few-shot-learning · GitHub Topics

#大语言模型# This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGPT, PaLM etc

chatgpt chatgpt-api few-shot-learning gpt gpt-3 openai prompt promptengineering text-to-image text-to-speech

Python3.91 k

5 个月前

DecryptPrompt

@DSXiangLi

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

HTML2.68 k

8 天前

setfit

Hugging Face@huggingface

#自然语言处理# Efficient few-shot learning with Sentence Transformers

few-shot-learning nlp sentence-transformers

Jupyter Notebook2.24 k

2 个月前

finetuner

@jina-ai

🎯 Task-oriented embedding tuning for BERT, CLIP, etc.

翻译 - 微调任何 DNN 以更好地嵌入神经搜索任务

fine-tuning pretrained-models few-shot-learning negative-sampling metric-learning siamese-network triplet-loss tensorflow paddlepaddle pytorch

Python1.47 k

8 个月前

LibFewShot

@RL-VIG

LibFewShot: A Comprehensive Library for Few-shot Learning. TPAMI 2023.

翻译 - LibFewShot：用于少量学习的综合库。

few-shot-learning nanjing-university

Python923

2 个月前

PromptCLUE

@clue-ai

PromptCLUE, 全中文任务支持零样本学习模型

chinese gpt-3 multitask-learning pretrained-models t5-model zero-shot-learning few-shot-learning transfer-learning bert prompt-tuning

Jupyter Notebook650

1 年前🇨🇳

mmfewshot

OpenMMLab@open-mmlab

OpenMMLab FewShot Learning Toolbox and Benchmark

翻译 - OpenMMLab FeesShot 学习工具箱和基准测试

pytorch openmmlab few-shot-learning

Python581

2 年前