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Max Platform NEW MAX Platform Learn more Platform MAX Engine MAX Serving Mojo Docs Docs Learn more Docs Home MAX Engine Docs MAX Serving Docs Mojo Docs Company About Learn more Vision Keynote Culture Team Contact Careers Blog ModCon LoginSign Up Contact salesSign In Menu INTRODUCING MAX & ALL THE MODCON '23 ANNOUNCEMENTS INTRODUCING MAX & ALL THE MODCON '23 ANNOUNCEMENTS LEARN more Coming Q1 2024 Introducing Max Platform The world’s only extensible and unified AI inference platform The Modular Accelerated Xecution (MAX) Platform is an integrated suite of tools for AI deployment that power all your AI workloads of today, and tomorrow. Learn MoreSign Up JOIN INCREDIBLE COMPANIES GIVE YOUR AI DEVELOPERS SUPERPOWERS Enable your AI developers to achieve more with less. Empower them to bring the newest AI innovations to production faster, with higher performance and lower cost. All without having to rewrite your stack. FEWER THINGS THAT WORK BETTER One set of tools to support your entire inference pipeline and all your AI models — reduce complexity and simplify deployment. UNPARALLELED PERFORMANCE Productionize your GenAI and traditional AI inference pipelines within your latency and budget constraints — take full advantage of any hardware out of the box. MEETS YOU WHERE YOU ARE Drop-in compatible with the tools and technologies you already use in production — realize more value faster without rewriting your stack. 01 USE CASES SUPPORT ALL YOUR GENERATIVE AND TRADITIONAL AI USE CASES MAX provides drop-in compatibility with any model from any framework. Support for all the framework operations, quantized types, dynamics shapes, and your custom operations. Sign up now DLRM RMC1 (MULTI-HOT SUPPORT) ROBERTA-BASE GPT-2 BERT-LARGE-UNCASED DLRM RMC2 (MULTI-HOT SUPPORT) ROBERTA-BASE DLRM RMC1 (MULTI-HOT SUPPORT) ROBERTA-BASE GPT-2 BERT-LARGE-UNCASED DLRM RMC2 (MULTI-HOT SUPPORT) ROBERTA-BASE DLRM RMC1 (MULTI-HOT SUPPORT) ROBERTA-BASE GPT-2 BERT-LARGE-UNCASED DLRM RMC2 (MULTI-HOT SUPPORT) ROBERTA-BASE DLRM RMC1 (MULTI-HOT SUPPORT) ROBERTA-BASE GPT-2 BERT-LARGE-UNCASED DLRM RMC2 (MULTI-HOT SUPPORT) ROBERTA-BASE BERT-BASE-UNCASED DLRM RMC1 (MULTI-HOT SUPPORT) GPT-2 BERT-LARGE-UNCASED DLRM RMC2 CLIP-VIT-LARGE-PATCH14 BERT-BASE-UNCASED DLRM RMC1 (MULTI-HOT SUPPORT) GPT-2 BERT-LARGE-UNCASED DLRM RMC2 CLIP-VIT-LARGE-PATCH14 BERT-BASE-UNCASED DLRM RMC1 (MULTI-HOT SUPPORT) GPT-2 BERT-LARGE-UNCASED DLRM RMC2 CLIP-VIT-LARGE-PATCH14 BERT-BASE-UNCASED DLRM RMC1 (MULTI-HOT SUPPORT) GPT-2 BERT-LARGE-UNCASED DLRM RMC2 CLIP-VIT-LARGE-PATCH14 02 USE CASES DEPLOY ON THE WORLD’S MOST PERFORMANT & COST EFFICIENT UNIFIED INFRASTRUCTURE MAX unlocks state-of-the-art latency and throughput for your generative and traditional AI models, helping you productionize larger models and realize massive cost savings on your cloud bill. Queries per Second * 125 qps TensorFlow 17 qps PyTorch 28 qps Modular Engine 125 qps * Model DLRM RMC1 Instance AWS c6g.4xlarge (Graviton2) Batch Size 1 DON’T BELIEVE US? PUT US TO THE TEST. Explore our performance LANGUAGE Run Test COMPUTER VISION Run Test RECOMMENDATION Run Test 03 INTEGRATIONS PLUG INTO WHAT YOU ALREADY USE MAX integrates with the your existing AI serving stack so you can deploy to production using the libraries and tools you know and trust. Adopt what's next without throwing away what works. Learn more 04 privacy & security ENTERPRISE-GRADE AI THAT MEETS YOUR SECURITY AND PRIVACY STANDARDS MAX integrates seamlessly into your enterprise, with superior data protection, privacy, and compliance controls specialized to your industry. DATA PROTECTION Fortify your data, models, and inferences with encryption at-rest and in-transit to prevent unauthorized access. PRIVACY Retain full data sovereignty with your infrastructure, security protocols, and standards, ensuring you always comply with your operational jurisdictions and privacy mandates. COMPLIANCE Maintain the highest standards of operational compliance within your enterprise, including SOC 2, ISO-27001, GDPR, CCPA, PCI-DSS, GLBA, NIS Directive, and more. Sign up DATA PROTECTION Fortify your data, models, and inferences with encryption at-rest and in-transit to prevent unauthorized access. PRIVACY Retain full data sovereignty with your infrastructure, security protocols, and standards, ensuring you always comply with your operational jurisdictions and privacy mandates. COMPLIANCE Maintain the highest standards of operational compliance within your enterprise, including SOC 2, ISO-27001, GDPR, CCPA, PCI-DSS, GLBA, NIS Directive, and more. Sign up AVAILABLE NOW GET STARTED WITH MOJO 🔥 Download the Modular CLI to download and play with Mojo on your local machine. We currently support Mac, Linux, and Windows (WSL) operating systems. Download Now Explore Mojo 🔥 Unpacking modular (0.1.0) ... Setting up modular (0.1.0) ... __ __ _ _ | \/ | | | | | | \ / | ___ __| |_ _| | __ _ _ __ | |\/| |/ _ \ / _` | | | | |/ _` | '__| | | | | (_) | (_| | |_| | | (_| | | |_| |_|\___/ \__,_|\__,_|_|\__,_|_| Thanks for installing the Modular CLI! To get started, type "modular --help". To install Mojo, type "modular install mojo". Visit https://www.modular.com/mojo for our getting started guide. Join our Discord at https://discord.gg/modular, or file issues on Github at https://github.com/modularml/mojo/issues. modular install mojo # Found release for https://packages.modular.com/mojo @ 0.3.0--release, installing to /root/.modular/pkg/packages.modular.com_mojo # Downloads complete, setting configs... # Configs complete, running post-install hooks... Testing `MODULAR_HOME=/root/.modular` * `/root/.modular/pkg/packages.modular.com_mojo/bin/mojo`... TEST: `mojo --help`... OK TEST: `mojo run --help`... OK TEST: `mojo build test_mandelbrot.mojo`... OK TEST: `mojo build test_python.mojo`... OK TEST: `mojo demangle`... OK reformatted /tmp/tmpmclc50j5/test_format.mojo All done! ✨ 🍰 ✨ # Installation complete. Mojo is installed under $HOME/.modular. Set $MODULAR_HOME in your current shell to this location, and add $HOME/.modular/pkg/packages.modular.com_mojo/bin to your PATH. # Downloads complete, setting configs... # Configs complete, running post-install hooks... 🔥 Mojo installed! 🔥 python3 matmul.py Throughput of a 128x128 matrix multiplication in Python: 0.00215 GFLOP/s mojo matmul.🔥 Throughput of a 512x512 vectorized + parallelized matrix multiplication in Mojo: 79.636 GFLOP/s (36870x speedup over Python) LATEST ABOUT MODULAR Developer WHAT ARE DUNDER METHODS? A GUIDE IN MOJO🔥 February 26, 2024 Developer MOJO🔥 ♥️ PYTHON: CALCULATING AND PLOTTING A VALENTINE’S DAY ♥️ USING MOJO AND PYTHON February 15, 2024 Engineering MOJO VS. RUST: IS MOJO 🔥 FASTER THAN RUST 🦀 ? February 12, 2024 Community COMMUNITY SPOTLIGHT: OUTPERFORMING RUST ⚙️ DNA SEQUENCE PARSING BENCHMARKS BY 50% WITH MOJO 🔥 February 2, 2024 Engineering WHAT IS LOOP UNROLLING? HOW YOU CAN SPEED UP MOJO🔥 CODE WITH @UNROLL January 29, 2024 Developer MOJO🔥 SDK V0.7 NOW AVAILABLE FOR DOWNLOAD! January 25, 2024 WHY MODULAR? BUILT BY THE WORLD’S AI EXPERTS, Our team has built most of the world’s existing AI infrastructure, including TensorFlow, PyTorch, XLA, and we’ve built and scaled dev tools like Swift, LLVM, & MLIR. Now we’re focused on rebuilding AI infrastructure for the world. REINVENTED FROM THE GROUND UP To unlock the next wave of AI innovation, we need a “first principles” approach to the lowest layers of the AI stack. We can’t pile on more and more layers of complexity on top of already over-complicated existing solutions. BUILT WITH GENERALITY IN MIND Natively multi-framework, multi-hardware, and multi-cloud — our infrastructure was designed from the beginning to scale from the largest accelerator clusters down to the smallest edge devices and in-between. INFRASTRUCTURE THAT JUST WORKS We build technology that meets you where you are. We don’t require you to rewrite your models, workflows, or application code, grapple with confusing converters, or be a hardware expert to take advantage of bleeding-edge technology. BUILT FOR YOU Move beyond Big Tech’s trickle-down infrastructure and the challenges of open-source software. Get direct access to industry experts that can solve any issue you have with our infrastructure and make sure we’re meeting your SLA/SLOs. READY TO GET STARTED? Sign up to gain access to Modular’s infrastructure. Sign up now API References, Tutorials, & More Read the docs MAX Platform MAX Engine 🏎️ MAX Serving ⚡️ Mojo 🔥 Sign Up Blog Careers Copyright © 2024 Modular Inc Terms , Privacy & Acceptable Use Please accept our cookies We use cookies to track visitor traffic so we can learn to improve the website and documentation. Read more AcceptReject Cookie preferences Cookie usage The Modular Docs website uses browser cookies only to track website traffic with Google Analytics. For more details about how we handle sensitive data, please read our privacy policy. Google Analytics cookiesGoogle Analytics cookies These cookies track website usage and are unique to this website. NameDomainExpirationDescription^_gagoogle.com2 yearsGoogle Analytics Accept allReject allSave settings