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GenAI & LLM · AI accelerator

Fine-Tuning Studio

SFT / DPO / LoRA fine-tuning with eval suite.

+10–20 pts
Task accuracy uplift
Days → hours
Fine-tune cycle
−70%
Serving cost per token
4–6 months
Payback period
Ft
Fine-Tuning Studio
GEN · No. 95 of 117
What it does

Fine-Tuning Studio in production

  • Curates and de-duplicates instruction datasets
  • Runs SFT, DPO and LoRA jobs on shared GPUs
  • Tracks experiments, checkpoints and hyperparameters
  • Scores checkpoints against held-out eval suites
  • Detects regressions before a model is promoted
  • Registers approved adapters for serving

45-second film: the Fine-Tuning Studio tile, an animated mockup and the KPI impact.

How it ships

Live in 6–9 weeks, inside your perimeter

Deployment options
On-premise (air-gapped)Private cloudManaged cloudHybrid
Integrates with
Hugging Face HubMLflowWeights & BiasesDatabricksAmazon S3Kubeflow
Technology stack
PyTorchHugging Face TRL + PEFTDeepSpeed ZeROAxolotllm-evaluation-harness
Compliance & security
GDPRDPDPHIPAA-compatibleISO 27001NIST AI RMF

See Fine-Tuning Studio running inside your environment

A 20-minute technical walkthrough, no slides. Ships in 6–9 weeks.

Book a walkthrough →Browse the library →