Topic: fine-tuning Goto Github

👇 Here are 1203 public repositories matching this topic...

adobe-research / custom-diffusion
fine-tuning,Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)
Organization: adobe-research
Home Page: https://www.cs.cmu.edu/~custom-diffusion
customization fine-tuning text-to-image-generation computer-vision diffusion-models few-shot pytorch

agi-edgerunners / llm-adapters
fine-tuning,Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"
Organization: agi-edgerunners
Home Page: https://arxiv.org/abs/2304.01933
adapters fine-tuning large-language-models parameter-efficient

ashishpatel26 / llm-finetuning
fine-tuning,LLM Finetuning with peft
User: ashishpatel26
falcon fine-tuning huggingface llama llama2 llm llms lora peft pytorch

bentoml / openllm
fine-tuning,Run any open-source LLMs, such as Llama 3.1, Gemma, as OpenAI compatible API endpoint in the cloud.
Organization: bentoml
Home Page: https://bentoml.com
llm llmops model-inference falcon fine-tuning stablelm llm-serving llama mpt vicuna

bghira / simpletuner
fine-tuning,A general fine-tuning kit geared toward diffusion models.
User: bghira
diffusers diffusion-models fine-tuning flux-dev machine-learning stable-diffusion

cloneofsimo / lora
fine-tuning,Using Low-rank adaptation to quickly fine-tune diffusion models.
User: cloneofsimo
Home Page: https://arxiv.org/abs/2106.09685
diffusion lora stable-diffusion dreambooth fine-tuning

datadreamer-dev / datadreamer
fine-tuning,DataDreamer: Prompt. Generate Synthetic Data. Train & Align Models.   🤖💤
Organization: datadreamer-dev
Home Page: https://datadreamer.dev
deep-learning machine-learning natural-language-processing nlp nlp-library python pytorch transformers alignment fine-tuning gpt instruction-tuning llm llmops llms openai synthetic-data synthetic-dataset-generation

dbiir / uer-py
fine-tuning,Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo
Organization: dbiir
Home Page: https://github.com/dbiir/UER-py/wiki
bert pre-training fine-tuning gpt chinese natural-language-processing pytorch elmo classification ner

dstackai / dstack
fine-tuning,A lightweight alternative to Kubernetes for AI, simplifying container orchestration on any cloud or on-premises and accelerating AI development, training, and deployment.
Organization: dstackai
Home Page: https://dstack.ai/docs
aws azure cloud fine-tuning gcp gpu kubernetes llm-inference llm-training llmops llms machine-learning orchestration python training

eosphoros-ai / db-gpt-hub
fine-tuning,A repository that contains models, datasets, and fine-tuning techniques for DB-GPT, with the purpose of enhancing model performance in Text-to-SQL
Organization: eosphoros-ai
database datasets fine-tuning gpt llm nl2sql sql text-to-sql text2sql

flyteorg / flyte
fine-tuning,Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
Organization: flyteorg
Home Page: https://flyte.org
flyte machine-learning golang scale workflow data-science data-analysis data kubernetes-operator kubernetes

funaudiollm / cosyvoice
fine-tuning,Multi-lingual large voice generation model, providing inference, training and deployment full-stack ability.
Organization: funaudiollm
Home Page: https://funaudiollm.github.io/
audio-generation cantonese chatbot chatgpt chinese cosyvoice cross-lingual english fine-grained fine-tuning gpt-4o japanese korean multi-lingual natural-language-generation python text-to-speech tts voice-cloning

georgian-io / llm-finetuning-toolkit
fine-tuning,Toolkit for fine-tuning, ablating and unit-testing open-source LLMs.
Organization: georgian-io
ablation-study classification falcon fine-tuning finetuning flan-t5 large-language-models llama2 llm-test lora mistral-7b nlp nlp-machine-learning qlora redpajama summarization unit-testing zephyr

google-deepmind / penzai
fine-tuning,A JAX research toolkit for building, editing, and visualizing neural networks.
Organization: google-deepmind
Home Page: https://penzai.readthedocs.io/
fine-tuning interpretability jax neural-networks visualization

h2oai / h2o-llmstudio
fine-tuning,H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/
Organization: h2oai
Home Page: https://h2o.ai
ai chatbot chatgpt fine-tuning finetuning generative generative-ai gpt llama llama2

haofanwang / lora-for-diffusers
fine-tuning,The most easy-to-understand tutorial for using LoRA (Low-Rank Adaptation) within diffusers framework for AI Generation Researchers🔥
User: haofanwang
aigc diffusers fine-tuning guidebook lora stable-diffusion stable-diffusion-webui text-to-image colossalai

hiyouga / chatglm-efficient-tuning
fine-tuning,Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调
User: hiyouga
chatglm chatgpt fine-tuning lora alpaca peft huggingface language-model transformers pytorch

hiyouga / llama-factory
fine-tuning,Efficiently Fine-Tune 100+ LLMs in WebUI (ACL 2024)
User: hiyouga
Home Page: https://arxiv.org/abs/2403.13372
fine-tuning language-model llama llm peft transformers rlhf qlora quantization chatglm

intellabs / ragfoundry
fine-tuning,Framework for enhancing LLMs for RAG tasks using fine-tuning.
Organization: intellabs
Home Page: https://intellabs.github.io/RAGFoundry/
evaluation fine-tuning information-retrieval llm nlp question-answering rag semantic-search

iusztinpaul / hands-on-llms
fine-tuning,🦖 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
User: iusztinpaul
3-pipeline-design aws beam bytewax cicd comet-ml docker fine-tuning generative-ai huggingface langchain llmops llms mlops qdrant qlora streaming transformers

jina-ai / finetuner
fine-tuning,:dart: Task-oriented embedding tuning for BERT, CLIP, etc.
Organization: jina-ai
Home Page: https://finetuner.jina.ai
fine-tuning pretrained-models few-shot-learning negative-sampling metric-learning siamese-network triplet-loss transfer-learning jina neural-search

kubeflow / training-operator
fine-tuning,Distributed ML Training and Fine-Tuning on Kubernetes
Organization: kubeflow
Home Page: https://www.kubeflow.org/docs/components/training
ai distributed fine-tuning gpu huggingface jax kubeflow kubernetes llm machine-learning mlops python pytorch tensorflow xgboost

lancedb / vectordb-recipes
fine-tuning,High quality resources & applications for LLMs, multi-modal models and VectorDBs
Organization: lancedb
agents ai deep-learning embeddings fine-tuning gpt gpt-4-vision langchain llama-index llms machine-learning multimodal openai rag vector-database

llmbook-zh / llmbook-zh.github.io
fine-tuning,《大语言模型》作者：赵鑫，李军毅，周昆，唐天一，文继荣
User: llmbook-zh
Home Page: https://llmbook-zh.github.io/
artificial-intelligence deep-learning deep-neural-networks deep-reinforcement-learning fine-tuning language-model large-language-models natural-language-processing nlp pretrained-models

lonepatient / bert-multi-label-text-classification
fine-tuning,This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.
User: lonepatient
pytorch pytorch-implmention nlp multi-label-classification text-classification bert fine-tuning xlnet transformers albert

louisfb01 / start-llms
fine-tuning,A complete guide to start and improve your LLM skills in 2024 with little background in the field and stay up-to-date with the latest news and state-of-the-art techniques!
User: louisfb01
Home Page: https://www.louisbouchard.ai/from-zero-to-hero-with-llms/
ai fine-tuning gpt gpt-4 language-model large-language-models llama llm llms rag

ludwig-ai / ludwig
fine-tuning,Low-code framework for building custom LLMs, neural networks, and other AI models
Organization: ludwig-ai
Home Page: http://ludwig.ai
computer-vision data-centric data-science deep deep-learning deeplearning fine-tuning learning llama llama2 llm llm-training machine-learning machinelearning mistral ml natural-language natural-language-processing neural-network pytorch

mrgiovanni / modelsgenesis
fine-tuning,[MICCAI 2019] [MEDIA 2020] Models Genesis
User: mrgiovanni
fine-tuning representation-learning transfer-learning self-supervised-learning 3d-model pre-trained-model foundation-models

nerogar / onetrainer
fine-tuning,OneTrainer is a one-stop solution for all your stable diffusion training needs.
User: nerogar
fine-tuning lora stable-diffusion training

nucleuscloud / neosync
fine-tuning,Open source data anonymization and synthetic data orchestration for developers. Create high fidelity synthetic data and sync it across your environments.
Organization: nucleuscloud
Home Page: https://www.neosync.dev
docker golang protobuf synthetic-data benthos etl orchestration testing typescript open-source

nvidia / nemo-curator
fine-tuning,Scalable data pre processing and curation toolkit for LLMs
Organization: nvidia
data-curation llm data data-prep data-preparation data-processing data-processing-pipelines data-quality datacuration datarecipes

okuvshynov / slowllama
fine-tuning,Finetune llama2-70b and codellama on MacBook Air without quantization
User: okuvshynov
apple-silicon fine-tuning llama llama2

oneirocom / magick
fine-tuning,Magick is a cutting-edge toolkit for a new kind of AI builder. Make Magick with us!
Organization: oneirocom
Home Page: https://magickml.com
ai blueprints-visual-scripting fine-tuning gpt-3 gpt-3-prompts large-language-models no-code node-editor prompt-engineering text-generation

predibase / lorax
fine-tuning,Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs
Organization: predibase
Home Page: https://loraexchange.ai
fine-tuning gpt llama llm llm-inference llm-serving llmops lora model-serving pytorch transformers

ray-project / llm-applications
fine-tuning,A comprehensive guide to building RAG-based LLM applications for production.
Organization: ray-project
llms machine-learning ray anyscale fine-tuning llama2 openai serving

rl-vig / libfewshot
fine-tuning,LibFewShot: A Comprehensive Library for Few-shot Learning. TPAMI 2023.
Organization: rl-vig
few-shot-learning meta-learning fine-tuning image-classification pytorch

run-llama / llama_index
fine-tuning,LlamaIndex is a data framework for your LLM applications
Organization: run-llama
Home Page: https://docs.llamaindex.ai
agents application data fine-tuning framework llamaindex llm rag vector-database

smallcloudai / refact
fine-tuning,WebUI for Fine-Tuning and Self-hosting of Open-Source Large Language Models for Coding
Organization: smallcloudai
Home Page: https://refact.ai
ai autocompletion chat refactoring fine-tuning self-hosted llama2 llms starchat starcoder

stochasticai / xturing
fine-tuning,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
Organization: stochasticai
Home Page: https://xturing.stochastic.ai
deep-learning fine-tuning gpt-2 gpt-j llama llm lora language-model alpaca finetuning

tencent / tencentpretrain
fine-tuning,Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo
Organization: tencent
Home Page: https://github.com/Tencent/TencentPretrain/wiki
albert bart bert chinese classification clue elmo fine-tuning gpt gpt-2

thudm / longwriter
fine-tuning,LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs
Organization: thudm
fine-tuning llm long-context long-text

tianrun-chen / sam-adapter-pytorch
fine-tuning,Adapting Meta AI's Segment Anything to Downstream Tasks with Adapters and Prompts
User: tianrun-chen
2d-segmentation adapter camouflage-images camouflaged-object-detection camouflaged-target-detection fine-tune fine-tuning image-segmentation image-segmentation-pytorch segment-anything

tigerlab-ai / tiger
fine-tuning,Open Source LLM toolkit to build trustworthy LLM applications. TigerArmor (AI safety), TigerRAG (embedding, RAG), TigerTune (fine-tuning)
User: tigerlab-ai
Home Page: https://www.tigerlab.ai
classification fine-tuning llm llm-training rag ai-safety data-augmentation large-language-models aisafety

truefoundry / cognita
fine-tuning,RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry
Organization: truefoundry
Home Page: https://cognita.truefoundry.com
ai deep-learning generative-ai llmops machine-learning mlops model-deployment python rag retrieval-augmented-generation

uclaml / spin
fine-tuning,The official implementation of Self-Play Fine-Tuning (SPIN)
User: uclaml
Home Page: https://uclaml.github.io/SPIN/
deep-learning fine-tuning large-language-models self-play

uclaml / sppo
fine-tuning,The official implementation of Self-Play Preference Optimization (SPPO)
User: uclaml
Home Page: https://uclaml.github.io/SPPO/
deep-learning fine-tuning large-language-models rlhf self-play

unslothai / unsloth
fine-tuning,Finetune Llama 3.1, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory
Organization: unslothai
Home Page: https://unsloth.ai
ai finetuning fine-tuning llama llms lora mistral qlora gemma llama3

wpydcr / llm-kit
fine-tuning,🚀WebUI integrated platform for latest LLMs | 各大语言模型的全流程工具 WebUI 整合包。支持主流大模型API接口和开源模型。支持知识库，数据库，角色扮演，mj文生图，LoRA和全参数微调，数据集制作，live2d等全流程应用工具
User: wpydcr
chatbot embeddings fine-tuning generative-agents llm player

yival / yival
fine-tuning,Your Automatic Prompt Engineering Assistant for GenAI Applications
Organization: yival
Home Page: https://yival.io/
ai prompt llm ai-experiments ai-toolkit promptengineering aigc generative-ai prompt-engineering fine-tuning

zhaoj9014 / face.evolve
fine-tuning,🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥
User: zhaoj9014
pytorch face-recognition face-detection face-alignment face-landmark-detection model-training feature-extraction fine-tuning data-augmentation deep-learning computer-vision imbalanced-learning transfer-learning hard-negative-mining supervised-learning nus tencent convolutional-neural-network machine-learning artificial-intelligence