Float16

About Float16

Float16.cloud is an innovative AI platform that provides affordable, serverless GPU infrastructure designed to accelerate AI development and deployment.

It specializes in language modeling, especially for Asian languages, offering versatile models like LangChain and LlaMaindex.

The platform enables quick setup with zero configuration, allowing developers to spin up high-performance GPU instances in under a second, without managing hardware or infrastructure.

Features include native Python execution on NVIDIA H100 GPUs, real-time logs, request metrics, and seamless file management via CLI or web UI.

Users can deploy open-source models like LLaMA, Qwen, and Gemma, with full control over quantization, context size, and system prompts.

The platform supports training, fine-tuning, and batch processing on spot GPUs with per-second billing, optimizing both performance and cost.

Additionally, Float16.cloud offers one-click deployment of models from Hugging Face, with production-ready HTTPS endpoints, dynamic batching, and INT8/FP8 quantization for efficient inference.

The platform is certified with SOC 2 and ISO 29110, emphasizing security and reliability, and provides flexible pricing plans suitable for both short-term and long-term workloads..

Smart Features

• Serverless GPU infrastructure with instant GPU spin-up in under a second
• Native Python execution on NVIDIA H100 GPUs without containerization
• Supports open-source LLM deployment like LLaMA, Qwen, and Gemma
• Per-second pay-per-use pricing, including spot GPU options for cost efficiency
• Zero setup environment with automated CUDA and Python environments
• Real-time logs, request metrics, and integrated file I/O via CLI and web UI
• One-click deployment from Hugging Face with optimized inference stacks
• High-security standards with SOC 2 and ISO 29110 certifications
• Flexible workload management for training, fine-tuning, and inference

Use Cases & Applications

• Deploying and serving open-source large language models (LLMs)
• Chatbot development tailored for Asian languages
• Rapid prototype and model inference testing
• Batch training and fine-tuning of language models
• Building secure production endpoints for AI models
• Data analysis and SQL query automation with Text2SQL
• AI-powered customer support automation
• AI model benchmarking and quantization testing

Who is it for?

• AI developers and data scientists seeking fast, scalable GPU infrastructure
• Organizations deploying multilingual language models with Asian language support
• Startups and enterprises needing cost-effective AI model hosting
• Researchers focusing on model fine-tuning and training without infrastructure overhead
• Developers looking for seamless deployment from Hugging Face models

Business Opportunities in Float16

Leverage Float16.cloud's scalable AI infrastructure to offer AI-as-a-Service solutions, including model deployment, fine-tuning, and API integration for clients.

By utilizing its pay-per-use pricing and quick deployment capabilities, you can develop niche AI products targeting Asian markets or specific industries like finance, healthcare, and e-commerce.

This platform enables entrepreneurs to build AI-driven applications with minimal upfront investment, opening opportunities for consulting, custom AI solutions, and SaaS offerings that capitalize on multilingual language models and rapid deployment features..