FedScale
Click to visit website
About
FedScale is a scalable and extensible open-source federated learning (FL) engine. It provides high-level APIs to implement FL algorithms, deploy and evaluate them at scale across diverse hardware and software backends. FedScale also includes a FL benchmark that contains FL tasks ranging from image classification and object detection to language modeling and speech recognition. It incorporates comprehensive FL datasets to evaluate real FL deployments, including realistic datasets across ML tasks, deployment scales, and client system traces. It enables FL benchmarking at scale across multiple backends and provides high-level APIs to implement new FL algorithms and systems techniques with ease.
Platform
Task
Features
• scalable platform
• extensible design
• comprehensive fl datasets
Job Opportunities
There are currently no job postings for this AI tool.
Ratings & Reviews
No ratings available yet. Be the first to rate this tool!
Alternatives
FELT Labs
Train machine learning models on sensitive, distributed datasets without compromising privacy using a decentralized no-code platform and secure SDK integrations.
View DetailsFeatured Tools
adly.news
Connect with engaged niche audiences or monetize your subscriber base through an automated marketplace featuring verified metrics and secure Stripe payments.
View Details
Image to Image AI
Transform photos and videos using advanced AI models for face swapping, restoration, and style transfer. Perfect for creators needing fast, professional visuals.
View Details
Nano Banana
Edit and enhance photos using natural language prompts while maintaining character consistency and scene structure for professional marketing and digital art.
View Details
Nana Banana Pro
Maintain perfect character consistency across diverse scenes and styles with advanced AI-powered image editing for creators, marketers, and storytellers.
View Details
Kling 4.0
Transform text and images into cinematic 1080p videos with multi-shot storytelling, character consistency, and native lip-synced audio for professional creators.
View Details
AI Seedance
Generate 15-second cinematic 2K videos with physics-based audio and multi-shot narratives from text or images. Ideal for creators and marketing teams.
View Details
Mistrezz.AI
Engage in immersive NSFW roleplay and ASMR voice sessions with adaptive AI companions designed for structured escalation, fantasy scenarios, and personal connection.
View Details
Seedance 3.0
Transform text prompts or static images into professional 1080p cinematic videos. Perfect for creators and marketers seeking high-quality, physics-aware AI motion.
View Details
Seedance 3.0
Transform text descriptions into cinematic 4K videos instantly with ByteDance's advanced AI, offering professional-grade visuals for creators and marketing teams.
View Details
Seedance 2.0
Generate broadcast-quality 4K videos from simple text prompts with precise text rendering, high-fidelity visuals, and batch processing for content creators.
View Details
BeatViz
Create professional, rhythm-synced music videos instantly with AI-powered visual generation, ideal for independent artists, social media creators, and marketers.
View Details
Seedance 2.0
Generate cinematic 1080p videos from text or images using advanced motion synthesis and multi-shot storytelling for marketing, social media, and creators.
View Details