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lora

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annotated_deep_learning_paper_implementations

labmlai / annotated_deep_learning_paper_implementations

🧑‍🏫 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, ... 🧠

machine-learning reinforcement-learning deep-learning transformers pytorch transformer gan neural-networks literate-programming attention lora deep-learning-tutorial optimizers

Updated Sep 19, 2025
Python

LLaMA-Factory

hiyouga / LLaMA-Factory

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

Updated Oct 5, 2025
Python

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《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

lora llm chatglm qwen chatglm3 internlm2 minicpm qwen2 qwen1-5 glm-4 gemma-2b-it llama3 q-wen

Updated Sep 4, 2025
Jupyter Notebook

huggingface / peft

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

python adapter transformers pytorch lora diffusion fine-tuning peft parameter-efficient-learning llm

Updated Oct 6, 2025
Python

Chinese-LLaMA-Alpaca

ymcui / Chinese-LLaMA-Alpaca

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

nlp llama lora quantization alpaca plm pre-trained-language-models large-language-models llm llama-2 alpaca-2

Updated Jul 15, 2025
Python

camenduru / stable-diffusion-webui-colab

stable diffusion webui colab

ai deep-learning pytorch colab image-generation lora gradio colaboratory colab-notebook texttovideo img2img ai-art text2video t2v txt2img stable-diffusion dreambooth stable-diffusion-webui stable-diffusion-web-ui

Updated Oct 15, 2024
Jupyter Notebook

microsoft / LoRA

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

deep-learning pytorch lora language-model adaptation roberta low-rank gpt-2 gpt-3 deberta

Updated Dec 17, 2024
Python

modelscope / ms-swift

Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 500+ LLMs (Qwen3, Qwen3-MoE, Llama4, GLM4.5, InternLM3, DeepSeek-R1, ...) and 200+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, Llava, GLM4v, Phi4, ...) (AAAI 2025).

Updated Oct 5, 2025
Python

LianjiaTech / BELLE

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

bloom chinese-nlp llama lora instruction-set open-models instruct-gpt gpt-q gpt-evaluation instruct-finetune

Updated Oct 16, 2024
HTML

ART

OpenPipe / ART

Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO. Give your agents on-the-job training. Reinforcement learning for Qwen2.5, Qwen3, Llama, and more!

agent reinforcement-learning rl lora llms qwen agentic-ai grpo qwen3

Updated Oct 6, 2025
Python

cloneofsimo / lora

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

lora diffusion fine-tuning stable-diffusion dreambooth

Updated Mar 22, 2024
Jupyter Notebook

yangjianxin1 / Firefly

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

Updated Oct 24, 2024
Python

lyogavin / airllm

AirLLM 70B inference with single 4GB GPU

open-source chinese-nlp llama lora instruction-set finetune open-source-models open-models llm generative-ai instruct-gpt qlora chinese-llm

Updated Sep 3, 2025
Jupyter Notebook

meshtastic / firmware

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

mesh-networks esp32 gps stm32 mesh lora hiking pico nrf52 off-grid ttgo heltec ttgo-tbeam meshtastic rp2040

Updated Oct 7, 2025
C++

Akegarasu / lora-scripts

67E6

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

lora finetune stable-diffusion dreambooth

Updated Sep 8, 2025
Python

ExpressLRS / ExpressLRS

ESP32/ESP8285-based High-Performance Radio Link for RC applications

esp8266 remote-control drone quadcopter fpv esp32 lora sx1276 rc sx1280 lr1121

Updated Oct 6, 2025
C++

transformerlab / transformerlab-app

Open Source Application for Advanced LLM + Diffusion Engineering: interact, train, fine-tune, and evaluate large language models on your own computer.

electron transformers llama lora diffusion mlx diffusion-models llms stability-diffusion rlhf

Updated Oct 6, 2025
TypeScript

OpenMQTTGateway

1technophile / OpenMQTTGateway

MQTT gateway for ESP8266 or ESP32 with bidirectional 433mhz/315mhz/868mhz, Infrared communications, BLE, Bluetooth, beacons detection, mi flora, mi jia, LYWSD02, LYWSD03MMC, Mi Scale, TPMS, BBQ thermometer compatibility & LoRa.

home-automation mqtt arduino esp8266 nodemcu esp32 gateway platformio bridge ble home-assistant xiaomi lora arduino-uno wemos-d1 miflora rcswitch openhab2 ble-beacons

Updated Oct 4, 2025
C++

mymusise / ChatGLM-Tuning

基于ChatGLM-6B + LoRA的Fintune方案

lora peft chatgpt chatglm

Updated Nov 25, 2023
Python

hiyouga / ChatGLM-Efficient-Tuning

Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调

transformers pytorch lora language-model alpaca fine-tuning peft huggingface chatgpt rlhf chatglm qlora chatglm2

Updated Oct 12, 2023
Python

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