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Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama mode…

Jupyter Notebook 15,905 2,314 Updated Jan 15, 2025

Hydragen: High-Throughput LLM Inference with Shared Prefixes

Python 31 3 Updated May 10, 2024

File Parser optimised for LLM Ingestion with no loss 🧠 Parse PDFs, Docx, PPTx in a format that is ideal for LLMs.

Python 4,959 246 Updated Jan 14, 2025

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

Python 20,571 2,583 Updated Jan 7, 2025

The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.

Python 63,636 6,805 Updated Jan 16, 2025

We write your reusable computer vision tools. πŸ’œ

Python 24,625 1,828 Updated Jan 13, 2025

An Easy-to-use, Scalable and High-performance RLHF Framework (70B+ PPO Full Tuning & Iterative DPO & LoRA & RingAttention & RFT)

Python 3,755 360 Updated Jan 15, 2025

Zero Bubble Pipeline Parallelism

Python 309 16 Updated Nov 14, 2024

MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.

Python 1,941 176 Updated Nov 20, 2024

Retrieval and Retrieval-augmented LLMs

Python 8,235 600 Updated Jan 15, 2025

Tools for merging pretrained large language models.

Python 5,099 476 Updated Jan 6, 2025

Go ahead and axolotl questions

Python 8,292 919 Updated Jan 15, 2025

Awesome-LLM: a curated list of Large Language Model

20,608 1,686 Updated Jan 13, 2025

πŸ¦œπŸ”— Build context-aware reasoning applications

Jupyter Notebook 98,307 15,973 Updated Jan 16, 2025

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Python 36,238 4,192 Updated Jan 16, 2025

A series of large language models trained from scratch by developers @01-ai

Jupyter Notebook 7,782 491 Updated Nov 27, 2024

Robust recipes to align language models with human and AI preferences

Python 4,898 425 Updated Nov 21, 2024

🎯 Task-oriented embedding tuning for BERT, CLIP, etc.

Python 1,487 67 Updated Mar 11, 2024

A programming framework for agentic AI πŸ€– PyPi: autogen-agentchat Discord: https://aka.ms/autogen-discord Office Hour: https://aka.ms/autogen-officehour

Python 37,506 5,443 Updated Jan 16, 2025

Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".

Python 1,997 162 Updated Mar 27, 2024

Fast inference engine for Transformer models

C++ 3,523 310 Updated Dec 18, 2024

Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.

HTML 9,780 818 Updated Jan 16, 2025

πŸ€— PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

Python 16,977 1,682 Updated Jan 15, 2025

Type less, code more: Cody is an AI code assistant that uses advanced search and codebase context to help you write and fix code.

TypeScript 3,144 334 Updated Jan 16, 2025

[NeurIPS 2023] Reflexion: Language Agents with Verbal Reinforcement Learning

Python 2,543 248 Updated Jan 14, 2025

LlamaIndex is the leading framework for building LLM-powered agents over your data.

Python 38,044 5,457 Updated Jan 15, 2025

Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)

Python 11,677 1,030 Updated Jan 16, 2025

H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/

Python 4,107 423 Updated Nov 1, 2024

A modular RL library to fine-tune language models to human preferences

Python 2,253 192 Updated Mar 1, 2024

A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)

Python 4,565 473 Updated Jan 8, 2024
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