LLM101n: Let's build a Storyteller

llms-from-scratch

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

llmstack

No-code multi-agent framework to build LLM Agents, workflows and applications with your data

llm_aided_ocr

Enhance Tesseract OCR output for scanned PDFs by applying Large Language Model (LLM) corrections.

llm_finetuning

Convenient wrapper for fine-tuning and inference of Large Language Models (LLMs) with several quantization techniques (GTPQ, bitsandbytes)

machine-learning-book

Code Repository for Machine Learning with PyTorch and Scikit-Learn

mem0

The memory layer for Personalized AI

mermaid

Generation of diagrams like flowcharts or sequence diagrams from text in a similar manner as markdown

meta-llama-on-aws

minchatgpt

A minimum example of aligning language models with RLHF similar to ChatGPT

mindsearch

a LLM-based Multi-agent Framework of Web Search Engine similar to Perplexity.ai Pro and SearchGPT

mini-omni

open-source multimodel large language model that can hear, talk while thinking. Featuring real-time end-to-end speech input and streaming audio output conversational capabilities.

mlr-copilot

mlx-examples

Examples in the MLX framework

mm-sap

mobileagent

Mobile-Agent: The Powerful Mobile Device Operation Assistant Family