VRAM
Memory on the graphics card; usually the main limit for local AI model size.
LLMLab.ee
AI Workstations in Estonia
Radeon 24GB ROCm Compatibility Build
24GB AMD inference after the requested ROCm stack is validated
Profile: Local LLM Inference
Honest visual overview
Build schematic
A quick summary of the main AI buying decisions: GPU memory, system RAM, model target, and power class.
This is a schematic summary, not a photo of the exact build.
GPU
AMD Radeon RX 7900 XTX
VRAM
24GB
RAM
96GB
Model target
13B-34B q4 ROCm-targeted
Core Configuration
CPU
Intel Core i7-14700K
GPU
AMD Radeon RX 7900 XTX
VRAM
24GB
RAM
96GB
Storage
2000GB
Model target
13B-34B q4 ROCm-targeted
Performance & Power
Throughput
10-18 t/s (13B-34B q4, ROCm)
System power
~500W
Recommended PSU
1000W
Cooling
Balanced air cooling
What can this build run?
Better for 30B-class models
Stronger fit for larger quantized models; actual fit depends on runtime and settings.
Strong for larger quantized models
- Roughly suitable for: local coding assistants and 7B/8B models
- Roughly suitable for: 13B/14B quantized models
- Roughly suitable for: 30B/34B quantized models
Actual fit depends on quantization, model choice, and runtime.
AI terms in plain language
Unified memory
Apple Silicon memory shared by CPU and GPU. Useful for local AI, but not identical to NVIDIA VRAM.
7B / 13B / 70B
A rough model-size signal. Larger numbers usually need more memory and may run slower.
q4 / quantization
A compressed 4-bit model that uses less memory, sometimes with quality or speed tradeoffs.
Inference
Running an existing model for chat, coding help, summaries, or document workflows.
LoRA / fine-tuning
A way to adapt a model to your data; it needs more stability, RAM, and storage.
Component Pricing Breakdown
Prices use Estonian market data when available, otherwise reference estimates. Displayed component prices include the assembly/configuration markup; payable order price applies only when the purchase panel allows online checkout.
| Component | Product | Displayed price |
|---|---|---|
| CPU | Intel Core i7-14700K Updated 2 days agoLow price sample | €458 |
| RAM | Corsair Vengeance 96GB (2x48GB) DDR5-5600 CL40 Updated 5 days agoLow price sample | €709 |
| Storage | Samsung 990 Pro 2TB Updated todayVerified pricing input | €394 |
| GPU | AMD Radeon RX 7900 XTX Stale market dataLast checked 27 days ago | €1,080 |
| Motherboard | MSI MPG Z790 Carbon WiFi Planning reference price | €493 |
| Case | Fractal Design Meshify 2 Updated todayVerified pricing input | €136 |
| PSU | Corsair RM1000e 1000W Updated todayVerified pricing input | €169 |
| Cooler | be quiet! Dark Rock Pro 5 Updated yesterdayLow price sample | €87 |
| Estimated build configuration total | €3,526 | |
Build price history
All components and market total
Component lines show Estonian market averages before assembly. Fallback/reference-only components are excluded until a trusted market price exists.
Latest market total
€2,695
7/8 components
Market totalCPURAMStorageGPUCasePSUCooler
Build Notes
Good VRAM-per-euro only after the exact ROCm/PyTorch/Ollama stack is validated for the buyer's workload. CUDA-first tools, training recipes, and plugins should be assumed NVIDIA-first unless tested.
Source refs: amd.com, intel.com
Order
Quote reference price
€3,526
Shown for planning. Direct checkout remains quote-only until fresh market pricing and availability are checked.
Price chart shows Estonian market averages before assembly/configuration markup; quote-only pricing is manually confirmed before payment.
Direct checkout blocker
CPU: Intel Core i7-14700K - market price is stale
Quote-only because the latest market pricing is stale.
Fresh, non-fallback Estonian market pricing is required before Stripe payment can be opened. Use the verified quote request on this page for manual review.
What happens after your quote request
- No payment is taken from the quote request form.
- We review your use case, model targets, timeline, and budget.
- We verify suitable parts and current Estonian market pricing.
- Possible substitutions or changes are confirmed before any payment link.
- 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.
Request a verified quote
The request does not take payment. We manually verify price and availability, then confirm substitutions or changes before offering any payment link.
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
Cancellations and changes are confirmed in writing through the quote or order thread; after sourcing or assembly begins, custom-order handling may depend on order state.
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.