DeepSeek-R1 vs Ornith-1.0-397B-FP8
Specs, VRAM requirements and download trends — updated 6 August 2026.
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | DeepSeek-R1 | Ornith-1.0-397B-FP8 |
|---|---|---|
| Parameters | 684.5 B | 396.8 B |
| Architecture | DeepseekV3ForCausalLM | Qwen3_5MoeForConditionalGeneration |
| Context length | 163,840 | — |
| Licence | mit | mit |
| Commercial use | Allowed | Allowed |
| Languages | — | — |
| Downloads 30d | 9,934,359 | 672,806 |
| Downloads all time | 46.8 M | 771 K |
| Quantizations on the Hub | SAFETENSORS | SAFETENSORS |
| Gated | No | No |
| First seen on the Hub | 2025-01-20 | 2026-06-25 |
Download trend
10 days of snapshots recorded — the trend chart unlocks at 7 days.
VRAM side by side
On RTX 4090 · 24 GB · 8K context unless noted
Ornith-1.0-397B-FP8 · fp16
505.7 GB / 24 GB
DeepSeek-R1 · fp16 @ 160K ctx
2,811.5 GB / 24 GB