Megatron-LM Alternatives (September 2025)

We’ve trained a large-scale unsupervised language model which generates coherent paragraphs of text, achieves state-of-the-art performance on many language modeling benchmarks, and performs rudimentary reading comprehension, machine translation, question answering, and summarization—all without task-specific training.

Open source deep learning training platform that enables data scientists to train better models, with built-in hyperparameter tuning and distributed training

Experience the power of Large Language Models like never before! Unleash the full potential of Natural Language Processing with Spark NLP, the open-source library that delivers scalable LLMs

Fast-track your AI initiatives with a supercomputing solution that gives you insights in hours, instead of weeks or months. Learn more.

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

Experience 10X the Deep Learning performance with NVIDIA DGX-2. Build your own private enterprise-grade AI cloud with virtualization support.

Train and deploy ML models and LLMs on top of Kubernetes at the speed of Big Tech with 100% reliability and scalability. Slash production costs by 30-40% and release models to production faster. Training jobs, inference services, GPUs and more on your own infra.

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

Advanced AI platform, for NER, sentiment analysis, emotion analysis, text classification, summarization, dialogue summarization, question answering, text generation, image generation, translation, language detection, grammar and spelling correction, intent classification, paraphrasing and rewriting, code generation, chatbot/conversational AI, automatic speech recognition api, speech to text, semantic similarity, semantic search, speech synthesis, Part-Of-Speech tagging, tokenization, lemmatization, and embeddings. Use the best AI engines without sacrificing data privacy.

The SYS-4029GP-TRT GPU system is optimized for AI, deep learning, and/or HPC applications with support of the latest GPU interconnect technologies including NVIDIA® NVLink™.

Monitor months-long jobs and visualize massive amounts of data in almost real-time — with 100% accuracy. Without crashing the UI.

EDGENeural.ai is an end-to-end Edge AI platform enabling developers to train, optimize and deploy blazing-fast deep learning models on any hardware, in a matter of weeks.

NVIDIA® RTX™ SERVER FEATURING QUADRO RTX HIGH-PERFORMANCE, FLEXIBLE RENDERING IN THE DATA CENTER, WITH QUADRO RTX 8000

Track, compare, and reproduce your ML experiments with Comet's machine learning platform. Leverage insights to build better models, faster.

Documentation for TFLearn, a deep learning library featuring a higher-level API for TensorFlow.

An end-to-end open source machine learning platform for everyone. Discover TensorFlow's flexible ecosystem of tools, libraries and community resources.

Today, we’re introducing Meta Llama 3, the next generation of our state-of-the-art open source large language model. In the coming months, we expect to...

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

An open-source universal messaging library

Cohere provides industry-leading large language models (LLMs) and RAG capabilities tailored to meet the needs of enterprise use cases that solve real-world problems.

NVIDIA H100, L4, A100-80/40GB, A40,A30, RTX8000, V100, and T4s GPUs. Available in hourly, committed, and SPOT. For AL/ML/HPC workloads. NSE-Listed Hyperscaler.

Weights & Biases is the leading AI developer platform to train and fine-tune models, manage models from experimentation to production, and track and evaluate GenAI applications powered by LLMs.

H2O.ai has released open-source product h2oGPT for enterprises to build transparent and secure chatbot applications similar to ChatGPT.

Keras documentation

Why NumPy? Powerful n-dimensional arrays. Numerical computing tools. Interoperable. Performant. Open source.

A high performance, open source universal RPC …

The Valohai MLOps platform enables CI/CD for ML and pipeline automation on-prem and any-cloud.

Serve, Monitor, Manage and Scale your machine learning operations with our enterprise ready MLOps tools. Get a demo or start a trial today. %

Virtual GPUs

With GitHub Packages you can safely publish and consume packages within your organization or with the entire world.

Over 300 applications are delivering GPT-3–powered search, conversation, text completion, and other advanced AI features through our API.

Activating humanity's potential through generative AI. Open models in every modality, for everyone, everywhere.

OpenStack is an open source cloud computing infrastructure software project and is one of the three most active open source projects in the world.

Save up to 90% on cloud costs compared to hyperscalers. Deploy AI/ML production models easily on the world's largest distributed cloud. Perfect for AI inference, batch processing, molecular dynamics & more.

Neuton Tiny ML - Make Edge Devices Intelligent - Automatically build extremely tiny models without coding and embed them into any microcontroller

Prepackaged and optimized deep learning containers for developing, testing, and deploying AI applications on TensorFlow, PyTorch, and scikit learn.

GitHub is where over 100 million developers shape the future of software, together. Contribute to the open source community, manage your Git repositories, review code like a pro, track bugs and features, power your CI/CD and DevOps workflows, and secure code before you commit it.

GitHub is where over 100 million developers shape the future of software, together. Contribute to the open source community, manage your Git repositories, review code like a pro, track bugs and features, power your CI/CD and DevOps workflows, and secure code before you commit it.

OpenCV provides a real-time optimized Computer Vision library, tools, and hardware. It also supports model execution for Machine Learning (ML) and Artificial Intelligence (AI).

Google Cloud's Tensor Processing Units (TPUs) are custom-built to help speed up machine learning workloads. Contact Google Cloud today to learn more.

Google Cloud's Tensor Processing Units (TPUs) are custom-built to help speed up machine learning workloads. Contact Google Cloud today to learn more.

Democratize AI innovation with the world’s most trusted open ecosystem for data science and AI development.

Clarifai is the leading AI orchestration platform to quickly build, manage, orchestrate and operationalize AI on-prem, air-gapped, or in the cloud.

Jaxon is addressing the AI hallucination problem with a reasoning system that uses ‘formal methods’ to mathematically prove the output from LLMs is accurate.

The Jupyter Notebook is a web-based interactive computing platform. The notebook combines live code, equations, narrative text, visualizations, interactive dashboards and other media.

Build, train, deploy and scale AI models and intelligent applications on a resilient and sustainable cloud ecosystem.

AWS Deep Learning AMIs provides ML practitioners with curated, secure frameworks, dependencies, and tools to accelerate and scale deep learning in the cloud.

Realtime JavaScript Backend. . Contribute to CloudBoost/cloudboost development by creating an account on GitHub.

Increase model velocity and improve AI outcomes with Arize AI’s ML observability platform. Discover issues, diagnose problems, and improve performance.

Iray rendering allows the creation of state of the art workflows with access to photorealistic and physically based rendering technology.

The Gleam programming language

GitHub is where people build software. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects.

Simple, resilient multi-host containers networking and more. - weaveworks/weave

Arria turns data into text at machine speed, delivering mission-critical Generative AI language automation for enterprise.

Discover how leading teams use Labelbox to build AI applications, train and fine-tune models, and automate tasks with LLMs

Hystrix is a latency and fault tolerance library designed to isolate points of access to remote systems, services and 3rd party libraries, stop cascading failure and enable resilience in complex distributed systems where failure is inevitable. - Netflix/Hystrix

Our Al-powered search assistant helps you get answers to questions about your documents, websites and workplace content.

flannel is a network fabric for containers, designed for Kubernetes - flannel-io/flannel

Build powerful reactive, concurrent, and distributed applications in Java and Scala

Apache Mesos abstracts resources away from machines, enabling fault-tolerant and elastic distributed systems to easily be built and run effectively.

A mass deployment tool for Docker fleets. Contribute to newrelic/centurion development by creating an account on GitHub.

GP Strategies: Transform your business with cutting-edge learning solutions, expert consulting, and digital innovation.

This flexible indoor system manages energy use, provides backup power for buildings, displays real time performance on indicator, optimizes for multiple applications and has lowest lifestyle cost.

IBM LinuxONE is an enterprise-grade Linux server that brings together IBM’s experience is building Z mainframe systems with the openness of the Linux operating system.

Go1 offers the largest curated eLearning library from top training providers in a single subscription. Integrated with leading LMS, HRIS systems.

Go1 offers the largest curated eLearning library from top training providers in a single subscription. Integrated with leading LMS, HRIS systems.

VR Training at Scale

Delivering unbeatable speed and processing power for machine learning, remote working and 3D graphics and video rendering.

Build and deploy scalable containerized apps written in any language (like Go, Python, Java, Node.js, .NET, and Ruby) on a fully managed platform.

Apex is an enterprise grade native YARN big data-in-motion platform that unifies stream processing as well as batch processing.

Route your prompts to the best LLM endpoint. Get the best output and optimize for speed, latency and cost to supercharge your LLM applications!

The SR670 delivers scalable performance for HPC and AI workloads demanding best-of-breed GPU acceleration.

Perforce version control software — Helix Core — tracks and manages changes to your source code, digital assets, and large binary files. But it can do so much more than source control. Find out why Helix Core is the right VCS for your team.

The most advanced AI writing platform - generate thousands of high-quality articles with just a few clicks.

Integrated HCM system empowering organizations to elevate HR operations from hire to retire; experience a seamless digital HR transformation with Max efficiency

We believe our research will eventually lead to artificial general intelligence, a system that can solve human-level problems. Building safe and beneficial AGI is our mission.

Container Engine by Oracle provides a developer friendly, container-native, and enterprise-ready managed Kubernetes service for running highly available clusters.

Create interactive data visualization for web and mobile projects with Highcharts core, Highcharts Stock, Highcharts Maps, Highcharts Dashboards, and Highcharts Gantt, using Angular, React, Python, R, .Net, PHP, Java, iOS, and Android

LangChain’s suite of products supports developers along each step of their development journey.

Ubuntu Core is Ubuntu for IoT and embedded devices, optimised for security and reliable over-the-air (OTA) updates. Run your applications in a high-security, immutable and reliable embedded Linux OS.

memcached

PowerEdge XE servers are purpose-built to support complex, harsh and compute-intensive workloads

No-code Katonic Generative AI Platform for custom AI applications and chatbot solutions enhances business with enterprise-grade security. Start for Free!

Building Models & Products for TTS, Avatars, LipSync and Conversational Speech!

Sapling language model copilot for customer-facing teams. Sapling integrates with messaging platforms to improve response quality and efficiency.

Open source Python framework for rapid development of applications that make use of innovative user interfaces, such as multi-touch apps.

License Managment Software,,FLEXlm,RLM,Licensing software, SafeGuard LM, Metatrader 4

A cross-language development platform for in-memory analytics

Headless & composable commerce stack optimally tailored to help digital commerce scale.

Stetho is a debug bridge for Android applications, enabling the powerful Chrome Developer Tools and much more. - facebook/stetho

Apache Beam is an open source, unified model and set of language-specific SDKs for defining and executing data processing workflows, and also data ingestion and integration flows, supporting Enterprise Integration Patterns (EIPs) and Domain Specific Languages (DSLs). Dataflow pipelines simplify the mechanics of large-scale batch and streaming data processing and can run on a number of runtimes like Apache Flink, Apache Spark, and Google Cloud Dataflow (a cloud service). Beam also brings DSL in different languages, allowing users to easily implement their data integration processes.

iMerit provides a technology platform, custom tooling and experts-in-the-loop for machine learning and generative AI model evaluation.

Maxwell is a ground-truth photorealistic renderer for top-notch CGI. Now faster thanks to Cloud Rendering and a GPU version & numerous 3D integrations.

Pulumi's open source infrastructure as code SDK enables you to create, deploy, and manage infrastructure on any cloud, using your favorite languages.

Optimize system performance early in the design stages to boost engineering productivity with Amesim system simulation software.

Open. Flexible. Built to adapt to your team’s AI needs. DataRobot brings all your generative and predictive workflows together into one powerful platform. Quickly deliver AI that your business needs,, govern all your assets, and tap into world-class AI experts.

Cloud-based HRMS software - Resourceinn HRMS is an all-in-one HR software empowering businesses across the world. Book a free Demo

Use AI to create real-time, accurate content in your brand style, integrated with your knowledge. Research, Plan, Write, Optimize and Publish.

At Primer, we help organizations make the best use of their investment in data, by using best-in-class machine learning and natural language processing technologies.