fine-tuning · GitHub Topics | GitHub 中文社区

llama_index

@run-llama

#大语言模型# LlamaIndex is a data framework for your LLM applications

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

Python36.9 k

2 小时前

LLaMA-Factory

@hiyouga

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

fine-tuning language-model llama llm peft transformers rlhf qlora quantization chatglm

Python34.77 k

1 天前

unsloth

@unslothai

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

ai finetuning fine-tuning llama llms lora mistral qlora gemma llama3

Python18.37 k

1 天前

OpenLLM

@bentoml

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

llm llmops model-inference falcon fine-tuning stablelm llm-serving llama mpt vicuna

Python10.05 k

11 天前

lora

@cloneofsimo

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

diffusion lora stable-diffusion dreambooth fine-tuning

Jupyter Notebook7.07 k

8 个月前

ChatGLM-Efficient-Tuning

@hiyouga

#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

Python3.67 k

1 年前

face.evoLVe

Zhao Jian@ZhaoJ9014

#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 deep-learning

Python3.44 k

2 年前🇨🇳

UER-py

@dbiir

#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 chinese natural-language-processing pytorch elmo classification ner

Python3 k

6 个月前

YiVal

@YiVal

#大语言模型# Your Automatic Prompt Engineering Assistant for GenAI Applications

ai prompt llm ai-experiments ai-toolkit promptengineering aigc generative-ai prompt-engineering fine-tuning

Python2.66 k

7 个月前

xTuring

@stochasticai

#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...

deep-learning fine-tuning gpt-2 gpt-j llama llm lora language-model alpaca cerebras

Python2.55 k

8 个月前

LLMBook-zh.github.io

@LLMBook-zh

#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

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

2.32 k

7 个月前

LLM-Finetuning

Ashish Patel@ashishpatel26

#大语言模型# LLM Finetuning with peft

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

Jupyter Notebook2.17 k

4 个月前

custom-diffusion

@adobe-research

Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)

customization fine-tuning text-to-image-generation computer-vision diffusion-models few-shot pytorch

Python1.87 k

1 年前

SimpleTuner

@bghira

#计算机科学# A general fine-tuning kit geared toward diffusion models.

diffusers diffusion-models fine-tuning flux-dev machine-learning stable-diffusion

Python1.83 k

3 天前

OneTrainer

@Nerogar

OneTrainer is a one-stop solution for all your stable diffusion training needs.

fine-tuning lora stable-diffusion training

Python1.79 k

5 天前

llm-applications

ray-project@ray-project

#计算机科学# A comprehensive guide to building RAG-based LLM applications for production.

llms machine-learning ray anyscale fine-tuning llama2 openai serving

Jupyter Notebook1.72 k

4 个月前

training-operator

Kubeflow@kubeflow

#大语言模型# Distributed ML Training and Fine-Tuning on Kubernetes

ai distributed fine-tuning gpu huggingface jax kubeflow kubernetes llm machine-learning

Go1.62 k

4 天前

refact

@smallcloudai

WebUI for Fine-Tuning and Self-hosting of Open-Source Large Language Models for Coding

ai autocompletion chat refactoring fine-tuning self-hosted llama2 llms starchat starcoder

JavaScript1.6 k

9 天前

finetuner

@jina-ai

🎯 Task-oriented embedding tuning for BERT, CLIP, etc.

翻译 - 微调任何 DNN 以更好地嵌入神经搜索任务

fine-tuning pretrained-models few-shot-learning negative-sampling metric-learning siamese-network triplet-loss tensorflow paddlepaddle pytorch

Python1.47 k

8 个月前

penzai

@google-deepmind • 谷歌公司

A JAX research toolkit for building, editing, and visualizing neural networks.

fine-tuning interpretability jax neural-networks visualization

Python1.37 k

7 个月前