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promptslab/Awesome-Prompt-Engineering

This repository provides a curated collection of resources for Prompt Engineering with a focus on large language models like ChatGPT and GPT-3.

5.5K
Stable
Python
LLM Frameworks
Prompt Engineering
Python
#chatgpt#gpt-3#prompt-engineering

tensorspace-team/tensorspace

Interactive 3D visualization framework for pre-trained deep learning models, supporting TensorFlow, Keras and TensorFlow.js.

5.2K
Archived
JavaScript
Visualization
Charts & Visualization
React
#3d-visualization#deep-learning#tensorflow

qubvel/segmentation_models

Segmentation models with pretrained backbones for image processing and computer vision tasks.

4.9K
Archived
Python
Computer Vision
Machine Learning Ops
Keras
#image-segmentation#pre-trained#tensorflow

openvinotoolkit/open_model_zoo

A collection of pre-trained deep learning models and demos optimized for high performance using the OpenVINO toolkit.

4.4K
Active
Python
Inference
ML Ops
PyTorch
#deep-learning#model-zoo#openvino

thunlp/PromptPapers

Must-read papers on prompt-based tuning for pre-trained language models.

4.3K
Archived
React
#prompt-based#pre-trained-language-models#language-models

CLUEbenchmark/CLUE

CLUE is a comprehensive Chinese language understanding evaluation benchmark with datasets, baselines, pre-trained models, and a leaderboard.

4.2K
Stable
Python
LLM Frameworks
Datasets
PyTorch
#chinese#nlp#bert

brightmart/albert_zh

A pre-trained ALBERT model for self-supervised learning of Chinese language representations.

4.0K
Archived
Python
LLM Frameworks
API Frameworks
PyTorch
#albert#bert#chinese-nlp

torchgeo/torchgeo

TorchGeo is a Python library for working with geospatial data using PyTorch, providing datasets, samplers, transforms, and pre-trained models.

3.9K
Active
Python
Computer Vision
Databases
PyTorch
#geospatial#computer-vision#deep-learning

open-mmlab/mmpretrain

A pre-training toolbox and benchmark for vision AI models, including self-supervised learning and state-of-the-art architectures.

3.8K
Archived
Python
Computer Vision
ML Ops
PyTorch
#computer-vision#self-supervised-learning#pre-training

Nixtla/nixtla

TimeGPT-1 is a production-ready pre-trained time series foundation model for forecasting and anomaly detection.

3.8K
Active
Jupyter Notebook
LLM Frameworks
API Frameworks
Jupyter Notebook
#anomaly-detection#forecasting#time-series

thunlp/PLMpapers

A curated collection of must-read papers on pre-trained language models for developers and researchers.

3.4K
Archived
LLM Frameworks
Tutorials & Courses
#natural-language-processing#pre-trained-models#language-models

dbiir/UER-py

Open-source pre-training model framework in PyTorch with a pre-trained model zoo for natural language processing tasks.

3.1K
Archived
Python
LLM Frameworks
Fine-tuning
PyTorch
#natural-language-processing#bert#roberta

keithito/tacotron

A TensorFlow implementation of Google's Tacotron speech synthesis with pre-trained model

3.0K
Archived
Python
Speech Synthesis
API Frameworks
TensorFlow
#speech-synthesis#tacotron#machine-learning

brightmart/roberta_zh

A pre-trained RoBERTa language model for Chinese NLP tasks.

2.8K
Archived
Python
LLM Frameworks
Python
#bert#chinese#pre-trained

microsoft/CodeBERT

CodeBERT is a pre-trained model for programming language understanding and generation, useful for various AI coding tools.

2.7K
Archived
Python
LLM Frameworks
AI Code Generation
Python
#language-model#code-generation#programming-understanding

DLR-RM/rl-baselines3-zoo

A framework for training Stable Baselines3 reinforcement learning agents with hyperparameter optimization.

2.7K
Stable
Python
Reinforcement Learning
CLI Tools
PyTorch
#reinforcement-learning#hyperparameter-optimization#robotics

aaron-xichen/pytorch-playground

A PyTorch repository providing pre-trained models and datasets for common computer vision tasks.

2.7K
Archived
Python
ML Ops
Databases
PyTorch
#pytorch#computer-vision#datasets

microsoft/GLIP

GLIP is a pre-training approach for learning grounded language-image representations.

2.6K
Archived
Python
LLM Frameworks
Computer Vision
Python
#machine-learning#computer-vision#language-model

s3prl/s3prl

A toolkit for self-supervised speech pre-training and representation learning.

2.5K
Experimental
Python
Speech Recognition
API Frameworks
Python
#speech-recognition#self-supervised-learning#representation-learning

young-geng/EasyLM

EasyLM is a one-stop solution for pre-training, fine-tuning, evaluating, and serving large language models (LLMs) in JAX/Flax.

2.5K
Archived
Python
LLM Frameworks
LLM Wrappers & SDKs
JAX
#large-language-models#natural-language-processing#chatbot
13456

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