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instruction-tuning

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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

47163

5757

3 天前

haotian-liu / LLaVA

[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.

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

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2445

8 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

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943

4 天前

RUCAIBox / LLMSurvey

The official GitHub page for the survey paper "A Survey of Large Language Models".

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

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1 个月前

yizhongw / self-instruct

Aligning pretrained language models with instruction data generated by themselves.

general-purpose-model language-model instruction-tuning

Python

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504

2 年前

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

Instruction Tuning with GPT-4

alpaca ChatGPT gpt-4 instruction-tuning llama

HTML

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306

2 年前

modelscope / data-juicer

Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷

Python

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227

1 天前

NExT-GPT / NExT-GPT

Code and models for ICML 2024 paper, 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 mllm

Python

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6 个月前

EvolvingLMMs-Lab / Otter

🦦 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

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213

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

3229

233

5 个月前

DSXiangLi / DecryptPrompt

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

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12 天前

InternLM / InternLM-XComposer

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

2813

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3 个月前

PhoebusSi / Alpaca-CoT

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 initiate any meaningful PR on this repo and integrate as many LLM related technologies as possible. 我们打造了方便研究人员上手和使用大模型等微调平台，我们欢迎开源爱好者发起任何有意义的pr！

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

Jupyter Notebook

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253

1 年前