instruction-tuning · GitHub Topics

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

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

Python 43.87 k

20 小时前

haotian-liu / LLaVA

#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 聊天机器人 ChatGPT llama multimodal llava foundation-models instruction-tuning multi-modality visual-language-learning llama-2 llama2 vision-language-model

Python 21.77 k

7 个月前

BradyFU / Awesome-Multimodal-Large-Language-Models

✨✨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 multimodal-large-language-models chain-of-thought

14.21 k

7 天前

RUCAIBox / LLMSurvey

#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 大语言模型 llms 自然语言处理 pre-trained-language-models pre-training rlhf

Python 11.16 k

1 天前

yizhongw / self-instruct

Aligning pretrained language models with instruction data generated by themselves.

general-purpose-model language-model instruction-tuning

Python 4.31 k

2 年前

Instruction-Tuning-with-GPT-4 / GPT-4-LLM

#大语言模型#Instruction Tuning with GPT-4

alpaca ChatGPT gpt-4 instruction-tuning llama

HTML 4.28 k

2 年前

modelscope / data-juicer

#自然语言处理#Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷

Python 3.89 k

1 天前

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 大语言模型 multi-modal-chatgpt multimodal visual-language-learning

Python 3.44 k

4 个月前

EvolvingLMMs-Lab / Otter

#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 embodied-ai

Python 3.24 k

1 年前

PKU-YuanGroup / Video-LLaVA

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

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

Python 3.19 k

3 个月前

DSXiangLi / DecryptPrompt

#大语言模型#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 ChatGPT 大语言模型 llm-agent prompt-engineering

HTML 2.92 k

2 天前

InternLM / InternLM-XComposer

#大语言模型#InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions

ChatGPT visual-language-learning multi-modality foundation gpt-4 instruction-tuning mllm multimodal vision-language-model language-model large-language-model large-vision-language-model 大语言模型 vision-transformer gpt

Python 2.78 k

2 个月前

PhoebusSi / Alpaca-CoT

#大语言模型#We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tuning) together for easy use. We welcome open-source enthusiasts to...

chatglm llama 大语言模型 lora ChatGPT cot instruction-tuning alpaca moss p-tuning PyTorch tabular-data

Jupyter Notebook 2.7 k

1 年前