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集合主题趋势排行榜
#

finetuning-llms

Website
Wikipedia
https://static.github-zh.com/github_avatars/e-p-armstrong?size=40
e-p-armstrong / augmentoolkit

Create Custom LLMs

人工智能dataset-generationfinetuning-llms
Python 1.65 k
1 天前
https://static.github-zh.com/github_avatars/adithya-s-k?size=40
adithya-s-k / AI-Engineering.academy

#大语言模型#Mastering Applied AI, One Concept at a Time

fine-tuningfinetuningfinetuning-llmsinferencelarge-language-models大语言模型Pythonquantization
Jupyter Notebook 1.01 k
12 天前
https://static.github-zh.com/github_avatars/GURPREETKAURJETHRA?size=40
GURPREETKAURJETHRA / END-TO-END-GENERATIVE-AI-PROJECTS

#大语言模型#End to End Generative AI Industry Projects on LLM Models with Deployment_Awesome LLM Projects

chainlitfinetuning-llmsgeminigenerative-aigradio-python-llmhuggingfacelangchainlarge-language-modelsllamallama-index大语言模型llmopsloramistralopenai-apiqlorallama3gpt4o
309
5 个月前
https://static.github-zh.com/github_avatars/Goekdeniz-Guelmez?size=40
Goekdeniz-Guelmez / mlx-lm-lora

#计算机科学#Train Large Language Models on MLX.

Apple深度学习dpo机器学习trainingfinetuning-llmsrlhfsupervised-machine-learning
Python 105
3 天前
https://static.github-zh.com/github_avatars/Itachi-Uchiha581?size=40
Itachi-Uchiha581 / Auto-Data

#大语言模型#Auto Data is a library designed for quick and effortless creation of datasets tailored for fine-tuning Large Language Models (LLMs).

人工智能datafinetuning-llmsgenerative-ai大语言模型llm-trainingPython
Python 102
8 个月前
https://static.github-zh.com/github_avatars/simplifine-llm?size=40
simplifine-llm / Simplifine

#大语言模型#🚀 Easy, open-source LLM finetuning with one-line commands, seamless cloud integration, and popular optimization frameworks. ✨

cloudfine-tuningfine-tuning-llmfinetuning-llmslarge-language-modelsllama大语言模型llm-trainingOpen Source人工智能gptinstruction-tuningllama3loramistralmoepeftphiqwen
Python 93
1 年前
https://static.github-zh.com/github_avatars/AlphaPav?size=40
AlphaPav / mem-kk-logic

#大语言模型#On Memorization of Large Language Models in Logical Reasoning

finetuning-llms大语言模型logical-reasoning数学
Python 67
3 个月前
https://static.github-zh.com/github_avatars/dvgodoy?size=40
dvgodoy / FineTuningLLMs

Official repository of my book "A Hands-On Guide to Fine-Tuning LLMs with PyTorch and Hugging Face"

fine-tuningfinetuningfinetuning-llmshugging-facehuggingfacelarge-language-modelsllamacpploraollamapeftPyTorchtransformers
Jupyter Notebook 60
3 个月前
https://static.github-zh.com/github_avatars/yuki-2025?size=40
yuki-2025 / MediNotes

MediNotes: SOAP Note Generation through Ambient Listening, Large Language Model Fine-Tuning, and RAG

finetuning-llmsgenerationllm-training
Python 46
6 个月前
https://static.github-zh.com/github_avatars/wangermeng2021?size=40
wangermeng2021 / llm-webui

A Gradio web UI for Large Language Models. Supports LoRA/QLoRA finetuning,RAG(Retrieval-augmented generation) and Chat

finetuning-llmslarge-language-models大语言模型loraqloraragretrieval-augmented-generationwebuillama2mistral-7b
Python 36
2 年前
https://static.github-zh.com/github_avatars/neuralwork?size=40
neuralwork / instruct-finetune-mistral

#大语言模型#Fine-tune Mistral 7B to generate fashion style suggestions

finetuning-llmshuggingface大语言模型llm-inferencemistralquantizationpeft
Python 34
1 年前
https://static.github-zh.com/github_avatars/BaohaoLiao?size=40
BaohaoLiao / mefts

#大语言模型#[NeurIPS 2023] Make Your Pre-trained Model Reversible: From Parameter to Memory Efficient Fine-Tuning

finetuning-llms大语言模型peft
Python 31
2 年前
https://static.github-zh.com/github_avatars/Prismadic?size=40
Prismadic / magnet

the small distributed language model toolkit; fine-tune state-of-the-art LLMs anywhere, rapidly

embeddingsfine-tuningfinetuning-llmsllm-traininglangchainmistralmilvusnatsnats-streamingapple-siliconhuggingfaceinference-apiMLXdistributed-computingdistributed-systemsclaudegemini
Python 31
8 个月前
https://static.github-zh.com/github_avatars/samadon1?size=40
samadon1 / LLM-From-Scratch

#大语言模型#Medical Language Model fine-tuned using pretraining, instruction tuning, and Direct Preference Optimization (DPO). Progresses from general medical knowledge to specific instruction following, with exp...

finetuning-llms大语言模型llm-training
Jupyter Notebook 29
9 个月前
https://static.github-zh.com/github_avatars/garyfanhku?size=40
garyfanhku / Galore-pytorch

#大语言模型#GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection

finetuning-llmslarge-language-models大语言模型lorapeftPyTorch
Python 22
1 年前
https://static.github-zh.com/github_avatars/yrom?size=40
yrom / finetune-index-tts

IndexTTS Fine-tuning notebooks

fine-tuningttsJupyter Notebookfinetuning-llms
Jupyter Notebook 22
14 天前
https://static.github-zh.com/github_avatars/zhaoyl18?size=40
zhaoyl18 / SEIKO

SEIKO is a novel reinforcement learning method to efficiently fine-tune diffusion models in an online setting. Our methods outperform all baselines (PPO, classifier-based guidance, direct reward backp...

diffusion-modelsfinetuningfinetuning-llmsonline-learningstable-diffusiontext-to-image
Python 22
1 年前
https://static.github-zh.com/github_avatars/adithya-s-k?size=40
adithya-s-k / Indic-llm

#大语言模型#A open-source framework designed to adapt pre-trained Language Models (LLMs), such as Llama, Mistral, and Mixtral, to a wide array of domains and languages.

dpofinetuningfinetuning-llms大语言模型lora
Python 16
1 年前
https://static.github-zh.com/github_avatars/BaohaoLiao?size=40
BaohaoLiao / ApiQ

#大语言模型#[EMNLP 2024] Quantize LLM to extremely low-bit, and finetune the quantized LLMs

大语言模型peftquantizationfinetuning-llms
Python 13
1 年前
https://static.github-zh.com/github_avatars/deep-div?size=40
deep-div / Fine-Tuning-LLMs-and-VisionModels

#大语言模型#Fine-Tuning LLMs (Gemma, LLaMA, Mistral, etc.) A practical guide to fine-tuning various large language models using popular frameworks. Includes examples, scripts, and tips for efficient training on c...

deepseekfinetuning-llmsgemmagenerative-aihuggingfacelarge-language-modelsllama大语言模型transformersunsloth
Jupyter Notebook 13
1 个月前
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