fine-tuning
There are 1072 repositories under fine-tuning topic.
run-llama/llama_index
LlamaIndex is a data framework for your LLM applications
hiyouga/LLaMA-Factory
Unify Efficient Fine-Tuning of 100+ LLMs
unslothai/unsloth
Finetune Llama 3, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory
ludwig-ai/ludwig
Low-code framework for building custom LLMs, neural networks, and other AI models
bentoml/OpenLLM
Run any open-source LLMs, such as Llama 2, Mistral, as OpenAI compatible API endpoint in the cloud.
cloneofsimo/lora
Using Low-rank adaptation to quickly fine-tune diffusion models.
flyteorg/flyte
Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
h2oai/h2o-llmstudio
H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://h2oai.github.io/h2o-llmstudio/
hiyouga/ChatGLM-Efficient-Tuning
Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调
ZhaoJ9014/face.evoLVe
🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥
dbiir/UER-py
Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo
truefoundry/cognita
RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry
iusztinpaul/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
stochasticai/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
YiVal/YiVal
Your Automatic Prompt Engineering Assistant for GenAI Applications
nucleuscloud/neosync
Open source data anonymization and synthetic data orchestration for developers. Create high fidelity synthetic data and sync it across your environments.
adobe-research/custom-diffusion
Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)
predibase/lorax
Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs
ashishpatel26/LLM-Finetuning
LLM Finetuning with peft
LLMBook-zh/LLMBook-zh.github.io
《大语言模型》作者：赵鑫，李军毅，周昆，唐天一，文继荣
ray-project/llm-applications
A comprehensive guide to building RAG-based LLM applications for production.
google-deepmind/penzai
A JAX research toolkit for building, editing, and visualizing neural networks.
kubeflow/training-operator
Distributed ML Training and Fine-Tuning on Kubernetes
smallcloudai/refact
WebUI for Fine-Tuning and Self-hosting of Open-Source Large Language Models for Coding
jina-ai/finetuner
:dart: Task-oriented embedding tuning for BERT, CLIP, etc.
Nerogar/OneTrainer
OneTrainer is a one-stop solution for all your stable diffusion training needs.
dstackai/dstack
An open-source container orchestration engine for running AI workloads in any cloud or data center. https://discord.gg/u8SmfwPpMd
eosphoros-ai/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
Tencent/TencentPretrain
Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo
AGI-Edgerunners/LLM-Adapters
Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"
uclaml/SPIN
The official implementation of Self-Play Fine-Tuning (SPIN)
RL-VIG/LibFewShot
LibFewShot: A Comprehensive Library for Few-shot Learning. TPAMI 2023.
lonePatient/Bert-Multi-Label-Text-Classification
This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.
tianrun-chen/SAM-Adapter-PyTorch
Adapting Meta AI's Segment Anything to Downstream Tasks with Adapters and Prompts
haofanwang/Lora-for-Diffusers
The most easy-to-understand tutorial for using LoRA (Low-Rank Adaptation) within diffusers framework for AI Generation Researchers🔥
MrGiovanni/ModelsGenesis
[MICCAI 2019] [MEDIA 2020] Models Genesis