fine-tuning · GitHub Topics

#大语言模型#Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

fine-tuning language-model llama 大语言模型 peft transformers rlhf qlora quantization chatglm qwen instruction-tuning mistral gpt lora large-language-models agent 人工智能 moe llama3

Python 43.83 k

15 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 39.85 k

17 小时前

unslothai / unsloth

#大语言模型#Finetune Llama 3.3, DeepSeek-R1 & Reasoning LLMs 2x faster with 70% less memory! 🦥

finetuning fine-tuning llama llms lora mistral qlora gemma llama3 phi3 unsloth 大语言模型 gemma2 deepseek deepseek-r1

Python 34.34 k

1 小时前

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 natural-language-generation Python 声音克隆

Python 11.81 k

2 天前

ludwig-ai / ludwig

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

翻译 - Ludwig是在TensorFlow之上构建的工具箱，无需编写代码即可训练和测试深度学习模型。

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 11.36 k

8 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 10.94 k

1 天前

cloneofsimo / lora

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

diffusion lora stable-diffusion dreambooth fine-tuning

Jupyter Notebook 7.24 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.

翻译 - 大规模可靠地开发，执行和监视分布式工作流。

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 6.08 k

18 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 4.21 k

5 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 3.89 k

19 天前

nucleuscloud / neosync

Open source data anonymization and synthetic data platform for developers. Anonymize your production data and sync it across your environments so that developers can safely use it.

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 3.79 k

2 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 3.7 k

1 年前

ZhaoJ9014 / face.evoLVe

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

翻译 - yPyTorch上的高性能人脸识别库🔥🔥

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 3.49 k

2 年前

sentient-agi / OML-1.0-Fingerprinting

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

fine-tuning fingerprint loyalty

Python 3.38 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 llms Amazon Web Services CI/CD fine-tuning llmops qlora streaming Docker

Jupyter Notebook 3.21 k

3 个月前

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

CSS 3.14 k

7 天前

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 fine-tuning 机器学习 macOS ollama openai prompt prompt-engineering Python rlhf synthetic-data Windows

Python 3.13 k

2 天前

dbiir / UER-py

#自然语言处理#Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

翻译 - PyTorch 中的开源预训练模型框架和预训练模型 Zoo

bert pre-training fine-tuning gpt 中文自然语言处理 PyTorch elmo classification ner t5 unilm roberta albert gpt-2 model-zoo bart xlm-roberta

Python 3.04 k

10 个月前

stochasticai / xTuring

#大语言模型#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/TgHXuSJ...

深度学习 fine-tuning gpt-2 gpt-j llama 大语言模型 lora language-model alpaca finetuning adapter gen-ai generative-ai mistral peft quantization

Python 2.64 k

6 个月前

roboflow / maestro

streamline the fine-tuning process for multimodal models: PaliGemma 2, Florence-2, and Qwen2.5-VL

captioning fine-tuning florence-2 multimodal objectdetection paligemma phi-3-vision transformers vision-and-language vqa qwen2-vl

Python 2.43 k

18 小时前