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fine-tuning

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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

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6920

8 小时前

unslothai / unsloth

Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, 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 gpt-oss

Python

44369

3590

3 小时前

run-llama / llama_index

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

43785

6294

16 小时前

FunAudioLLM / CosyVoice

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 chinese english fine-grained fine-tuning japanese korean multi-lingual natural-language-generation Python cosyvoice cross-lingual voice-cloning

Python

15849

1693

6 天前

bentoml / OpenLLM

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

11700

761

2 天前

ludwig-ai / ludwig

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

11569

1220

2 天前

axolotl-ai-cloud / axolotl

Go ahead and axolotl questions

fine-tuning 大语言模型

Python

10223

1118

3 天前

oumi-ai / oumi

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

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

Python

8422

637

14 小时前

cloneofsimo / lora

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

diffusion lora stable-diffusion dreambooth fine-tuning

Jupyter Notebook

7418

491

1 年前

flyteorg / flyte

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

6422

741

12 小时前

h2oai / h2o-llmstudio

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

4368

451

7 天前

truefoundry / cognita

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

4189

347

6 个月前

Kiln-AI / Kiln

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

4056

292

9 小时前

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

3915

169

11 小时前

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

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

3901

290

1 个月前

hiyouga / ChatGLM-Efficient-Tuning

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

3717

477

2 年前

ZhaoJ9014 / face.evoLVe

🔥🔥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

3533

759

5 个月前

sentient-agi / OML-1.0-Fingerprinting

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

fine-tuning fingerprint loyalty

Python

3495

222

7 个月前

predibase / lorax

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

3388

261

3 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 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

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

3334

534

8 个月前