Shameer Thaha
CEO
17+ years in management and 2 exits
Ex-Chief Strategy Officer at Accubits
SP Jain School of Global Management
Shubhra Vatsal
COO
15+ Years BFSI Product Leadership
MS – Electronics & Telecommunications
University of Maryland
Welcome to Foundation Flow
Power your business with Closed, OpenSource or your own proprietary LLMs to leverage GenerativeAI capabilities today!
About Us
FoundationFlow is a comprehensive software and orchestration platform for enterprise generative ai applications. We abstract the complexity for a semi technical user without compromising on technical features for an advanced user to manage an end to end pipeline of foundational model training, fine tuning and enterprise focused use case agent creation. With on-prem, hybrid and cloud native options, we ensure compliance with the enterprise’s data laws ensuring full data security and privacy.
OUR OFFERINGS
Boost your FMOps journey with our state-of-the-art features, trusted by industry leaders in High-Performance Computing and global brands.
01.
Our platform offers a unique blend of traditional Language Learning Models (LLMs), Multi-Modal LLMs, and cutting-edge Diffusion and GAN-based models. This combination ensures that you have the best tools at your disposal, making your AI journey seamless and impactful
02.
Explore our vast repository, the largest collection of curated public datasets tailored for QA, Reasoning, Tool usage, and more. But that’s just the beginning. Our platform goes the extra mile with advanced data pre-processing techniques. From Toxicity Analysis and Deduplication to Enrichment, Tokenisation, and Templating, we ensure your data is primed and ready, setting the gold standard for AI-driven insights and solutions.
03.
Our platform is designed for those who seek the best in AI training. From the foundational stages of Pre-Training to the advanced techniques of RLHF, we leverage the prowess of optimization giants like DeepSpeed and Colossal AI. We’ve fine-tuned our training processes against key metrics – Data (DEFT), Compute (PEFT), Memory (PEFT), and Bandwidth. And to top it off, our Experiment Tracking and Evaluation tools provide clarity and insights, ensuring your AI projects achieve their fullest potential.
04.
Navigate the AI landscape with confidence using our specialized evaluation benchmarks for tasks like Reasoning, FID, and QA. Safeguard your models against biases with our in-depth Toxicity Analysis. And when it comes to visual content, our Image Aesthetic score offers a unique perspective on image quality, ensuring your visuals always make an impact.
05.
Navigate the AI realm with our state-of-the-art Model Editing capabilities. Prioritize data security and user trust with our Personal Data Detection & Removal tool. Uphold content quality standards with our Inappropriate Content Flagging & Removal feature. Boost model alignment with our RLHF-based techniques, and achieve unparalleled precision with our Custom Critics, ensuring your AI is always at its best.
06.
Unlock the full potential of AI with our Retrieval Augmentation feature, seamlessly connecting to browsers, the Internet, Vector DB, and various databases. Streamline your AI tasks with our Prompt Templating system, and ensure optimal results with our innovative Prompt Template-based Routing, designed for precision and efficiency.
07.
Harness the power of advanced AI with our Model Pruning and Model Quantisation capabilities. Our platform is designed to support the Distillation process, and with innovative Custom Attention Mechanisms such as PagedAttention & FlashAttention, throughput is significantly enhanced. Experience the flexibility of our horizontally scalable model serving, and achieve optimal results with our Batch Inference feature, optimized for both high and low batch scenarios with tiled kernel delivery. Integration is a breeze with support for DeepSpeed MII, FastChat, and BentoML.
08.
Experience the ease of AI development with our Drag & Drop Agent development feature, designed for both novices and experts. Deploying your AI agent is just a click away with our One-Click Agent Deployment. Plus, our platform offers seamless support to external tools, memory, models, and 3rd party APIs, ensuring you have all the resources you need for a comprehensive AI solution.
Our Applications
Why Choose Us
As enterprises increasingly adopt AI and machine learning (ML) to drive business value, there is a growing need for streamlined and efficient LLM (large language model) workflows designed with the business user in mind.
Unlock the full potential of Foundational Models with the FoundationFlow FMOps platform. Designed for businesses of all sizes, our platform streamlines the end-to-end lifecycle management of these models. Even without technical expertise, users can effortlessly pre-train, fine-tune, and engage in advanced in-context learning. Plus, with our user-friendly drag-and-drop interface, deploying these models into scalable APis has never been faster or easier. Transform your Al operations from months to minutes with FoundationFlow.
The FMOps platform in FoundationFlow fosters collaboration between data scientists, engineers, and operational teams. With a unified platform, teams can work cohesively, ensuring that models are not only accurate but also aligned with business objectives and easily integrated into existing systems.
FoundationFlow’s FMOps platform accelerates the deployment process, enabling businesses to swiftly move from model development to production. This rapid transition ensures that innovations are implemented promptly, giving enterprises a competitive edge in the market.
STATISTICS
Deliver high performant AI systems at scale while achieving cost efficiency using FoundationFlow FMOps to propel your business ahead of your competitors!
How it works
We provide a diverse suite of FMOps tools to empower your AI initiatives, ensuring you connect with your objectives and attain unparalleled success.
01.
FoundationFlow supports a world class data management system, state of the art pre-training and fine-tuning strategies and an ever growing model zoo. It also provides support for low bandwidth optimized training to support your business demands.
02.
We underscore the adaptability of our FMOps platform, empowering you to tailor your AI operations and model management in alignment with your distinct objectives and aspirations.
03.
Our dedicated team of AI professionals stands ready to offer tailored guidance and insights, assist in navigating FMOps challenges, and ensure your model management objectives are realised to their fullest potential.
Our Team
CEO
17+ years in management and 2 exits
Ex-Chief Strategy Officer at Accubits
SP Jain School of Global Management
COO
15+ Years BFSI Product Leadership
MS – Electronics & Telecommunications
University of Maryland
FAQs
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Are you set to revolutionize your AI operations?