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集合主题趋势排行榜
#

unsloth

Website
Wikipedia
unslothai/unsloth
https://static.github-zh.com/github_avatars/unslothai?size=40
unslothai / unsloth

#大语言模型#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-tuningllama大语言模型loramistralgemmallama3unslothdeepseekdeepseek-r1gemma3text-to-speechttsqwenqwen3agent人工智能openaigpt-oss
Python 45.45 k
14 小时前
https://static.github-zh.com/github_avatars/unslothai?size=40
unslothai / notebooks

100+ Fine-tuning LLM Notebooks on Google Colab, Kaggle, and more.

unsloth
Jupyter Notebook 3.64 k
2 天前
https://static.github-zh.com/github_avatars/neural-maze?size=40
neural-maze / rick-llm

#大语言模型#Make Llama 3.1 8B talk in Rick Sanchez’s style

llama3大语言模型ollamaunslothhuggingface
Jupyter Notebook 116
8 个月前
https://static.github-zh.com/github_avatars/GAD-cell?size=40
GAD-cell / vlm-grpo

An implementation of GRPO for Unsloth's VLMs training

grpohuggingfaceunslothvlmreinforcement-learning
Python 73
1 个月前
https://static.github-zh.com/github_avatars/sinanuozdemir?size=40
sinanuozdemir / oreilly-pytorch-dl

#计算机科学#Code for Deep Learning for Modern AI

bert深度学习llama3大语言模型neural-networksdistillationllamamnistquantizationclipdiffusiondreamboothmultimodalunsloth
Jupyter Notebook 45
6 个月前
https://static.github-zh.com/github_avatars/Breeze648?size=40
Breeze648 / MedCoT-7B

#自然语言处理#本项目利用医学领域的 CoT 数据对 Deepseek-R1-Distill-Qwen-7B 进行微调,通过 QLoRA 量化和 Unsloth 加速训练,显著提升模型在复杂医学推理任务中的慢思考能力。知识蒸馏技术使轻量级模型获得大模型的推理优势,实现高效、准确且具有解释性的医学问答系统。

人工智能chain-of-thoughtdeepseek-r1distillation大语言模型loramedical-application自然语言处理qloraqwenunsloth
Python 28
6 个月前
https://static.github-zh.com/github_avatars/Cre4T3Tiv3?size=40
Cre4T3Tiv3 / unsloth-llama3-alpaca-lora

#大语言模型#Advanced 4-bit QLoRA fine-tuning pipeline for LLaMA 3 8B with production-grade optimization. Memory-efficient training on consumer GPUs for instruction-following specialization. Demonstrates cutting-e...

4bitalpacacolabfinetuninggradiohuggingfaceinstruction-tuningllama3大语言模型loraOpen Sourcepeftqloratransformersunsloth
Jupyter Notebook 26
2 个月前
https://static.github-zh.com/github_avatars/qqqqqf-q?size=40
qqqqqf-q / Qing-Digital-Self

#大语言模型#数字分身项目,并且包含了搭建(复现)教程 Qing's digital self, including setup tutorial

人工智能聊天机器人大语言模型qloraqwenunslothdigital-twinfinetunefinetune-llmhuggingface
Python 24
9 天前
https://static.github-zh.com/github_avatars/shaheennabi?size=40
shaheennabi / Production-Ready-Instruction-Finetuning-of-Meta-Llama-3.2-3B-Instruct-Project

Instruction Fine-Tuning of Meta Llama 3.2-3B Instruct on Kannada Conversations. Tailoring the model to follow specific instructions in Kannada, enhancing its ability to generate relevant, context-awar...

finetuningggufhuggingfacemetaqloraquantizationOpen Sourceproduction-readyunslothgpuinferencetrainingpeft
Jupyter Notebook 21
7 个月前
https://static.github-zh.com/github_avatars/0xZee?size=40
0xZee / DeepSeek-R1-FineTuning

Fine-Tuning of DeepSeek-Style Reasoning Models | RL + Quantization Implementation

deepseek-r1loraqlorareinforcement-learningunsloth
Jupyter Notebook 15
7 个月前
https://static.github-zh.com/github_avatars/Eviltr0N?size=40
Eviltr0N / Make-AI-Clone-of-Yourself

#大语言模型#Cloning Yourself using your whatsapp chat history and training a model on it.

人工智能finetuningllama3llama3-finetuneunslothWhatsAppwhatsapp-clone大语言模型ollama
Jupyter Notebook 15
1 年前
https://static.github-zh.com/github_avatars/deep-div?size=40
deep-div / Fine-Tuning-LLMs-and-VisionModels

#大语言模型#Fine-Tuning LLMs (Gemma, LLaMA, Mistral, etc.) A practical guide to fine-tuning various large language models using popular frameworks. Includes examples, scripts, and tips for efficient training on c...

deepseekfinetuning-llmsgemmagenerative-aihuggingfacelarge-language-modelsllama大语言模型transformersunsloth
Jupyter Notebook 14
8 天前
https://static.github-zh.com/github_avatars/alisonmitchell?size=40
alisonmitchell / Biomedical-Knowledge-Graph

Information extraction from unstructured text to build a knowledge graph using techniques from traditional NLP to pre-trained transformers and LLMs for NER and Linking, and Relation Extraction.

arxivcoreference-resolutiongroqknowledge-graphllamaindexnamed-entity-recognitionrelation-extractionunslothlangchainbiomedical
Jupyter Notebook 14
9 个月前
https://static.github-zh.com/github_avatars/QuangNguyen2910?size=40
QuangNguyen2910 / AutClothingChatbot

#大语言模型#PTIT's Major Project: Website Programming - This repo contains a chatbot for a clothing store. The chatbot acts as an employee with specific knowledge about clothing consultation, website support, and...

聊天机器人langchain大语言模型ragunslothvector-database
Jupyter Notebook 13
1 年前
https://static.github-zh.com/github_avatars/muhammad-fiaz?size=40
muhammad-fiaz / finetune-web-ui

#数据仓库#Finetune Web UI is a user-interface for training and deploying pre-trained models.

数据集fine-tuningfinetunefinetuning-llmsgenerative-aigpthuggingfacelarge-language-modelstransformersunslothgradio
Python 10
1 个月前
https://static.github-zh.com/github_avatars/IAmSkyDra?size=40
IAmSkyDra / finetune-quantize-llms

Materials for CSE Summer School Hackathon 2024

大语言模型unsloth
Jupyter Notebook 10
10 个月前
https://static.github-zh.com/github_avatars/SrikarVeluvali?size=40
SrikarVeluvali / Astor-AI

#大语言模型#AstorAI is a user-friendly medical chatbot powered by Retrieval-Augmented Generation (RAG) and the advanced LLama 3 model. It offers real-time, accurate responses to a wide range of medical queries, e...

Flaskhuggingfacellama3大语言模型MongoDBollamaReacttransformersunsloth
Jupyter Notebook 10
10 个月前
https://static.github-zh.com/github_avatars/bastienpo?size=40
bastienpo / unsloth_finetuning

Finetuning of Gemma-2 2B for structured output

人工智能fine-tuninggemma2llamacppPythonunsloth
Jupyter Notebook 9
1 年前
https://static.github-zh.com/github_avatars/mirabdullahyaser?size=40
mirabdullahyaser / LLaMA3-Financial-Analyst

#大语言模型#LLM-powered financial analyst using LoRA-tuned Llama-3 and RAG pipeline to answer complex queries over SEC 10-K filings with contextual accuracy.

embeddingsfinancefinancial-analysisfine-tuninghuggingfacellama3大语言模型loraragunslothvector-database聊天机器人question-answering
Jupyter Notebook 8
7 个月前
https://static.github-zh.com/github_avatars/harshit433?size=40
harshit433 / ResurrectAI

#计算机科学#ResurrectAI is an AI-driven chat application designed to bring the wisdom and knowledge of great historical personalities to life. Leveraging advanced language models and fine-tuning techniques, Resur...

finetuning-llmsFirebaseFlaskFlutterhtml-css-javascriptllama3-1ollamaPythonunsloth人工智能聊天机器人conversational-ailanguage-model机器学习
Dart 8
1 年前
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