in-context-learning

There are 14 repositories under in-context-learning topic.

BradyFU / Awesome-Multimodal-Large-Language-Models
:sparkles::sparkles:Latest Advances on Multimodal Large Language Models
chain-of-thought in-context-learning instruction-following instruction-tuning large-language-models large-vision-language-model large-vision-language-models multi-modality multimodal-chain-of-thought multimodal-in-context-learning multimodal-instruction-tuning multimodal-large-language-models visual-instruction-tuning
16641
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 llm llms natural-language-processing pre-trained-language-models pre-training rlhf
Language:Python 11947
mlfoundations / open_flamingo
An open-source framework for training large multimodal models.
computer-vision deep-learning in-context-learning language-model multimodal-learning pytorch flamingo
Language:Python 4039
atfortes / Awesome-LLM-Reasoning
From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 🍓
language-models reasoning prompt in-context-learning chatgpt chain-of-thought prompt-engineering cot awesome gpt mllm multimodal papers gpt-4o openai-o1 strawberry deepseek deepseek-r1
3408
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 llm llm-agent prompt-engineering
3274
zjunlp / LLMAgentPapers
Must-read Papers on LLM Agents.
agents awsome-list environment interactive large-language-models llm multiagent-systems natural-language-processing nlp paper-list prompt agent review survey in-context-learning instruction-following surveys
2759
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
Language:Python 2582
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
Language:Python 2182
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
2084
baaivision / Emu
Emu Series: Generative Multimodal Models from BAAI
foundation-models in-context-learning instruct-tuning multimodal-pretraining generative-pretraining-in-multimodality multimodal-generalist
Language:Python 1754
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. - Professor Yu Liu
chain-of-thought chatbot chatgpt chatgpt-api cot in-context-learning language-modeling large-language-model llm pre-training prompt prompt-based-learning prompt-engineering prompt-learning ai-agent
Language:Jupyter Notebook 1651
bytedance / UNO
[ICCV 2025] 🔥🔥 UNO: A Universal Customization Method for Both Single and Multi-Subject Conditioning
diffusion diffusion-transformer flux image-generation in-context-learning subject-driven-generation text-to-image universal-image-generation
Language:Python 1324
quqxui / Awesome-LLM4IE-Papers
Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)
cross-domain-learning data-augmentation event-arguments event-detection event-extraction few-shot-learning in-context-learning information-extraction knowledge-graph-construction large-language-models named-entity-recognition relation-extraction zero-shot-learning
1022
jxzhangjhu / Awesome-LLM-Uncertainty-Reliability-Robustness
Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models
awesome-list 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
789
Shark-NLP / OpenICL
OpenICL is an open-source framework to facilitate research, development, and prototyping of in-context learning.
in-context-learning nlp language-model
Language:Python 577
jeffhj / LM-reasoning
This repository contains a collection of papers and resources on Reasoning in Large Language Models.
large-language-models reasoning deductive-reasoning natural-language-processing artificial-intelligence human-intelligence language-modeling language-models awesome-list chain-of-thought paper-list in-context-learning prompt-learning chatgpt gpt-3 llm prompt-engineering
564
RenzeLou / awesome-instruction-learning
Papers and Datasets on Instruction Tuning and Following. ✨✨✨
pretrained-language-model instruction-learning paper-list awesome-list datasets in-context-learning large-language-models prompt survey instruction instruction-tuning
Language:Python 503
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 easyinstruct chatgpt pypy-library python prompting tool llama knowlm
Language:Python 407
freshllms / freshqa
Data and code for FreshLLMs (https://arxiv.org/abs/2310.03214)
few-shot-prompting in-context-learning large-language-models retrieval-augmented-generation
Language:Jupyter Notebook 377
HenryHZY / Awesome-Multimodal-LLM
Research Trends in LLM-guided Multimodal Learning.
llm multimodal large-language-models multimodal-learning in-context-learning instruction-tuning multimodal-large-language-models parameter-efficient-learning parameter-efficient-tuning
355
SynaLinks / synalinks
🧠🔗 From idea to production in just few lines: Graph-Based Programmable Neuro-Symbolic LM Framework - a production-first LM framework built with decade old Deep Learning best practices
in-context-learning in-context-reinforcement-learning language-model llmops llms neuro-symbolic neuro-symbolic-ai reinforcement-learning reinforcement-learning-agent context-engineering test-time-adaptation test-time-training
Language:Python 353
archersama / awesome-recommend-system-pretraining-papers
Paper List for Recommend-system PreTrained Models
papers pretraining pretraining-for-ir recommender-system pretraining-paper ctr-prediction recommendation llm paper large-language-model in-context-learning recommendation-system awesome awesome-list paperlist
344
zhilizju / Awesome-instruction-tuning
A curated list of awesome instruction tuning datasets, models, papers and repositories.
alpaca awesome awesome-list chatgpt cross-task-generalization gpt in-context-learning instruct-gpt instruction-tuning llm llms zero-shot
Language:Python 341
xlang-ai / Binder
[ICLR 2023] Code for the paper "Binding Language Models in Symbolic Languages"
in-context-learning language-binding language-model large-language-models natural-language-processing openai prompt-learning structured-knowledge-grounding symbolic-language fact-verification question-answering
Language:Python 324
huangwl18 / language-planner
Official Code for "Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents"
language-model gpt-3 codex transformers artificial-intelligence planning knowledge-extraction in-context-learning foundation-models deep-learning embodied-ai
Language:Jupyter Notebook 276
lzyhha / VisualCloze
[ICCV 2025] VisualCloze: A universal image generation framework that can support a wide range of in-domain tasks and generalize to unseen ones. (🔥 🔥 🔥 Merged into offical pipelines of diffusers.)
image-generation in-context-learning text-to-image multi-task-image-generation universal-image-generation
Language:Python 262
dunnolab / awesome-in-context-rl
Awesome In-Context RL: A curated list of In-Context Reinforcement Learning - - —
in-context-learning in-context-reinforcement-learning in-context-rl
249
WHU-ZQH / ChatGPT-vs.-BERT
🎁[ChatGPT4NLU] A Comparative Study on ChatGPT and Fine-tuned BERT
bert chain-of-thought chatgpt in-context-learning natural-language-understanding
Language:Python 193
MiZhenxing / ThinkDiff
ICML2025, I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models
diffusion-models in-context-learning reasoning vision-language-model
Language:Python 183
ZhangYuanhan-AI / visual_prompt_retrieval
[NeurIPS2023] Official implementation and model release of the paper "What Makes Good Examples for Visual In-Context Learning?"
in-context-learning prompt visual-prompting
Language:Python 178
corl-team / rebased
Official implementation of the paper "Linear Transformers with Learnable Kernel Functions are Better In-Context Models"
acl2024 nlp pytorch transformer in-context-learning
Language:Python 165
luban-agi / Awesome-Tool-Learning
A curated list of papers and applications on tool learning.
llm papers tool-learning awesome-list in-context-learning
123
IAAR-Shanghai / Grimoire
Grimoire is All You Need for Enhancing Large Language Models
baichuan chatgpt gpt-4 grimoire icl llama llm phi2 in-context-learning datasets
Language:Python 117
xlang-ai / icl-selective-annotation
[ICLR 2023] Code for our paper "Selective Annotation Makes Language Models Better Few-Shot Learners"
active-learning language-model nlp sample-selection in-context-learning natural-language-processing
Language:Python 111
p-lambda / incontext-learning
Experiments and code to generate the GINC small-scale in-context learning dataset from "An Explanation for In-context Learning as Implicit Bayesian Inference"
gpt-3 language-modeling few-shot-learning in-context-learning dataset
Language:Python 106
HKUNLP / icl-ceil
[ICML 2023] Code for our paper “Compositional Exemplars for In-context Learning”.
compositionality determinantal-point-processes in-context-learning large-language-models metric-learning retrieval
Language:Python 103

in-context-learning

BradyFU / Awesome-Multimodal-Large-Language-Models

RUCAIBox / LLMSurvey

mlfoundations / open_flamingo

atfortes / Awesome-LLM-Reasoning

DSXiangLi / DecryptPrompt

zjunlp / LLMAgentPapers

baaivision / Painter

lifeiteng / vall-e

Timothyxxx / Chain-of-ThoughtsPapers

baaivision / Emu

EgoAlpha / prompt-in-context-learning

bytedance / UNO

quqxui / Awesome-LLM4IE-Papers

jxzhangjhu / Awesome-LLM-Uncertainty-Reliability-Robustness

Shark-NLP / OpenICL

jeffhj / LM-reasoning

RenzeLou / awesome-instruction-learning

zjunlp / EasyInstruct

freshllms / freshqa

HenryHZY / Awesome-Multimodal-LLM

SynaLinks / synalinks

archersama / awesome-recommend-system-pretraining-papers

zhilizju / Awesome-instruction-tuning

xlang-ai / Binder

huangwl18 / language-planner

lzyhha / VisualCloze

dunnolab / awesome-in-context-rl

WHU-ZQH / ChatGPT-vs.-BERT

MiZhenxing / ThinkDiff

ZhangYuanhan-AI / visual_prompt_retrieval

corl-team / rebased

luban-agi / Awesome-Tool-Learning

IAAR-Shanghai / Grimoire

xlang-ai / icl-selective-annotation

p-lambda / incontext-learning

HKUNLP / icl-ceil