State-of-the-art AI on your proprietary data — at a fraction of the compute cost.
Transfer Hub
Why It Matters

Frontier AI without frontier budgets
Fine-tuning a pre-trained model costs a tiny fraction of training from scratch — traditional enterprises get state-of-the-art performance on their own data without hyperscaler-scale spending.

4–8x lower GPU memory with LoRA/QLoRA
Parameter-efficient methods make fine-tuning feasible on accessible hardware — models that would demand massive A100 clusters run on modest instances.

Proprietary data stays proprietary
Fine-tuning happens on the enterprise's own infrastructure with their own data — competitive advantage gets built in, not shipped out to a third-party API.
The Cloudly Advantage

Rides the GenAI budget wave
LLM initiatives have board-level urgency and dedicated budgets — TransferHub gives BD a credible entry into conversations every competitor wants.

Premium GPU infrastructure services
P4d/G5 and A100 provisioning, tuning, and operations are high-value Cluster Services engagements — with ComputeOrchestrator cutting the spot-instance cost alongside.

Data-sovereignty differentiator
On-infrastructure fine-tuning beats API-based AI for banks and healthcare firms barred from sending data to external model providers — a deal-winner in our core verticals.

Full platform pull-through
Fine-tuning jobs need TrainForge scheduling, HyperTune optimization, ExperimentHub tracking, and SyntheticGen data — TransferHub deals naturally expand into platform contracts.

HuggingFace stack consultancy
PEFT and Axolotl expertise positions Cloudly as a hands-on GenAI implementation partner, not just an infrastructure vendor — commanding premium consulting rates.
The Final Takeaway
Repeat revenue by design — Every new use case, model generation, or data refresh triggers another fine-tuning cycle — engagements recur naturally as the client's AI ambitions grow.
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HuggingFace PEFT
Core to the TransferHub technology stack.
LoRA/QLoRA
Core to the TransferHub technology stack.
Axolotl
Core to the TransferHub technology stack.
AWS P4d/G5 instances
Core to the TransferHub technology stack.