fine-tuning · GitHub Topics

#自然语言处理#Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

fine-tuning llama 大语言模型 peft transformers rlhf qlora quantization qwen instruction-tuning gpt lora large-language-models agent 人工智能 moe llama3 deepseek gemma 自然语言处理

Python 55.22 k

6 小时前

run-llama / llama_index

#大语言模型#LlamaIndex is the leading framework for building LLM-powered agents over your data.

agents application data fine-tuning 框架 llamaindex 大语言模型 rag vector-database multi-agents

Python 43.39 k

15 小时前

unslothai / unsloth

#大语言模型#Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train Qwen3, Llama 4, DeepSeek-R1, Gemma 3, TTS 2x faster with 70% less VRAM.

fine-tuning llama 大语言模型 lora mistral gemma llama3 unsloth deepseek deepseek-r1 gemma3 text-to-speech tts qwen qwen3 agent 人工智能 openai PyTorch

Python 42.92 k

1 天前

FunAudioLLM / CosyVoice

#大语言模型#Multi-lingual large voice generation model, providing inference, training and deployment full-stack ability.

audio-generation gpt-4o text-to-speech tts cantonese 聊天机器人 ChatGPT 中文 english fine-grained fine-tuning japanese korean multi-lingual natural-language-generation Python cosyvoice cross-lingual 声音克隆

Python 15.47 k

14 天前

bentoml / OpenLLM

#大语言模型#Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.

大语言模型 llmops model-inference fine-tuning llm-serving llama vicuna bentoml llama2 llm-inference llm-ops mistral mlops llama3-1

Python 11.62 k

20 小时前

ludwig-ai / ludwig

#学习与技能提升#Low-code framework for building custom LLMs, neural networks, and other AI models

深度学习 deep learning 机器学习自然语言处理 natural-language 机器视觉 data-centric 数据科学 PyTorch 神经网络大语言模型 llm-training fine-tuning llama mistral llama2

Python 11.54 k

2 天前

oumi-ai / oumi

Easily fine-tune, evaluate and deploy Qwen3, DeepSeek-R1, Llama 4 or any open source LLM / VLM!

dpo evaluation fine-tuning inference llama 大语言模型 sft vlms

Python 8.34 k

16 小时前

cloneofsimo / lora

Using Low-rank adaptation to quickly fine-tune diffusion models.

diffusion lora stable-diffusion dreambooth fine-tuning

Jupyter Notebook 7.4 k

1 年前

flyteorg / flyte

#大语言模型#Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.

flyte 机器学习 Go scale workflow 数据科学数据分析 data kubernetes-operator Kubernetes orchestration-engine mlops DataOps gRPC Python production declarative fine-tuning 大语言模型 Hacktoberfest

Go 6.38 k

14 小时前

h2oai / h2o-llmstudio

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

人工智能聊天机器人 ChatGPT fine-tuning finetuning generative generative-ai gpt llama llama2 大语言模型 llm-training

Python 4.36 k

15 天前

truefoundry / cognita

#大语言模型#RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry

人工智能深度学习 generative-ai llmops 机器学习 mlops model-deployment Python rag retrieval-augmented-generation TypeScript agent application data fine-tuning 框架大语言模型 llm-ops

Python 4.17 k

5 个月前

Kiln-AI / Kiln

#计算机科学#The easiest tool for fine-tuning LLM models, synthetic data generation, and collaborating on datasets.

人工智能 chain-of-thought collaboration dataset-generation fine-tuning 机器学习 macOS ollama openai prompt prompt-engineering Python rlhf synthetic-data Windows evals evaluation

Python 4.01 k

1 天前

nucleuscloud / neosync

Open Source Data Security Platform for Developers to Monitor and Detect PII, Anonymize Production Data and Sync it across environments.

Docker Go synthetic-data benthos etl orchestration Testing TypeScript Open Source React 自托管 Kubernetes Next test-data-generator fine-tuning synthetic-data-generation faker MySQL PostgreSQL

Go 3.9 k

16 小时前

LLMBook-zh / LLMBook-zh.github.io

#自然语言处理#《大语言模型》作者：赵鑫，李军毅，周昆，唐天一，文继荣

人工智能深度学习深度神经网络 deep-reinforcement-learning fine-tuning language-model large-language-models 自然语言处理 pretrained-models

Python 3.84 k

12 天前

hiyouga / ChatGLM-Efficient-Tuning

#大语言模型#Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调

chatglm ChatGPT fine-tuning lora alpaca peft huggingface language-model transformers PyTorch rlhf chatglm2 qlora

Python 3.71 k

2 年前

ZhaoJ9014 / face.evoLVe

#人脸识别#🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥

PyTorch face-recognition face-detection face-alignment face-landmark-detection model-training feature-extraction fine-tuning data-augmentation 深度学习机器视觉 transfer-learning supervised-learning tencent convolutional-neural-network 机器学习人工智能

Python 3.53 k

4 个月前

sentient-agi / OML-1.0-Fingerprinting

OML 1.0 via Fingerprinting: Open, Monetizable, and Loyal AI

fine-tuning fingerprint loyalty

Python 3.49 k

6 个月前

predibase / lorax

#大语言模型#Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs

fine-tuning gpt llama 大语言模型 llm-inference llm-serving llmops lora model-serving PyTorch transformers

Python 3.33 k

2 个月前

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 & 𝘳𝘦�...

bytewax comet-ml huggingface mlops qdrant transformers beam langchain generative-ai 大语言模型 Amazon Web Services CI/CD fine-tuning llmops qlora streaming Docker

Jupyter Notebook 3.32 k

8 个月前

smallcloudai / refact

AI Agent that handles engineering tasks end-to-end: integrates with developers’ tools, plans, executes, and iterates until it achieves a successful result.

fine-tuning 自托管 developer-tools Open Source rag Visual Studio Code ai-agent enterprise on-prem swe-bench

Rust 3.12 k

8 小时前