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集合主题趋势排行榜
#

qlora

Website
Wikipedia
hiyouga/LLaMA-Factory
https://static.github-zh.com/github_avatars/hiyouga?size=40
hiyouga / LLaMA-Factory

#大语言模型#Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

fine-tuninglanguage-modelllama大语言模型pefttransformersrlhfqloraquantizationchatglmqweninstruction-tuningmistralgptloralarge-language-modelsagent人工智能moellama3
Python 52.29 k
3 天前
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 Qwen3, Llama 4, DeepSeek-R1, Gemma 3, TTS 2x faster with 70% less VRAM.

finetuningfine-tuningllama大语言模型loramistralqloragemmallama3unslothdeepseekdeepseek-r1gemma3llama-4llama4text-to-speechttsqwenqwen3
Python 40.56 k
3 天前
bitsandbytes-foundation/bitsandbytes
https://static.github-zh.com/github_avatars/bitsandbytes-foundation?size=40
bitsandbytes-foundation / bitsandbytes

#大语言模型#Accessible large language models via k-bit quantization for PyTorch.

大语言模型机器学习PyTorchqloraquantization
Python 7.13 k
3 天前
https://static.github-zh.com/github_avatars/yangjianxin1?size=40
yangjianxin1 / Firefly

#大语言模型#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

gptalpaca大语言模型baichuanllamaloraqlorapeftllama2internlmchatglmqwenmistralmixtralZephyr RTOSminicpmgemmallama3qwen2
Python 6.45 k
8 个月前
https://static.github-zh.com/github_avatars/lyogavin?size=40
lyogavin / airllm

#大语言模型#AirLLM 70B inference with single 4GB GPU

chinese-nlpfinetunegenerative-aiinstruct-gptinstruction-setllama大语言模型loraopen-modelsOpen Sourceqlora
Jupyter Notebook 5.79 k
1 个月前
https://static.github-zh.com/github_avatars/hiyouga?size=40
hiyouga / ChatGLM-Efficient-Tuning

#大语言模型#Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调

chatglmChatGPTfine-tuningloraalpacapefthuggingfacelanguage-modeltransformersPyTorchrlhfchatglm2qlora
Python 3.7 k
2 年前
https://static.github-zh.com/github_avatars/iusztinpaul?size=40
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 & 𝘳𝘦�...

bytewaxcomet-mlhuggingfacemlopsqdranttransformersbeamlangchaingenerative-ai大语言模型Amazon Web ServicesCI/CDfine-tuningllmopsqlorastreamingDocker
Jupyter Notebook 3.29 k
6 个月前
https://static.github-zh.com/github_avatars/ssbuild?size=40
ssbuild / chatglm_finetuning

#计算机科学#chatglm 6b finetuning and alpaca finetuning

chatglm深度学习loraPyTorchsftfreezeqlora
Python 1.54 k
3 个月前
https://static.github-zh.com/github_avatars/georgian-io?size=40
georgian-io / LLM-Finetuning-Toolkit

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

classificationfine-tuningfinetuninglarge-language-models自然语言处理summarizationfalconflan-t5llama2loraqloramistral-7bUnit testingZephyr RTOS
Python 843
8 个月前
https://static.github-zh.com/github_avatars/X-D-Lab?size=40
X-D-Lab / MindChat

#大语言模型#🐋MindChat(漫谈)——心理大模型:漫谈人生路, 笑对风霜途

ChatGPTinternlm大语言模型loraqlorabaichuan-13bchatglm2-6bqwen-7blarge-language-modelsqwenqwen2qwen1-5
Python 677
9 个月前
https://static.github-zh.com/github_avatars/jianzhnie?size=40
jianzhnie / LLamaTuner

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

llamaChatGPTdpollama3mixtralppoqloraqwenrlhf
Python 606
5 个月前
https://static.github-zh.com/github_avatars/X-D-Lab?size=40
X-D-Lab / Sunsimiao

#大语言模型#🌿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大语言模型qloraChatGPThuggingfacemodelscopelarge-language-modelsmedical
Python 454
9 个月前
https://static.github-zh.com/github_avatars/yangjianxin1?size=40
yangjianxin1 / Firefly-LLaMA2-Chinese

#大语言模型#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

fireflyllamallama-2llama2大语言模型baichuanbaichuan-13bbloomchatglmfalconinternlmlorapretrainqloraqwen
Python 411
2 年前
https://static.github-zh.com/github_avatars/ddzipp?size=40
ddzipp / AutoAudit

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

cyber-securityllamafine-tuningqloragptlora安全
HTML 334
4 个月前
https://static.github-zh.com/github_avatars/GURPREETKAURJETHRA?size=40
GURPREETKAURJETHRA / END-TO-END-GENERATIVE-AI-PROJECTS

#大语言模型#End to End Generative AI Industry Projects on LLM Models with Deployment_Awesome LLM Projects

chainlitgeminigenerative-aigradio-python-llmhuggingfacelangchainlarge-language-modelsllamallama-index大语言模型llmopsloramistralopenai-apiqlorallama3gpt4o
297
5 个月前
https://static.github-zh.com/github_avatars/WangRongsheng?size=40
WangRongsheng / Aurora

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

mixtral-8x7b-instructmixtralmixtral-8x7binstruction-tuningloraqlorafine-tuninglarge-language-models大语言模型gptlanguage-model中文
Python 263
1 年前
https://static.github-zh.com/github_avatars/iamarunbrahma?size=40
iamarunbrahma / finetuned-qlora-falcon7b-medical

#大语言模型#Finetuning of Falcon-7B LLM using QLoRA on Mental Health Conversational Dataset

聊天机器人qlorafine-tuning大语言模型lorapeftfalconmental-healthconversational-aichatbotshealthcare
Jupyter Notebook 257
1 年前
https://static.github-zh.com/github_avatars/taishan1994?size=40
taishan1994 / Llama3.1-Finetuning

对llama3进行全参微调、lora微调以及qlora微调。

llama3loraqloraqwen
Python 197
8 个月前
https://static.github-zh.com/github_avatars/yangjianxin1?size=40
yangjianxin1 / LongQLoRA

#大语言模型#LongQLoRA: Extent Context Length of LLMs Efficiently

大语言模型long-contextloraqlora
Python 166
2 年前
https://static.github-zh.com/github_avatars/ssbuild?size=40
ssbuild / chatglm2_finetuning

chatglm2 6b finetuning and alpaca finetuning

finetuningloraqlorachatglmchatglm2chatglm2-6b
Python 145
1 年前
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