#Zero-shot-learning

Showing 20 of 20 repositories tagged #zero-shot-learning, ranked by stars

DSXiangLi
DSXiangLi
DecryptPrompt

总结Prompt&LLM论文,开源数据&模型,AIGC应用

Score
100
★ 3.4k ⑂ 322
CVI-SZU
CVI-SZU
Linly

Chinese-LLaMA 1&2、Chinese-Falcon 基础模型;ChatFlow中文对话模型;中文OpenLLaMA模型;NLP预训练/指令微调数据集

Score
88
★ 3.0k ⑂ 225
Python
NVlabs
NVlabs
ODISE

Official PyTorch implementation of ODISE: Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models [CVPR 2023 Highlight]

Score
0
★ 946 ⑂ 58
Python
sbharadwajj
sbharadwajj
awesome-zero-shot-learning

A curated list of papers, code and resources pertaining to zero shot learning

Score
100
★ 933 ⑂ 166
BatsResearch
BatsResearch
bonito

A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.

Score
62
★ 830 ⑂ 56 +1/day
Python
lucidrains
lucidrains
x-clip

A concise but complete implementation of CLIP with various experimental improvements from recent papers

Score
86
★ 724 ⑂ 49
Python
kylinyang0
kylinyang0
You-are-Pythonista

汇聚【Python应用】【Python实训】【Python技术分享】等等

Score
100
★ 710 ⑂ 711
Python
diffusion-classifier
diffusion-classifier
diffusion-classifier

Diffusion Classifier leverages pretrained diffusion models to perform zero-shot classification without additional training

Score
71
★ 491 ⑂ 44
Python
RUCAIBox
RUCAIBox
LLMRank

[ECIR'24] Implementation of "Large Language Models are Zero-Shot Rankers for Recommender Systems"

Score
50
★ 323 ⑂ 30
Python
MantisAI
MantisAI
sieves

Plug-and-play document AI with zero-shot models.

Score
75
★ 126 ⑂ 8
Python
BatsResearch
BatsResearch
csp

Learning to compose soft prompts for compositional zero-shot learning.

Score
57
★ 96 ⑂ 6
Python
li-xirong
li-xirong
hierse

Zero-shot image tagging by hierarchical semantic embedding

Score
43
★ 76 ⑂ 21
Jupyter Notebook
dbmdz
dbmdz
deep-eos

General-Purpose Neural Networks for Sentence Boundary Detection

Score
14
★ 73 ⑂ 7
Python
mvp18
mvp18
Popular-ZSL-Algorithms

Python Implementation of Zero Shot Learning Algorithms (ALE, DeViSE, ESZSL, SAE, SJE) under ZSLGBU protocol

Score
29
★ 64 ⑂ 15
Python
RobertBiehl
RobertBiehl
CLIP-tf2

OpenAI CLIP converted to Tensorflow 2/Keras

Score
0
★ 56 ⑂ 5
Python
safreita1
safreita1
malnet-image

A large-scale database of malicious software images

Score
0
★ 51 ⑂ 14
Python
rafaelvp-db
rafaelvp-db
databricks-llm-prompt-engineering

Examples of Prompt Engineering, Zero Shot Learning, Few Shot Learning and Retrieval Augmented Generation (RAG) using Hugging Face, Databricks and MLflow

Score
25
★ 16 ⑂ 1
Python
schrodingho
schrodingho
FM_ZSL_IoT

Source Code for ECAI 2024 Paper "Leveraging Foundation Models for Zero-Shot IoT Sensing"

Score
38
★ 14 ⑂ 0
Python
cambridgeltl
cambridgeltl
prompt4bli

On Bilingual Lexicon Induction with Large Language Models (EMNLP 2023). Keywords: Bilingual Lexicon Induction, Word Translation, Large Language Models, LLMs.

Score
12
★ 12 ⑂ 2
Python
constantjxyz
constantjxyz
PromptLink

PromptLink: Leveraging Large Language Models for Cross-Source Biomedical Concept Linking

Score
0
★ 10 ⑂ 0
Python
Related Topics
#deep-learning#prompt-engineering#few-shot-learning#llm#computer-vision#chatgpt#pytorch#machine-learning#large-language-models#in-context-learning#papers#prompt

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