instruction-tuning · GitHub Topics

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

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

Python36.6 k

7 小时前

LLaVA

@haotian-liu

#大语言模型#LLaVA是一个具有 GPT-4V 级别功能的大语言和视觉模型助手

gpt-4 Chat Bot ChatGPT llama multimodal llava foundation-models instruction-tuning multi-modality visual-language-learning

Python20.81 k

4 个月前

Awesome-Multimodal-Large-Language-Models

@BradyFU

✨✨Latest Advances on Multimodal Large Language Models

instruction-tuning instruction-following large-vision-language-model visual-instruction-tuning multi-modality in-context-learning large-language-models large-vision-language-models multimodal-chain-of-thought multimodal-in-context-learning

13.2 k

2 天前

LLMSurvey

@RUCAIBox

#自然语言处理#大语言模型综述

chain-of-thought ChatGPT in-context-learning instruction-tuning large-language-models llm llms 自然语言处理 pre-trained-language-models pre-training

Python10.64 k

4 个月前

GPT-4-LLM

@Instruction-Tuning-with-GPT-4

#大语言模型#Instruction Tuning with GPT-4

alpaca ChatGPT gpt-4 instruction-tuning llama

HTML4.25 k

2 年前

self-instruct

@yizhongw

Aligning pretrained language models with instruction data generated by themselves.

general-purpose-model language-model instruction-tuning

Python4.21 k

2 年前

Otter

@Luodian

#大语言模型#🦦 Otter, a multi-modal model based on OpenFlamingo (open-sourced version of DeepMind's Flamingo), trained on MIMIC-IT and showcasing improved instruction-following and in-context learning ability.

gpt-4 visual-language-learning artificial-inteligence 深度学习 foundation-models multi-modality 机器学习 ChatGPT instruction-tuning large-scale-models

Python3.57 k

10 个月前

NExT-GPT

@NExT-GPT

#大语言模型#Code and models for NExT-GPT: Any-to-Any Multimodal Large Language Model

ChatGPT foundation-models gpt-4 instruction-tuning large-language-models llm multi-modal-chatgpt multimodal visual-language-learning

Python3.36 k

2 个月前

Video-LLaVA

@PKU-YuanGroup

【EMNLP 2024🔥】Video-LLaVA: Learning United Visual Representation by Alignment Before Projection

instruction-tuning large-vision-language-model multi-modal

Python3.05 k

21 天前

DecryptPrompt

@DSXiangLi

总结Prompt&LLM论文，开源数据&模型，AIGC应用

demonstration in-context-learning prompt few-shot-learning zero-shot-learning aigc papers prompt-tuning instruction-tuning chain-of-thought

HTML2.75 k

4 天前

InternLM-XComposer

@InternLM

#大语言模型#InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output

ChatGPT visual-language-learning multi-modality foundation gpt-4 instruction-tuning mllm multimodal vision-language-model language-model

Python2.55 k

12 天前

mPLUG-Owl

@X-PLUG

#大语言模型#mPLUG-Owl: The Powerful Multi-modal Large Language Model Family

Chat Bot ChatGPT large-language-models llama multimodal damo mplug instruction-tuning pretraining mplug-owl

Python2.37 k

1 个月前

DoRA

NVIDIA Research Projects@NVlabs

#计算机科学#[ICML2024 (Oral)] Official PyTorch implementation of DoRA: Weight-Decomposed Low-Rank Adaptation

commonsense-reasoning 深度学习深度神经网络 instruction-tuning large-language-models large-vision-language-models lora parameter-efficient-fine-tuning parameter-efficient-tuning vision-and-language

Python654

3 个月前

Aurora

@WangRongsheng

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

Python259

7 个月前