in-context-learning · GitHub Topics

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

14.22 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

2 天前

mlfoundations / open_flamingo

#计算机科学#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 3.83 k

6 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

atfortes / Awesome-LLM-Reasoning

#大语言模型#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

2.76 k

20 天前

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 2.56 k

3 个月前

zjunlp / LLMAgentPapers

#自然语言处理#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

2.19 k

22 天前

lifeiteng / vall-e

#大语言模型#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 2.1 k

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

2.02 k

1 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 1.69 k

5 个月前

EgoAlpha / prompt-in-context-learning

#大语言模型#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 1.56 k

3 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

904

4 个月前

jxzhangjhu / Awesome-LLM-Uncertainty-Reliability-Robustness

#Awesome#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

723

13 天前

jeffhj / LM-reasoning

#自然语言处理#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

554

1 年前

Shark-NLP / OpenICL

#自然语言处理#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 546

1 年前

RenzeLou / awesome-instruction-learning

#数据仓库#Papers and Datasets on Instruction Tuning and Following. ✨✨✨

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

Python 485

1 年前

zjunlp / EasyInstruct

#大语言模型#[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 395

3 个月前

HenryHZY / Awesome-Multimodal-LLM

#大语言模型#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

1 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 342

23 天前

zhilizju / Awesome-instruction-tuning

#Awesome#A curated list of awesome instruction tuning datasets, models, papers and repositories.

alpaca Awesome Lists ChatGPT gpt in-context-learning instruct-gpt instruction-tuning 大语言模型 llms zero-shot

Python 330

2 年前