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LLaMA-Factory

hiyouga /LLaMA-Factory

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

agent ai transformers moe llama gpt lora quantization language-model mistral fine-tuning peft large-language-models llm rlhf instruction-tuning chatglm qlora qwen llama3

UpdatedMar 17, 2025
Python

unslothai /unsloth

Finetune Llama 3.3, DeepSeek-R1, Gemma 3 & Reasoning LLMs 2x faster with 70% less memory! 🦥

llama lora gemma mistral fine-tuning finetuning llm llms qlora deepseek unsloth llama3 phi3 gemma2 deepseek-r1

UpdatedMar 18, 2025
Python

bitsandbytes

bitsandbytes-foundation /bitsandbytes

Accessible large language models via k-bit quantization for PyTorch.

machine-learning pytorch quantization llm qlora

UpdatedMar 17, 2025
Python

yangjianxin1 /Firefly

Firefly: 大模型训练工具，支持训练Qwen2.5、Qwen2、Yi1.5、Phi-3、Llama3、Gemma、MiniCPM、Yi、Deepseek、Orion、Xverse、Mixtral-8x7B、Zephyr、Mistral、Baichuan2、Llma2、Llama、Qwen、Baichuan、ChatGLM2、InternLM、Ziya2、Vicuna、Bloom等大模型

llama gpt lora gemma alpaca zephyr mistral peft aquila baichuan llm chatglm qlora internlm llama2 qwen mixtral minicpm qwen2 llama3

UpdatedOct 24, 2024
Python

lyogavin /airllm

AirLLM 70B inference with single 4GB GPU

open-source chinese-nlp llama lora instruction-set finetune open-source-models open-models llm generative-ai instruct-gpt qlora chinese-llm

UpdatedNov 24, 2024
Jupyter Notebook

hiyouga /ChatGLM-Efficient-Tuning

Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调

transformers pytorch lora language-model alpaca fine-tuning peft huggingface chatgpt rlhf chatglm qlora chatglm2

UpdatedOct 12, 2023
Python

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

docker aws streaming beam transformers cicd fine-tuning comet-ml mlops huggingface qdrant bytewax llms generative-ai langchain llmops qlora 3-pipeline-design

UpdatedDec 9, 2024
Jupyter Notebook

ssbuild /chatglm_finetuning

chatglm 6b finetuning and alpaca finetuning

deep-learning pytorch freeze lora sft chatglm p-tuning-v2 adalora qlora ia3

UpdatedMar 9, 2025
Python

georgian-io /LLM-Finetuning-Toolkit

Toolkit for fine-tuning, ablating and unit-testing open-source LLMs.

nlp unit-testing falcon classification summarization lora nlp-machine-learning zephyr fine-tuning finetuning ablation-study large-language-models flan-t5 redpajama qlora llm-test llama2 mistral-7b

UpdatedOct 25, 2024
Python

X-D-Lab /MindChat

🐋MindChat（漫谈）——心理大模型：漫谈人生路, 笑对风霜途

lora large-language-models llm chatgpt qlora domain-llm chatglm2-6b internlm baichuan-13b qwen qwen-7b qwen2 qwen1-5

UpdatedSep 13, 2024
Python

jianzhnie /LLamaTuner

Easy and Efficient Finetuning LLMs. (Supported LLama, LLama2, LLama3, Qwen, Baichuan, GLM , Falcon) 大模型高效量化训练+部署.

llama ppo dpo chatgpt rlhf qlora qwen mixtral llama3

UpdatedJan 24, 2025
Python

X-D-Lab /Sunsimiao

🌿孙思邈中文医疗大模型(Sunsimiao)：提供安全、可靠、普惠的中文医疗大模型

medical huggingface baichuan large-language-models llm modelscope chatgpt qlora baichuan-7b

UpdatedSep 13, 2024
Python

yangjianxin1 /Firefly-LLaMA2-Chinese

Firefly中文LLaMA-2大模型，支持增量预训练Baichuan2、Llama2、Llama、Falcon、Qwen、Baichuan、InternLM、Bloom等大模型

bloom falcon firefly llama lora pretrain baichuan llm chatglm qlora internlm baichuan-13b llama2 llama-2 qwen xverse baichaun2

UpdatedOct 21, 2023
Python

ddzipp /AutoAudit

AutoAudit—— the LLM for Cyber Security 网络安全大语言模型

llama gpt lora cyber-security security-tools fine-tuning qlora

UpdatedFeb 28, 2025
HTML

WangRongsheng /Aurora

The official codes for "Aurora: Activating chinese chat capability for Mixtral-8x7B sparse Mixture-of-Experts through Instruction-Tuning"

chinese gpt lora language-model fine-tuning large-language-models llm instruction-tuning qlora mixtral mixtral-8x7b mixtral-8x7b-instruct

UpdatedMay 9, 2024
Python

iamarunbrahma /finetuned-qlora-falcon7b-medical

Finetuning of Falcon-7B LLM using QLoRA on Mental Health Conversational Dataset

chatbot falcon healthcare chatbots lora mental-health conversational-ai fine-tuning peft llm qlora falcon-7b

UpdatedJan 15, 2024
Jupyter Notebook

GURPREETKAURJETHRA /END-TO-END-GENERATIVE-AI-PROJECTS

End to End Generative AI Industry Projects on LLM Models with Deployment_Awesome LLM Projects

gemini llama lora mistral huggingface openai-api large-language-models llm generative-ai langchain llmops llama-index qlora chainlit finetuning-llms gradio-python-llm mergekit llama3 llama3-meta-ai gpt4o

UpdatedJan 24, 2025

taishan1994 /Llama3.1-Finetuning

对llama3进行全参微调、lora微调以及qlora微调。

lora qlora qwen llama3

UpdatedOct 4, 2024
Python

yangjianxin1 /LongQLoRA

LongQLoRA: Extent Context Length of LLMs Efficiently

lora llm long-context qlora longlora

UpdatedNov 12, 2023
Python

kuutsav /llm-toys

Small finetuned LLMs for a diverse set of useful tasks

gpt paraphrase-generation finetuning dialogue-summarization llm qlora falcon-7b

UpdatedJul 26, 2023
Python

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