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instruction-tuning

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Wikipedia

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

fine-tuning llama 大语言模型 peft transformers rlhf qlora quantization qwen instruction-tuning gpt lora large-language-models agent 人工智能 moe llama3 deepseek gemma 自然语言处理

Python

59687

7321

5 小时前

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

23657

2634

1 年前

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

16387

1063

11 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 大语言模型自然语言处理 pre-trained-language-models pre-training rlhf

Python

11853

923

7 个月前

modelscope / data-juicer

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

数据分析数据科学 large-language-models 大语言模型数据可视化 instruction-tuning pre-training multi-modal synthetic-data data data-pipeline data-processing foundation-models

Python

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276

2 天前

yizhongw / self-instruct

Aligning pretrained language models with instruction data generated by themselves.

general-purpose-model language-model instruction-tuning

Python

4488

520

3 年前

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

Instruction Tuning with GPT-4

alpaca ChatGPT gpt-4 instruction-tuning llama

HTML

4332

306

2 年前

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

3565

359

5 个月前

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

3367

240

10 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

3270

209

2 年前

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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317

5 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 大语言模型 large-vision-language-model vision-transformer gpt

Python

2895

177

4 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

2 年前