Repository Index

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

• fine-tuning
• llama
• llm
• peft

AirLLM 2.8T LLM inference with single 4GB GPU

• chinese-nlp
• finetune
• generative-ai
• instruct-gpt

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

• adapter
• diffusion
• llm
• parameter-efficient-learning

TranslatedChinese LLaMA & Alpaca LLMs + local CPU/GPU training and deployment

• llm
• plm
• pre-trained-language-models
• alpaca

Instruct-tune LLaMA on consumer hardware

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).

• llm
• lora
• sft
• multimodal

stable diffusion webui colab

• stable-diffusion
• stable-diffusion-web-ui
• stable-diffusion-webui
• colab

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

• gpt-2
• adaptation
• language-model
• gpt-3

QLoRA: Efficient Finetuning of Quantized LLMs

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!

• llms
• lora
• reinforcement-learning
• agent

IoT Platform Framework

• golang
• iot-platform
• edge-computing
• distributed-systems

ESP32 using MicroPython meets LoRa and LoRaWAN.

• esp32
• lorawan
• lora
• lorawan-application

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.

• ai-assistant
• apple-silicon
• desktop-app
• fine-tuning

Semtech SX126X LoRa driver for Micropython and CircuitPython.

• sx126x
• sx1261
• sx1262
• sx1268

SX127x (LoRa transceiver) driver for (Micro)Python on ESP8266/ESP32/Raspberry_Pi

• lora
• sx127x
• sx1278
• micropython

Datalogger for MicroPython and CPython.

• micropython
• datalogger
• esp32
• mqtt

MicroPython LoRa EBYTE E220 LLCC68 device library complete and tested with Arduino, esp8266, esp32, STM32 and Raspberry Pi Pico (rp2040 boards).

• arduino
• arduino-samd-boards
• e220
• ebyte

A MicroPython class for the Ebyte E22 Series LoRa modules

• gps
• lora
• micropython

MicroPython LoRa EBYTE E22 device library complete and tested with Arduino SAMD, esp8266, esp32, Raspberry, rp2040 and STM32. sx1262/sx1268

• arduino
• e22
• ebyte
• esp32

This library implements the EBYTE LoRa E32 Series for MicroPython.

• arduino
• e32
• ebyte
• esp32

Conflict-free merge for DataFrames, JSON, ML models & distributed agents — powered by CRDTs. The first merge library where every operation is mathematically guaranteed to converge.

• collaborative-editing
• conflict-resolution
• crdt
• data-engineering