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fine-tuning

Here are 1,423 public repositories matching this topic...

run-llama / llama_index

LlamaIndex is a data framework for your LLM applications

application data framework agents fine-tuning multi-agents rag vector-database llm llamaindex

Updated Nov 22, 2024
Python

LLaMA-Factory

hiyouga / LLaMA-Factory

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

Updated Nov 21, 2024
Python

unsloth

unslothai / unsloth

Finetune Llama 3.2, Mistral, Phi, Qwen 2.5 & Gemma LLMs 2-5x faster with 80% less memory

ai llama lora gemma mistral fine-tuning finetuning llm llms qlora unsloth llama3 phi3 gemma2

Updated Nov 22, 2024
Python

ludwig

ludwig-ai / ludwig

Low-code framework for building custom LLMs, neural networks, and other AI models

Updated Nov 18, 2024
Python

bentoml / OpenLLM

Run any open-source LLMs, such as Llama, Mistral, as OpenAI compatible API endpoint in the cloud.

llama mistral fine-tuning mlops bentoml vicuna llm model-inference llmops llm-serving llm-inference open-source-llm llama2 openllm llm-ops llama3-1 llama3-2 llama3-2-vision

Updated Nov 19, 2024
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

FunAudioLLM / CosyVoice

Multi-lingual large voice generation model, providing inference, training and deployment full-stack ability.

python text-to-speech japanese chatbot multi-lingual tts english chinese korean cantonese natural-language-generation cross-lingual fine-grained fine-tuning voice-cloning audio-generation chatgpt gpt-4o cosyvoice

Updated Nov 22, 2024
Python

flyte

flyteorg / flyte

Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.

Updated Nov 22, 2024
Go

h2oai / h2o-llmstudio

H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/

ai chatbot llama gpt generative fine-tuning finetuning llm generative-ai chatgpt llm-training llama2

Updated Nov 1, 2024
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

ZhaoJ9014 / face.evoLVe

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥

machine-learning computer-vision deep-learning pytorch artificial-intelligence feature-extraction supervised-learning face-recognition face-detection tencent transfer-learning nus convolutional-neural-network data-augmentation face-alignment imbalanced-learning model-training fine-tuning face-landmark-detection hard-negative-mining

Updated Dec 23, 2022
Python

neosync

nucleuscloud / neosync

Open source data anonymization and synthetic data orchestration for developers. Create high fidelity synthetic data and sync it across your environments.

mysql testing docker kubernetes golang open-source typescript etl reactjs nextjs postgresql faker self-hosted orchestration test-data-generator synthetic-data fine-tuning benthos synthetic-data-generation

Updated Nov 22, 2024
Go

cognita

truefoundry / cognita

RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry

python agent application data machine-learning framework typescript ai deep-learning model-deployment fine-tuning rag mlops llm generative-ai llmops retrieval-augmented-generation llm-ops

Updated Nov 18, 2024
Python

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

docker aws streaming beam transformers cicd fine-tuning comet-ml mlops huggingface qdrant bytewax llms generative-ai langchain llmops qlora 3-pipeline-design

Updated Apr 7, 2024
Jupyter Notebook

dbiir / UER-py

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

Updated May 9, 2024
Python

YiVal / YiVal

Your Automatic Prompt Engineering Assistant for GenAI Applications

python api framework ai prompt fine-tuning ai-toolkit ai-experiments gpt4 prompt-tuning aigc llm midjourney prompt-engineering stable-diffusion promptengineering generative-ai autogpt auto-prompting

Updated Apr 22, 2024
Python

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

adapter deep-learning llama lora quantization language-model alpaca mistral fine-tuning peft finetuning mixed-precision gpt-2 gpt-j llm generative-ai gen-ai

Updated Sep 23, 2024
Python

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

nlp natural-language-processing deep-neural-networks deep-learning deep-reinforcement-learning artificial-intelligence pretrained-models language-model fine-tuning large-language-models

Updated Apr 22, 2024

predibase / lorax

Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs

transformers pytorch llama gpt lora model-serving fine-tuning llm llmops llm-serving llm-inference

Updated Nov 22, 2024
Python

ashishpatel26 / LLM-Finetuning

LLM Finetuning with peft

text-generation pytorch falcon llama lora fine-tuning peft huggingface llm llms llama2

Updated Jul 8, 2024
Jupyter Notebook

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