fine-tuning
There are 1546 repositories under fine-tuning topic.
llama_index
LlamaIndex is the leading framework for building LLM-powered agents over your data.
unsloth
Finetune Llama 3.3, Mistral, Phi-4, Qwen 2.5 & Gemma LLMs 2-5x faster with 70% less memory
ludwig
Low-code framework for building custom LLMs, neural networks, and other AI models
OpenLLM
Run any open-source LLMs, such as Llama, Mistral, as OpenAI compatible API endpoint in the cloud.
CosyVoice
Multi-lingual large voice generation model, providing inference, training and deployment full-stack ability.
lora
Using Low-rank adaptation to quickly fine-tune diffusion models.
flyte
Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
h2o-llmstudio
H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/
ChatGLM-Efficient-Tuning
Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调
neosync
Open source data anonymization and synthetic data orchestration for developers. Create high fidelity synthetic data and sync it across your environments.
cognita
RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry
face.evoLVe
🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥
hands-on-llms
🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴
UER-py
Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo
LLMBook-zh.github.io
《大语言模型》作者：赵鑫，李军毅，周昆，唐天一，文继荣
xTuring
Build, customize and control you own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community: https://discord.gg/TgHXuSJEk6
lorax
Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs
LLM-Finetuning
LLM Finetuning with peft
YiVal
Your Automatic Prompt Engineering Assistant for GenAI Applications
SimpleTuner
A general fine-tuning kit geared toward diffusion models.
OneTrainer
OneTrainer is a one-stop solution for all your stable diffusion training needs.
custom-diffusion
Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)
llm-applications
A comprehensive guide to building RAG-based LLM applications for production.
penzai
A JAX research toolkit for building, editing, and visualizing neural networks.
training-operator
Distributed ML Training and Fine-Tuning on Kubernetes
dstack
dstack is a lightweight, open-source alternative to Kubernetes & Slurm, simplifying AI container orchestration with multi-cloud & on-prem support. It natively supports NVIDIA, AMD, & TPU.
refact
WebUI for Fine-Tuning and Self-hosting of Open-Source Large Language Models for Coding
LongWriter
LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs
DB-GPT-Hub
A repository that contains models, datasets, and fine-tuning techniques for DB-GPT, with the purpose of enhancing model performance in Text-to-SQL
finetuner
:dart: Task-oriented embedding tuning for BERT, CLIP, etc.
maestro
streamline the fine-tuning process for multimodal models: PaliGemma, Florence-2, and Qwen2-VL
LLM-Adapters
Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"
SAM-Adapter-PyTorch
Adapting Meta AI's Segment Anything to Downstream Tasks with Adapters and Prompts
SPIN
The official implementation of Self-Play Fine-Tuning (SPIN)
ort
Fast ML inference & training for ONNX models in Rust
TencentPretrain
Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo