LLMLab.ee

AI Workstations in Estonia

FAQ

CUDA Adapter-Tuning Starter

LoRA/QLoRA fine-tuning on 7B-13B models

Profile: LLM Fine-Tune Starter

Core Configuration

CPU

AMD Ryzen 9 7950X

GPU

NVIDIA RTX 4070 Ti SUPER

VRAM

16GB

RAM

96GB

Storage

2000GB

Model target

7B-13B LoRA

Performance & Power

Throughput

Training: varies by batch size

System power

~450W

Recommended PSU

1000W

Cooling

Premium air cooling for sustained loads

What can this build run?

Good for 13B-class models

Strong everyday local LLM tier; 30B may need more memory or heavier quantization.

Good for everyday local LLM use

  • Roughly suitable for: local coding assistants and 7B/8B models
  • Roughly suitable for: 13B/14B quantized models
  • Roughly suitable for: CUDA image generation and developer workloads

Actual fit depends on quantization, model choice, and runtime.

Component Pricing Breakdown

Prices use Estonian market data when available, otherwise reference estimates. Order price includes planned assembly and configuration.

ComponentProductOrder price
GPUNVIDIA RTX 4070 Ti SUPER
Reference estimate
884
CPUAMD Ryzen 9 7950X
Updated yesterdayEstonian market estimate
751
RAMG.Skill Trident Z5 RGB 96GB (2x48GB) DDR5-6400 CL32
Updated 3 days agoLow sample
434
StorageSamsung 990 Pro 2TB
Updated todayEstonian market estimate
387
PSUSeaSonic Focus GX-1000 1000W
Updated todayEstonian market estimate
149
MotherboardASUS ROG Crosshair X670E Hero
Reference estimate
689
CaseFractal Design North
Updated 3 days agoEstonian market estimate
139
CoolerNoctua NH-D15 G2
Updated 3 days agoLow sample
184
Parts subtotal3,617

Build price history

All components and market total

Component lines show Estonian market averages before assembly. Components without history are shown at their current market reference.

Latest market total

€3,146

8/8 components

Market totalGPUCPURAMStoragePSUMotherboardCaseCooler
€108€938€1,769€2,599€3,429

Build Notes

Starter tuning build for LoRA and QLoRA experiments where CUDA compatibility matters. The 96GB RAM leaves room for datasets, loaders, and dev tooling while the 16GB GPU keeps runs realistic for 7B-13B models.

Source refs: nvidia.com, ir.amd.com

Order

Quote reference price

3,617

Shown for planning. Direct checkout remains quote-only until fresh market pricing and availability are checked.

Price chart shows Estonian market averages before assembly markup.

Quote-only because the latest market pricing is stale.

Fresh, non-fallback Estonian market pricing is required before Stripe payment can be opened.

What happens after your quote request

  • We review your use case, model targets, timeline, and budget.
  • We verify suitable parts and current Estonian market pricing.
  • We usually send the next step or follow-up questions within 1-2 business days.

Support and questions continue through the order or quote email thread.

Trust and process

What happens after an order or quote request

After payment

You receive a confirmation email. We then check part availability and contact you if any component may need a practical substitution.

Assembly and testing

The planned workflow is assembly, software setup, and baseline GPU/AI checks before handover.

Handover in Estonia

Pickup or local delivery method and timing are agreed after availability is checked.

Warranty and support

Warranty handling depends on the component, manufacturer, and retailer. Support questions continue through the order or quote email thread.

Assembly QA

Planned baseline checks before handover

  • BIOS and firmware baseline check
  • Driver and AI tooling installation
  • Thermal and load sanity check
  • Memory and storage health check
  • Local AI smoke test where applicable

Trust details

Important before ordering

Contact and support

Questions continue through the order or quote email thread. Replying to the confirmation is the fastest path.

Warranty

Warranty handling depends on the component, manufacturer, and retailer; the practical path is confirmed case by case.

Handover in Estonia

Pickup or local delivery method and timing are agreed after availability is checked.

Cancellations and changes

Until formal terms are published, cancellations and changes are handled case by case, and order changes are confirmed before continuing.

Payment security

Card details are entered in Stripe checkout. LLMLab.ee does not collect or store full card numbers.

Pricing method

We show the Estonian market average before assembly and the order price with the 15% assembly and configuration markup.