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Stars

NLP

10 repositories

The simplest, fastest repository for training/finetuning medium-sized GPTs.

Python 37,926 6,073 Updated Dec 9, 2024

Run any open-source LLMs, such as Llama, Mistral, as OpenAI compatible API endpoint in the cloud.

Python 10,243 650 Updated Dec 17, 2024

This repo includes ChatGPT prompt curation to use ChatGPT better.

HTML 114,130 15,573 Updated Nov 11, 2024

A programming framework for agentic AI 🤖 (PyPi: autogen-agentchat)

Jupyter Notebook 35,991 5,209 Updated Dec 17, 2024

Hackers' Guide to Language Models

Jupyter Notebook 1,790 295 Updated Dec 13, 2024

A high-throughput and memory-efficient inference and serving engine for LLMs

Python 32,058 4,875 Updated Dec 18, 2024

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

Jupyter Notebook 35,459 4,396 Updated Nov 18, 2024

Finetune Llama 3.3, Mistral, Phi, Qwen 2.5 & Gemma LLMs 2-5x faster with 70% less memory

Python 19,364 1,357 Updated Dec 12, 2024

LLM Finetuning with peft

Jupyter Notebook 2,234 614 Updated Jul 8, 2024

LLM inference in C/C++

C++ 69,380 9,993 Updated Dec 18, 2024