Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

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• Updated Nov 11, 2026
• Python

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

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• Updated Nov 2, 2026
• Python

AirLLM 2.8T LLM inference with single 4GB GPU

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• Updated Nov 12, 2026
• Jupyter Notebook

《开源大模型食用指南》针对中国宝宝量身打造的基于Linux环境快速微调（全参数/Lora）、部署国内外开源大模型（LLM）/多模态大模型（MLLM）教程

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• Updated Oct 29, 2026
• Jupyter Notebook

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

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• Updated Nov 12, 2026
• Python

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

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• Updated Apr 19, 2026
• Python

Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.8, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM5.3, Gemma4, Llava, Phi4, ...) (AAAI 2025).

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• Updated Nov 12, 2026
• Python

stable diffusion webui colab

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• Updated Dec 16, 2025
• Jupyter Notebook

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

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• Updated Dec 17, 2024
• Python

Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO. Give your agents on-the-job training. Reinforcement learning for Qwen3.6, GPT-OSS, Llama, and more!

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• Updated Nov 10, 2026
• Python

Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.

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• Updated Nov 12, 2026
• Python

Easily fine-tune (SFT/RL), evaluate, and deploy Qwen, Gemma, or any open agentic LLM/VLM!

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• Updated Nov 11, 2026
• Python

The official firmware for Meshtastic, an open-source, off-grid mesh communication system.

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• Updated Nov 12, 2026
• C++

BELLE: Be Everyone's Large Language model Engine（开源中文对话大模型）

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• Updated Oct 16, 2024
• HTML

The cryptography-based networking stack for building unstoppable networks with LoRa, Packet Radio, WiFi and everything in between.

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• Updated Nov 12, 2026
• Python

Using Low-rank adaptation to quickly fine-tune diffusion models.

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• Updated Mar 22, 2024
• Jupyter Notebook

Firefly: 大模型训练工具，支持训练Qwen2.5、Qwen2、Yi1.5、Phi-3、Llama3、Gemma、MiniCPM、Yi、Deepseek、Orion、Xverse、Mixtral-8x7B、Zephyr、Mistral、Baichuan2、Llma2、Llama、Qwen、Baichuan、ChatGLM2、InternLM、Ziya2、Vicuna、Bloom等大模型

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• Updated Oct 24, 2024
• Python

SD-Trainer. LoRA & Dreambooth training scripts & GUI use kohya-ss's trainer, for diffusion model.

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• Updated Nov 3, 2026
• Python

High Performance Open Source Radio Control Link

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• Updated Nov 8, 2026
• C

The open source research environment for AI researchers to seamlessly train, evaluate, and scale models from local hardware to GPU clusters.

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• Updated Nov 5, 2026
• Python