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LLaMA-Factory hiyouga

4.3k

34.6k

apache-2.0

214

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

Created 2023-05-28

2,377 commits to main branch, last one a day ago

unsloth unslothai

1.3k

18.3k

apache-2.0

128

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

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

Created 2023-11-29

569 commits to main branch, last one a day ago

Firefly yangjianxin1

526

5.9k

unknown

56

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

Created 2023-04-02

179 commits to master branch, last one 28 days ago

airllm lyogavin

424

5.3k

apache-2.0

127

AirLLM 70B inference with single 4GB GPU

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

Created 2023-06-12

264 commits to main branch, last one about a month ago

ChatGLM-Efficient-Tuning hiyouga

470

3.7k

apache-2.0

32

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

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

This repository has been archived (exclude archived)

Created 2023-04-08

287 commits to main branch, last one about a year ago

hands-on-llms iusztinpaul

482

3.1k

mit

47

🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦�...

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

Created 2023-06-28

140 commits to main branch, last one 7 months ago

chatglm_finetuning ssbuild

176

1.5k

unknown

20

chatglm 6b finetuning and alpaca finetuning

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

Created 2023-03-14

345 commits to dev branch, last one 7 months ago

LLM-Finetuning-Toolkit georgian-io

91

781

apache-2.0

16

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

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

Created 2023-07-24

540 commits to main branch, last one about a month ago

MindChat X-D-Lab

48

610

gpl-3.0

13

🐋MindChat（漫谈）——心理大模型：漫谈人生路, 笑对风霜途

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

Created 2023-07-06

172 commits to main branch, last one 2 months ago

LLamaTuner jianzhnie

63

576

apache-2.0

9

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

dpo ppo qwen rlhf llama qlora llama3 chatgpt mixtral

Created 2023-05-25

537 commits to main branch, last one 4 months ago

Firefly-LLaMA2-Chinese yangjianxin1

32

398

unknown

11

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

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

Created 2023-07-19

40 commits to master branch, last one about a year ago

Sunsimiao X-D-Lab

23

397

apache-2.0

3

🌿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

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

Created 2023-06-20

60 commits to master branch, last one 2 months ago

AutoAudit ddzipp

33

259

mit

6

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

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

Created 2023-06-27

76 commits to main branch, last one 7 days ago

Aurora WangRongsheng

21

257

apache-2.0

7

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

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

Created 2023-12-18

83 commits to main branch, last one 6 months ago

finetuned-qlora-falcon7b-medical iamarunbrahma

27

242

mit

4

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

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

Created 2023-07-21

20 commits to main branch, last one 10 months ago

LongQLoRA yangjianxin1

13

159

unknown

2

LongQLoRA: Extent Context Length of LLMs Efficiently

llm lora qlora longlora long-context

Created 2023-10-22

25 commits to master branch, last one about a year ago

Llama3.1-Finetuning taishan1994

15

152

apache-2.0

3

对llama3进行全参微调、lora微调以及qlora微调。

lora qwen qlora llama3

Created 2024-04-22

15 commits to main branch, last one about a month ago

chatglm2_finetuning ssbuild

17

144

apache-2.0

3

chatglm2 6b finetuning and alpaca finetuning

ia3 lora qlora chatglm chatglm2 finetuning chatglm2-6b deep-training

Created 2023-06-25

87 commits to dev branch, last one 7 months ago

llm-toys kuutsav

7

123

apache-2.0

10

Small finetuned LLMs for a diverse set of useful tasks

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

Created 2023-07-08

42 commits to main branch, last one about a year ago

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

36

102

mit

1

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

Created 2024-03-21

33 commits to main branch, last one 2 months ago

llm_finetuning ssbuild

12

96

unknown

2

Large language Model fintuning bloom , opt , gpt, gpt2 ,llama,llama-2,cpmant and so on

gpt opt gpt2 lora bloom llama qlora cpmant llama2 adalora mistral

Created 2023-04-02

245 commits to dev branch, last one 7 months ago

qlora-chinese-LLM taishan1994

5

85

unknown

2

使用qlora对中文大语言模型进行微调，包含ChatGLM、Chinese-LLaMA-Alpaca、BELLE

lora belle llama qlora alpaca bloomz chatglm

Created 2023-05-26

7 commits to main branch, last one about a year ago

qwen_finetuning ssbuild

8

84

apache-2.0

2

qwen-7b and qwen-14b finetuning

ia3 lora qwen sfml qlora adalora qwen-7b qwen-14b

Created 2023-08-03

70 commits to dev branch, last one 7 months ago

Indian-LawyerGPT NisaarAgharia

27

67

unknown

4

Fine-Tuning Falcon-7B, LLAMA 2 with QLoRA to create an advanced AI model with a profound understanding of the Indian legal context.

gpt llms peft llama qlora falcon llama2 fine-tuning large-language-models huggingface-transformers

Created 2023-06-08

54 commits to main branch, last one 9 months ago

Finetuning-Suite kyegomez

7

56

apache-2.0

2

Finetune any model on HF in less than 30 seconds

gpt gpt4 qlora finetuning transformer deep-learning large-language-models artificial-intelligence

Created 2023-06-13

73 commits to master branch, last one 11 months ago

lightning-mlflow-hf zjohn77

5

54

apache-2.0

2

Use QLoRA to tune LLM in PyTorch-Lightning w/ Huggingface + MLflow

llm nlp lora peft qlora mlflow polars adapter pytorch azure-ml hugging-face deep-learning language-model pytorch-lightning

Created 2023-11-05

23 commits to main branch, last one about a year ago

moss_finetuning ssbuild

4

50

unknown

2

moss chat finetuning

sft chat lora moss qlora adalora chatmoss finetuing

Created 2023-04-21

127 commits to dev branch, last one 7 months ago

InstructLLaMA michaelnny

9

45

mit

0

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 InstructG...

ppo rhlf llam2 qlora instructgpt 4bit-fine-tune

Created 2023-07-08

35 commits to main branch, last one 8 months ago

Tuning-the-Finetuning AviSoori1x

12

42

apache-2.0

3

Tuning the Finetuning: An exploration of achieving success with QLoRA

llms lora qlora fine-tuning transformers large-language-models

Created 2023-08-15

10 commits to main branch, last one 6 months ago

chatglm3_finetuning ssbuild

2

37

apache-2.0

1

This repository has no description...

qlora chatglm3

Created 2023-10-27

46 commits to dev branch, last one 7 months ago