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GitHub topics: in-context-learning

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"

Language: Python - Size: 76.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 69 - Forks: 12

YiSyuanChen/SINC

Original PyTorch implementation for ICCV 2023 Paper "SINC: Self-Supervised In-Context Learning for Vision-Language Tasks."

Language: Python - Size: 1.05 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

Lori10/Master-Thesis-Few-Shot-CoT-Prompting-LLM

Language: Python - Size: 163 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

itayle/diverse-demonstrations

Diverse Demonstrations Improve In-context Compositional Generalization

Language: Python - Size: 22.4 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0

rovle/gpt3-in-context-fitting

Experiments on GPT-3's ability to fit numerical models in-context.

Language: Jupyter Notebook - Size: 2.04 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 14 - Forks: 0

Fisseha-Estifanos/LLM-API

A repository to demonstrate some of the concepts behind large language models, transformer (foundation) models, in-context learning, and prompt engineering using open source large language models like Bloom and co:here.

Language: Jupyter Notebook - Size: 327 KB - Last synced at: 3 months ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 1

l294265421/ChatGPT-Techniques-Introduction-for-Everyone

ChatGPT技术介绍

Size: 33.1 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 15 - Forks: 0

HKUNLP/icl-ceil

Code for our paper “Compositional Exemplars for In-context Learning”.

Language: Python - Size: 291 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 30 - Forks: 2

HKUNLP/ProGen

[EMNLP-2022 Findings] Code for paper “ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback”.

Language: Python - Size: 970 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 11 - Forks: 0

zrustc/KNN-C

Official implementation of paper "Improving Few-Shot Performance of Language Models via Nearest Neighbor Calibration"

Language: Python - Size: 15.6 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

YohansSamuel/prompt_engineering

Week 4 - Prompt Engineering: In-context learning with GPT-3 and other Large Language Models

Language: Jupyter Notebook - Size: 108 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 0

purang2/MS-thesis-defense

Size: 16.9 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

Related Keywords
in-context-learning 112 large-language-models 40 llm 19 language-model 16 prompt-engineering 15 prompt 14 chatgpt 14 few-shot-learning 14 llms 13 chain-of-thought 13 nlp 12 natural-language-processing 10 instruction-tuning 9 prompt-learning 7 zero-shot-learning 7 gpt-3 7 in-context-reinforcement-learning 6 awesome-list 6 reinforcement-learning 6 prompting 6 pytorch 6 retrieval-augmented-generation 5 transformers 5 python 4 multimodal 4 gpt 4 reasoning 4 transformer 4 datasets 4 gpt-4 4 multimodal-large-language-models 4 instruction-following 4 codex 4 llama 4 papers 4 large-language-model 4 sentiment-analysis 4 ai 4 deep-learning 4 pre-training 3 awesome 3 machine-learning 3 artificial-intelligence 3 generative-ai 3 icl 3 vision-language-model 3 large-vision-language-models 3 openai 3 chatbot 3 meta-reinforcement-learning 3 meta-learning 3 bert 3 embodied-ai 3 question-answering 3 huggingface-transformers 3 foundation-models 3 benchmark 3 transfer-learning 3 language-modeling 3 paper-list 3 pretraining 2 meta-rl 2 dermoscopic-image 2 multimodal-learning 2 instruct-gpt 2 zero-shot 2 interpretability 2 ensemble 2 iclr2025 2 rag 2 bilingual-dictionary-induction 2 llm-evaluation 2 bilingual-lexicon-extraction 2 bilingual-lexicon-induction 2 robustness 2 llama2 2 hallucination 2 low-resource-machine-translation 2 machine-translation 2 multilingual-models 2 mllm 2 language-models 2 multilingual-nlp 2 word-translation 2 explainable-machine-learning 2 gpt4 2 data-augmentation 2 parameter-efficient-tuning 2 fine-tuning 2 retrieval 2 prompt-tuning 2 survey 2 gradio 2 self-supervised-learning 2 explainability 2 fact-verification 2 valle 2 vall-e 2 tts 2 product-reviews 2