Cassava AI - LLM Training as a Service

Formación LLM como servicio

Expert support to help organisations securely train or fine-tune large AI models using powerful, dedicated supercomputer resources.

The service is a high-touch, project-based engagement that includes expert consultation, secure data onboarding, managed training execution, and final model delivery.

Suited for organisations training foundation models from scratch or conducting large-scale tuning and fine-tuning on secured proprietary data, this product involves the temporary, dedicated reservation of a significant portion of the supercomputer (e.g., 128, 256, 512, or 1024 GPUs) for a single training job.

Compromiso directo

LLM Training as a service provides a fully managed, premium experience designed for organisations that need precision and reliability. It includes:

Strategic consultation with domain experts to define objectives, select architectures, and optimise workflows.
Secure and compliant data onboarding, ensuring encryption, privacy, and adherence to regulatory standards.
End-to-end training orchestration, from resource allocation to monitoring and troubleshooting during execution.
Comprehensive model validation and delivery, packaged for deployment with performance benchmarks and documentation.

Infraestructura dedicada

Your project receives exclusive access to a high-performance compute environment:

Temporary reservation of 128–1024 GPUs on a supercomputer-grade cluster.
Guaranteed isolation for maximum throughput, zero interference, and predictable performance.
Access to high-speed interconnects and optimised storage for large-scale datasets.

Modelo de aprovisionamiento

Project-based allocation, tailored to specific training goals and timelines.
No shared or multi-tenant architecture, as resources are fully dedicated to your workload for the duration of the engagement.

Caso práctico

Ideal for custom foundation model development, where scale and control are critical.
Perfect for deeply localized LLMs, such as African language models in domain-specific AI systems that require massive compute and expert oversight.

Core metric

All-inclusive price per GPU-hour for the entire reserved cluster and additional capabilities like storage, high speed networking between client Data Centre and the AI Factory.

Illustrative HGX H200 Requirements for LLM Training and Localization (Confirm this with NVIDIA)

Computer Vision Model Training as a Service

CVMTaaS is a specialised, project-based offering designed for organisations building or fine-tuning computer vision models using proprietary image data. This service supports both foundational model training and domain-specific adaptation for tasks such as object detection, segmentation, classification, and visual search.

Secure Data Onboarding

Supports sensitive visual datasets with privacy and compliance controls.

Expert Consultation

Reserva temporalmente una gran parte de un superordenador (por ejemplo, 128-1024 GPUs) para un único trabajo de entrenamiento.

Managed Training Execution

Leverages dedicated GPU clusters optimised for vision workloads (e.g., 128–1024 GPUs).

Model Delivery

Final models are delivered with performance benchmarks and deployment-ready formats.

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