finetuning · GitHub Topics

#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.

finetuning fine-tuning llama 大语言模型 lora mistral qlora gemma llama3 unsloth deepseek deepseek-r1 gemma3 llama-4 llama4 text-to-speech tts qwen qwen3

Python 40.56 k

4 天前

meta-llama / llama-cookbook

#大语言模型#Llama 2 微调/推理方法和示例

人工智能 finetuning langchain llama llama2 大语言模型机器学习 Python PyTorch vllm

Jupyter Notebook 17.48 k

2 天前

linkedin / Liger-Kernel

Efficient Triton Kernels for LLM Training

llm-training triton finetuning gemma2 llama llama3 大语言模型 mistral phi3

Python 5.2 k

2 天前

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 4.32 k

2 个月前

microsoft / FLAML

#自然语言处理#A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

automl hyperparam automated-machine-learning 机器学习数据科学 Python Jupyter Notebook hyperparameter-optimization random-forest scikit-learn 深度学习自然语言处理 natural-language-generation timeseries-forecasting classification regression tuning finetuning tabular-data

Jupyter Notebook 4.15 k

19 天前

Dataherald / dataherald

#大语言模型#Interact with your SQL database, Natural Language to SQL using LLMs

人工智能数据库 finetuning 大语言模型 nl-to-sql rag SQL text-to-sql

Python 3.51 k

1 年前

eosphoros-ai / Awesome-Text2SQL

#自然语言处理#Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.

人工智能 Awesome Lists 深度学习 finetuning 大语言模型自然语言处理 survey text2sql nl-to-sql text-to-sql Testing Hacktoberfest hacktoberfest2024

2.84 k

10 天前

learnables / learn2learn

A PyTorch Library for Meta-learning Research

PyTorch maml meta-learning learning2learn learn2learn metalearning few-shot finetuning

Python 2.79 k

1 年前

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 2.65 k

9 个月前

LazyAGI / LazyLLM

#大语言模型#Easiest and laziest way for building multi-agent LLMs applications.

大语言模型 ai-agent 深度学习 langchain llamaindex rag agents data finetuning 框架 documentation-tool

Python 2.01 k

5 天前

jina-ai / finetuner

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

fine-tuning pretrained-models few-shot-learning negative-sampling metric-learning siamese-network triplet-loss transfer-learning jina neural-search finetuning similarity-learning bert

Python 1.5 k

1 年前

SocialAI-tianji / Tianji

#大语言模型#制作懂人情世故的大语言模型 | 涵盖提示词工程、RAG、Agent、LLM微调教程

finetuning gpt 大语言模型 prompt rag qwen

Python 1.4 k

2 个月前

adithya-s-k / AI-Engineering.academy

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

fine-tuning finetuning inference large-language-models 大语言模型 Python quantization

Jupyter Notebook 1 k

24 天前

georgian-io / LLM-Finetuning-Toolkit

#自然语言处理#Toolkit for fine-tuning, ablating and unit-testing open-source LLMs.

classification fine-tuning finetuning large-language-models 自然语言处理 summarization falcon flan-t5 llama2 lora qlora mistral-7b Unit testing Zephyr RTOS

Python 843

8 个月前

daswer123 / xtts-webui

Webui for using XTTS and for finetuning it

finetuning tts xtts

Python 818

5 个月前

xing61 / zzz-api

#大语言模型#优质稳定的OpenAI的API接口-For企业和开发者。OpenAI的api proxy，支持ChatGPT的API调用，支持openai的API接口，支持：gpt-4，gpt-3.5。不需要openai Key, 不需要买openai的账号，不需要美元的银行卡，通通不用的，直接调用就行，稳定好用！！智增增

ChatGPT gpt4 openai openai-api gpt-35-turbo prompt finetune finetuning gpt china embedding openai-proxy proxy

PHP 763

7 个月前

data-prep-kit / data-prep-kit

#大语言模型#Open source project for data preparation for GenAI applications

data-preparation finetuning 大语言模型 llmapps data data-prep data-preprocessing data-preprocessing-pipelines datacuration large-language-models large-scale-data-processing Python ray Apache Spark datarecipes Code quality Entity resolution Malware

HTML 698

4 天前

minosvasilias / godot-dodo

Finetuning large language models for GDScript generation.

人工智能 finetuning Godot llama

Python 549

2 年前

junxia97 / awesome-pretrain-on-molecules

[IJCAI 2023 survey track]A curated list of resources for chemical pre-trained models

transfer-learning drug-discovery Molecule self-supervised-learning survey Awesome Lists graph-representation-learning finetuning computational-chemistry

525

2 年前

helixml / helix

#大语言模型#♾️ Helix is a private GenAI stack for building AI applications with declarative pipelines, knowledge (RAG), API bindings, and first-class testing.

Go llama 大语言模型 mistral openai 自托管 mixtral sdxl stable-diffusion API finetuning function-calling llm-agent llm-serving OpenAPI Specification rag swagger helm Kubernetes

Go 504

1 天前