qlora

There are 6 repositories under qlora topic.

LLaMA-Factory
hiyouga / LLaMA-Factory
Unify Efficient Fine-Tuning of 100+ LLMs
agent ai chatglm fine-tuning gpt instruction-tuning language-model large-language-models llama llama3 llm lora mistral moe peft qlora quantization qwen rlhf transformers
Language:Python 22147
unslothai / unsloth
Finetune Llama 3, Mistral & Gemma LLMs 2-5x faster with 80% less memory
ai fine-tuning finetuning gemma llama llama2 llms lora mistral qlora
Language:Python 9619
yangjianxin1 / Firefly
Firefly: 大模型训练工具，支持训练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
gpt alpaca llm baichuan llama lora qlora peft llama2 internlm chatglm qwen xverse aquila mistral mixtral zephyr minicpm gemma llama3
Language:Python 4801
hiyouga / ChatGLM-Efficient-Tuning
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
Language:Python 3610
lyogavin / Anima
33B Chinese LLM, DPO QLORA, 100K context, AirLLM 70B inference with single 4GB GPU
chinese-nlp finetune generative-ai instruct-gpt instruction-set llama llm lora open-models open-source open-source-models qlora chinese-llm
Language:Jupyter Notebook 3291
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
bytewax comet-ml huggingface mlops qdrant transformers beam langchain generative-ai llms 3-pipeline-design aws cicd fine-tuning llmops qlora streaming docker
Language:Jupyter Notebook 2432
ssbuild / chatglm_finetuning
chatglm 6b finetuning and alpaca finetuning
chatglm deep-learning lora pytorch p-tuning-v2 adalora sft freeze qlora ia3
Language:Python 1527
georgian-io / LLM-Finetuning-Toolkit
Toolkit for fine-tuning, ablating and unit-testing open-source LLMs.
classification fine-tuning finetuning large-language-models nlp nlp-machine-learning summarization falcon flan-t5 llama2 lora qlora redpajama ablation-study llm-test mistral-7b unit-testing zephyr
Language:Python 677
X-D-Lab / MindChat
🐋MindChat（漫谈）——心理大模型：漫谈人生路, 笑对风霜途
chatgpt internlm llm lora qlora baichuan-13b chatglm2-6b qwen-7b large-language-models qwen domain-llm qwen2 qwen1-5
Language:Python 455
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
firefly llama llama-2 llama2 llm baichuan baichuan-13b bloom chatglm falcon internlm lora pretrain qlora qwen xverse baichaun2
Language:Python 373
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
baichuan baichuan-7b llm qlora chatgpt huggingface modelscope large-language-models medical
Language:Python 255
WangRongsheng / Aurora
🐳 Aurora is a [Chinese Version] MoE model. Aurora is a further work based on Mixtral-8x7B, which activates the chat capability of the model's Chinese open domain.
mixtral-8x7b-instruct mixtral mixtral-8x7b instruction-tuning lora qlora fine-tuning large-language-models llm gpt language-model chinese
Language:Python 254
iamarunbrahma / finetuned-qlora-falcon7b-medical
Finetuning of Falcon-7B LLM using QLoRA on Mental Health Conversational Dataset
chatbot qlora fine-tuning llm lora peft falcon falcon-7b mental-health conversational-ai chatbots healthcare
Language:Jupyter Notebook 214
ssbuild / chatglm2_finetuning
chatglm2 6b finetuning and alpaca finetuning
finetuning lora qlora deep-training chatglm chatglm2 chatglm2-6b ia3
Language:Python 147
yangjianxin1 / LongQLoRA
LongQLoRA: Extent Context Length of LLMs Efficiently
llm long-context longlora lora qlora
Language:Python 138
kuutsav / llm-toys
Small(7B and below) finetuned LLMs for a diverse set of useful tasks
falcon-7b finetuning gpt llm qlora paraphrase-generation dialogue-summarization
Language:Python 115
ssbuild / llm_finetuning
Large language Model fintuning bloom , opt , gpt, gpt2 ,llama,llama-2,cpmant and so on
bloom gpt gpt2 llama lora opt adalora qlora cpmant llama2 mistral
Language:Python 88
taishan1994 / qlora-chinese-LLM
使用qlora对中文大语言模型进行微调，包含ChatGLM、Chinese-LLaMA-Alpaca、BELLE
alpaca belle bloomz chatglm llama lora qlora
Language:Python 84
ssbuild / qwen_finetuning
qwen-7b and qwen-14b finetuning
lora qlora sfml qwen qwen-7b ia3 adalora qwen-14b
Language:Python 71
kyegomez / Finetuning-Suite
Finetune any model on HF in less than 30 seconds
artificial-intelligence deep-learning finetuning large-language-models transformer gpt gpt4 qlora
Language:Jupyter Notebook 52
NisaarAgharia / Indian-LawyerGPT
Fine-Tuning Falcon-7B, LLAMA 2 with QLoRA to create an advanced AI model with a profound understanding of the Indian legal context.
falcon fine-tuning gpt huggingface-transformers llms peft qlora large-language-models llama llama2
Language:Jupyter Notebook 51
ssbuild / moss_finetuning
moss chat finetuning
adalora chat lora moss finetuing chatmoss sft qlora
Language:Python 50
zjohn77 / lightning-mlflow-hf
Use QLoRA to tune LLM in PyTorch-Lightning w/ Huggingface + MLflow
azure-ml hugging-face mlflow polars pytorch-lightning peft qlora deep-learning llm nlp pytorch adapter language-model lora
Language:Python 45
ssbuild / chatglm3_finetuning
chatglm3 qlora
Language:Python 35
AviSoori1x / Tuning-the-Finetuning
Tuning the Finetuning: An exploration of achieving success with QLoRA
fine-tuning large-language-models llms lora qlora transformers
Language:Python 33
ssbuild / rwkv_finetuning
rwkv finetuning
lora p-tuning-v2 qlora rwkv rwkv4
Language:Python 33
ssbuild / baichuan_finetuning
baichuan and baichuan2 finetuning and alpaca finetuning
qlora baichuan-13b baichuan-chat fineturn baichuan baichuan-13b-chat baichuan2-13b baichuan2-13b-chat
Language:Python 32
taishan1994 / Llama3-Finetuning
对llama3进行全参微调、lora微调以及qlora微调。
llama3 lora qlora qwen
Language:Python 30
michaelnny / InstructLLaMA
Implements pre-training, supervised fine-tuning (SFT), and reinforcement learning from human feedback (RLHF), to train and fine-tune the LLaMA2 model to follow human instructions, similar to InstructGPT or ChatGPT, but on a much smaller scale.
4bit-fine-tune instructgpt llam2 ppo qlora rhlf
Language:Jupyter Notebook 29
ssbuild / chatglm_rlhf
chatglm_rlhf_finetuning
chatglm finetuning lora reward rlhf chat qlora
Language:Python 28
wangermeng2021 / llm-webui
A Gradio web UI for Large Language Models. Supports LoRA/QLoRA finetuning,RAG(Retrieval-augmented generation) and Chat
finetuning-llms large-language-models llms lora qlora rag retrieval-augmented-generation webui finetune-llms finetuning-large-language-models llama2 mistral-7b zaphyr llm-web-ui
Language:Python 26
InquestGeronimo / tllm
An LLM training library for instruction-tuning.
fine-tuning llm qlora trainer cypher text-to-cypher instruction-tuning text-to-sql
Language:Python 20
Macielyoung / Baichuan-QLora
Finetune baichuan pretrained model with QLora method
baichuan-7b qlora sft
Language:Python 16
ssbuild / t5_finetuning
clue chatyuan finetuning
adalora chat clue lora t5 chatyuan qlora
Language:Python 15
taishan1994 / baichuan-Qlora-Tuning
基于qlora对baichuan-7B大模型进行指令微调。
baichuan-7b lora qlora
Language:Python 15
deepily / genie-in-the-box
Genie in the Box: Distill Whisper STT => Mistral-7B => Phind/Phind-CodeLlama-34B-v2 => GPT 3.5 => Coqui's TTS/OpenAI TTS
agents voice-assistant nlp peft qlora tts coqui-tts whisper-ai phind huggingface huggingface-tgi flask llm
Language:Jupyter Notebook 14

qlora

hiyouga / LLaMA-Factory

unslothai / unsloth

yangjianxin1 / Firefly

hiyouga / ChatGLM-Efficient-Tuning

lyogavin / Anima

iusztinpaul / hands-on-llms

ssbuild / chatglm_finetuning

georgian-io / LLM-Finetuning-Toolkit

X-D-Lab / MindChat

yangjianxin1 / Firefly-LLaMA2-Chinese

X-D-Lab / Sunsimiao

WangRongsheng / Aurora

iamarunbrahma / finetuned-qlora-falcon7b-medical

ssbuild / chatglm2_finetuning

yangjianxin1 / LongQLoRA

kuutsav / llm-toys

ssbuild / llm_finetuning

taishan1994 / qlora-chinese-LLM

ssbuild / qwen_finetuning

kyegomez / Finetuning-Suite

NisaarAgharia / Indian-LawyerGPT

ssbuild / moss_finetuning

zjohn77 / lightning-mlflow-hf

ssbuild / chatglm3_finetuning

AviSoori1x / Tuning-the-Finetuning

ssbuild / rwkv_finetuning

ssbuild / baichuan_finetuning

taishan1994 / Llama3-Finetuning

michaelnny / InstructLLaMA

ssbuild / chatglm_rlhf

wangermeng2021 / llm-webui

InquestGeronimo / tllm

Macielyoung / Baichuan-QLora

ssbuild / t5_finetuning

taishan1994 / baichuan-Qlora-Tuning

deepily / genie-in-the-box