LLM & Inference

[ICML 2026] When Drafts Evolve: Speculative Decoding Meets Online Learning

A curated list of reinforcement learning with human feedback resources (continually updated)

Easy fine-tuning for Qwen3-TTS: Fast voice cloning and high-quality multilingual speech synthesis.

A collection of libraries to optimise AI model performances

CUDA-L2: Surpassing cuBLAS Performance for Matrix Multiplication through Reinforcement Learning

中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)

LoRA fine-tune Gemma 4 31B to speak caveman-mode natively. Style: github.com/JuliusBrussee/caveman

LLM Finetuning with peft

ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

📋 A list of open LLMs available for commercial use.

M-Courtyard: Local AI Model Fine-tuning Assistant for Apple Silicon. Zero-code, zero-cloud, privacy-first desktop app powered by Tauri + React + mlx-lm.

A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥

OML 1.0 via Fingerprinting: Open, Monetizable, and Loyal AI

The official repo of MiniMax-Text-01 and MiniMax-VL-01, large-language-model & vision-language-model based on Linear Attention

The paper list of the 86-page SCIS cover paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.

Zero-friction LLM fine-tuning skill for Claude Code, Gemini CLI & any ACP agent. Unsloth on NVIDIA · TRL+MPS/MLX on Apple Silicon. Automates env setup, LoRA training (SFT, DPO, GRPO, vision), post-hoc GRPO log diagnostics, evaluation, and export end-to-end. Part of the Gaslamp AI platform.

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

中文LLaMA-2 & Alpaca-2大模型二期项目 + 64K超长上下文模型 (Chinese LLaMA-2 & Alpaca-2 LLMs with 64K long context models)

The official repo of Qwen-VL (通义千问-VL) chat & pretrained large vision language model proposed by Alibaba Cloud.

A curated collection of datasets for Large Language Models (LLMs), covering medical AI, NLP, multimodal learning, instruction tuning, reasoning, code generation, and evaluation benchmarks.

A large-scale 7B pretraining language model developed by BaiChuan-Inc.

OpenChat: Advancing Open-source Language Models with Imperfect Data

MoBA: Mixture of Block Attention for Long-Context LLMs

Eko (Eko Keeps Operating) - Build Production-ready Agentic Workflow with Natural Language - eko.fellou.ai

Align Anything: Training All-modality Model with Feedback

A series of large language models developed by Baichuan Intelligent Technology

Code and models for ICML 2024 paper, NExT-GPT: Any-to-Any Multimodal Large Language Model

Official repo for "Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models"

🚀🚀🚀 [ICML 2026] Official Implementation of Robust-U1: Can MLLMs Self-Recover Corrupted Visual Content for Robust Understanding?

MiniMax-M1, the world's first open-weight, large-scale hybrid-attention reasoning model.

[EMNLP 2023 Demo] Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroma, Weaviate, LanceDB).

Research of DeepSeek Engram Architecture based on Qwen-3 and Stable Diffusion series.

Streamlines and simplifies prompt design for both developers and non-technical users with a low code approach.

Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads

[TPAMI 2023] LibFewShot: A Comprehensive Library for Few-shot Learning.

A complete guide to start and improve your LLM skills in 2026 with little background in the field and stay up-to-date with the latest news and state-of-the-art techniques!

Mastering Applied AI, One Concept at a Time

GLM-5.2-NVFP4-REAP-469B serving on SM120 (4× RTX PRO 6000 Blackwell) — one-command vLLM launch recipe, 250K context, DeepSeek Sparse Attention + MTP speculative decode

Your Automatic Prompt Engineering Assistant for GenAI Applications

Official repository of my book "A Hands-On Guide to Fine-Tuning LLMs with PyTorch and Hugging Face"

AICI: Prompts as (Wasm) Programs

A repository that contains models, datasets, and fine-tuning techniques for DB-GPT, with the purpose of enhancing model performance in Text-to-SQL

Run any Llama 2 locally with gradio UI on GPU or CPU from anywhere (Linux/Windows/Mac). Use `llama2-wrapper` as your local llama2 backend for Generative Agents/Apps.

Molecode presents molecules as code and enables LLMs to operate and reason on chemistry directly.

[ICLR 2026] GRAPE: Group Representational Position Encoding (https://arxiv.org/abs/2512.07805)

🚀WebUI integrated platform for latest LLMs | 各大语言模型的全流程工具 WebUI 整合包。支持主流大模型API接口和开源模型。支持知识库，数据库，角色扮演，mj文生图，LoRA和全参数微调，数据集制作，live2d等全流程应用工具