GB10 for Legal DocMatch / RAG
Legal RAG over large matters benefits from memory headroom — a capable model plus a big retrieval index. A GB10-class appliance keeps it all on a compact box inside the firm, satisfying confidentiality. Specs are provisional.
Headroom for big matters
Large document sets and a capable model fit comfortably in GB10's unified memory, supporting cited evidence search across many matters.
Confidential by construction
Documents, index and model all stay on the firm's hardware — nothing leaves the building.
Featured chips
Recommended models
- 1DeepSeek-R1 671B (MoE)DeepSeek · ~671B · 128K ctx · MIT
The full DeepSeek-R1, included to anchor the top of the reasoning tier. Only the distilled variants are realistic for single-box local deployment. Figures are placeholders.
Minimum: Supermicro 8x H100 SuperServerRecommended: Supermicro 8x H100 SuperServer - 2Llama 3.1 405BLlama · ~405B · 128K ctx · Llama Community License
Frontier-scale open weights, listed to anchor the high end. Plan for a server cluster or rented cloud GPUs.
Minimum: Supermicro 8x H100 SuperServerRecommended: Supermicro 8x H100 SuperServer - 3Qwen3 235B-A22B (MoE)Qwen · ~235B · 128K ctx · Apache-2.0
A frontier-class open MoE. Memory is bounded by total params; throughput benefits from sparse activation. Figures are placeholders — verify before planning hardware.
Minimum: NVIDIA B200 (placeholder)Recommended: NVIDIA B200 (placeholder) - 4Qwen2.5 72BQwen · ~72B · 128K ctx · Qwen License
A top-tier open model for coding and reasoning; a strong backbone for a private Business Command Center.
Minimum: Apple Mac mini (M4 Pro)Recommended: NVIDIA B200 (placeholder) - 5Llama 3.1 70BLlama · ~70B · 128K ctx · Llama Community License
The previous-generation flagship; still excellent. Prefer Llama 3.3 70B where available for similar footprint and better instruction following.
Minimum: NVIDIA RTX A6000Recommended: NVIDIA B200 (placeholder)
Recommended hardware
- 87/100NVIDIA RTX PRO 6000 BlackwellNVIDIA · Professional GPUs
- 87/100HP Z8 Fury G5 WorkstationHP · AI Workstations
- 87/100Lenovo ThinkStation PX WorkstationLenovo · AI Workstations
- 87/100Supermicro AI WorkstationSupermicro · AI Workstations
- 75/100Quad RTX 4090 AI Workstation (reference profile)Reference · AI Workstations
- 74/100Dell Precision 7960 AI WorkstationDell · AI Workstations
Frequently asked questions
Is GB10 good for legal document search?+
Its unified memory holds a capable model plus a large retrieval index for cited evidence search, all on-prem — a fit for confidential legal RAG. Verify specs first.