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RVC-Boss/GPT-SoVITS

Few-shot voice cloning and TTS with 1 min training data

55.5K
Active
Python
AI Voice & Speech
#tts#voice-clone#few-shot

openai/gpt-3

GPT-3 is a large language model developed by OpenAI, showcasing few-shot learning capabilities.

15.8K
Archived
LLM Frameworks
#language-model#few-shot-learning#openai

jindongwang/transferlearning

A comprehensive repository covering papers, codes, datasets, tutorials, and applications for transfer learning, domain adaptation, and more.

14.3K
Experimental
Python
Machine Learning
Python
#transfer-learning#domain-adaptation#domain-generalization

EleutherAI/lm-evaluation-harness

A framework for few-shot evaluation of language models, useful for vibe coders working with AI tools.

11.6K
Active
Python
LLM Frameworks
Python
#language-model#evaluation-framework#transformer

zjunlp/DeepKE

An open toolkit for knowledge graph extraction and construction in Python.

4.3K
Experimental
Python
LLM Frameworks
Knowledge Graphs
PyTorch
#knowledge-graph#information-extraction#natural-language-processing

learnables/learn2learn

A PyTorch library for meta-learning research, enabling few-shot, fine-tuning, and other advanced ML techniques.

2.9K
Stable
Python
LLM Frameworks
CLI Tools
PyTorch
#meta-learning#few-shot#fine-tuning

adobe-research/custom-diffusion

Custom Diffusion: A Python implementation of text-to-image diffusion models for computer vision applications.

2.0K
Stable
Python
LLM Frameworks
PyTorch
#diffusion-models#text-to-image-generation#few-shot

NVlabs/few-shot-vid2vid

PyTorch implementation for few-shot photorealistic video-to-video translation.

1.8K
Archived
Python
Computer Vision
ML Ops
PyTorch
#computer-vision#video-translation#few-shot-learning

tata1661/FSL-Mate

A collection of resources for few-shot learning (FSL) in Python, useful for vibe coders building AI-powered applications.

1.8K
Stable
Python
Few-shot Learning
Tutorials & Courses
PaddlePaddle
#few-shot-learning#meta-learning#one-shot-learning

timoschick/pet

Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference

1.6K
Archived
Python
NLP
React
#natural-language-inference#few-shot-text-classification#cloze-questions

hendrycks/test

Measuring Massive Multitask Language Understanding with GPT-3 and few-shot learning techniques.

1.6K
Archived
Python
LLM Frameworks
Fine-tuning
Python
#few-shot-learning#gpt-3#muti-task

sicara/easy-few-shot-learning

Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.

1.3K
Archived
Python
Computer Vision
Tutorials & Courses
PyTorch
#deep-learning#few-shot-learning#few-shot-classification

oscarknagg/few-shot

A repository for few-shot learning machine learning projects, focused on meta-learning and PyTorch.

1.3K
Archived
Python
ML Ops
Fine-tuning
PyTorch
#few-shot-learning#meta-learning#computer-vision

jakesnell/prototypical-networks

A library for few-shot learning using prototypical networks, based on a NeurIPS 2017 paper.

1.2K
Archived
Python
Few-shot Learning
Metric Learning
PyTorch
#deep-learning#few-shot-learning#metric-learning

ucbdrive/few-shot-object-detection

A PyTorch implementation of few-shot object detection benchmarks for AI and computer vision researchers.

1.2K
Archived
Python
Computer Vision
Testing
PyTorch
#few-shot-learning#object-detection#computer-vision

wyharveychen/CloserLookFewShot

Open-source code for a few-shot classification paper, useful for AI/ML researchers and developers.

1.2K
Archived
Python
ML Ops
Tutorials & Courses
Python
#machine-learning#computer-vision#few-shot-learning

floodsung/LearningToCompare_FSL

PyTorch code for a CVPR 2018 paper on few-shot learning, a technique for training ML models with limited data.

1.1K
Archived
Python
Meta-Learning
PyTorch
#few-shot-learning#meta-learning#pytorch

orobix/Prototypical-Networks-for-Few-shot-Learning-PyTorch

A PyTorch implementation of Prototypical Networks for Few-Shot Learning, a powerful technique for training AI models on small datasets.

1.1K
Archived
Python
ML Ops
Inference
PyTorch
#prototypical-networks#few-shot-learning#computer-vision

RL-VIG/LibFewShot

A comprehensive library for few-shot learning in Python with PyTorch, featuring state-of-the-art algorithms.

1.1K
Stable
Python
Fine-tuning
Meta-learning
PyTorch
#few-shot-learning#image-classification#meta-learning

RuihengZhang/IFSOD-dataset

An infrared object detection dataset and benchmark for few-shot learning.

1.0K
Experimental
Computer Vision
Datasets
#computer-vision#object-detection#few-shot-learning

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