Fit estimates and live market context for DeepSeek distills and the 671B MoE. Same estimator as the VRAM calculator.
Distill 70B Q4 is ~42.6 GB. Full 671B MoE is multi-GPU or the live cloud tape.
24 GB catalog VRAM. Consumer reference for mid-size distills. 70B-class Q4 does not fit.
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Catalog VRAM only. No invented throughput or street prices.
| Model | FP16 estimate | Q8 estimate | Q4_K_M estimate |
|---|---|---|---|
| R1 Distill 7B | 15.1 GB | 7.6 GB | 4.3 GB |
| R1 Distill 32B | 69.2 GB | 34.9 GB | 19.5 GB |
| R1 Distill 70B | 151.3 GB | 76.3 GB | 42.6 GB |
| R1 / V3 full MoE Total P. Active params are architecture-only. | 1450.4 GB | 731.8 GB | 408.4 GB |
Estimate · Q4_K_M · 4k context · batch 1. For dense 7B–70B this sits ~5–8% above the Q4_K_M GGUF file. Not peak runtime VRAM and not a measured bench.
Same Q4_K_M · 4k · batch 1 helper as the VRAM calculator. A 24 GB card does not hold a 70B-class Q4 row (~42.6 GB).
Open VRAM calculatorOpen the live cloud GPU tracker. Prices come from the current feed — not a fixed dollar floor. Catalog provider count and live offering count are labeled separately.
Open live cloud tracker