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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

14771

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

11383

882

1 个月前

mlfoundations / open_flamingo

An open-source framework for training large multimodal models.

机器视觉深度学习 in-context-learning language-model multimodal-learning PyTorch flamingo

Python

3893

301

8 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

3003

295

13 天前

atfortes / Awesome-LLM-Reasoning

Reasoning in LLMs: Papers and Resources, including Chain-of-Thought, OpenAI o1, and DeepSeek-R1 🍓

language-models reasoning prompt in-context-learning ChatGPT chain-of-thought prompt-engineering cot Awesome Lists gpt mllm multimodal papers gpt-4o openai-o1 strawberry deepseek deepseek-r1

2986

169

1 个月前

baaivision / Painter

Painter & SegGPT Series: Vision Foundation Models from BAAI

cvpr2023 in-context-learning generalist-model generalist-painter in-context-visual-learning seggpt segmentation-foundation-model

Python

2564

179

4 个月前

zjunlp / LLMAgentPapers

Must-read Papers on LLM Agents.

agents environment interactive large-language-models 大语言模型 multiagent-systems 自然语言处理 paper-list prompt agent 代码审查 survey in-context-learning instruction-following surveys

2308

134

2 个月前

lifeiteng / vall-e

PyTorch implementation of VALL-E(Zero-Shot Text-To-Speech), Reproduced Demo https://lifeiteng.github.io/valle/index.html

in-context-learning large-language-models text-to-speech tts ChatGPT vall-e valle

Python

2117

324

1 年前

Timothyxxx / Chain-of-ThoughtsPapers

A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".

chain-of-thought large-language-models prompt-learning palm codex gpt-3 in-context-learning

2032

136

2 年前

baaivision / Emu

Emu Series: Generative Multimodal Models from BAAI

foundation-models in-context-learning instruct-tuning multimodal-pretraining generative-pretraining-in-multimodality multimodal-generalist

Python

1711

7 个月前

EgoAlpha / prompt-in-context-learning

Awesome resources for in-context learning and prompt engineering: Mastery of the LLMs such as ChatGPT, GPT-3, and FlanT5, with up-to-date and cutting-edge updates.

chain-of-thought 聊天机器人 ChatGPT ChatGPT API cot in-context-learning language-modeling language-understanding large-language-model 大语言模型 pre-training prompt prompt-engineering prompt-learning prompt-toolkit prompt-tuning

Jupyter Notebook

1579

4 个月前

quqxui / Awesome-LLM4IE-Papers

Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)

data-augmentation few-shot-learning in-context-learning information-extraction large-language-models named-entity-recognition relation-extraction zero-shot-learning

930

5 个月前

bytedance / UNO

🔥🔥 UNO: A Universal Customization Method for Both Single and Multi-Subject Conditioning

diffusion diffusion-transformer flux image-generation in-context-learning text-to-image

Python

775

2 天前

jxzhangjhu / Awesome-LLM-Uncertainty-Reliability-Robustness

Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models

Awesome Lists calibration gpt-3 gpt-4 llms reliability robustness safety uncertainty-estimation uncertainty-quantification ChatGPT prompt-engineering prompting chain-of-thought in-context-learning large-language-models hallucination

741

2 个月前

jeffhj / LM-reasoning

This repository contains a collection of papers and resources on Reasoning in Large Language Models.

large-language-models reasoning 自然语言处理人工智能 language-modeling language-models Awesome Lists chain-of-thought paper-list in-context-learning prompt-learning ChatGPT gpt-3 大语言模型 prompt-engineering

561

1 年前

Shark-NLP / OpenICL

OpenICL is an open-source framework to facilitate research, development, and prototyping of in-context learning.

in-context-learning 自然语言处理 language-model

Python

555

2 年前

RenzeLou / awesome-instruction-learning

Papers and Datasets on Instruction Tuning and Following. ✨✨✨

pretrained-language-model paper-list Awesome Lists datasets in-context-learning large-language-models prompt survey instruction instruction-tuning

Python

489

1 年前

zjunlp / EasyInstruct

[ACL 2024] An Easy-to-use Instruction Processing Framework for LLMs.

gpt-3 instructions prompt API chain-of-thought gpt large-language-models multimodal reasoning in-context-learning ChatGPT Python prompting 工具 llama

Python

400

4 个月前

HenryHZY / Awesome-Multimodal-LLM

Research Trends in LLM-guided Multimodal Learning.

大语言模型 multimodal large-language-models multimodal-learning in-context-learning instruction-tuning multimodal-large-language-models parameter-efficient-learning parameter-efficient-tuning

357

2 年前

freshllms / freshqa

Data and code for FreshLLMs (https://arxiv.org/abs/2310.03214)

in-context-learning large-language-models retrieval-augmented-generation

Jupyter Notebook

354

5 天前