Qwen-Image-2.1-Turbo-GGUF vs ideogram-4-fp8

Specs, VRAM requirements and download trends — updated 10 November 2026.

unsloth · A · Open weights
Params
—
Context
—
30d
1.4 M
ideogram-ai · B · Open weights
Params
9.3 B
Context
—
30d
67 K

Specification comparison

Differences are highlighted; identical values are muted.

Specification Qwen-Image-2.1-Turbo-GGUF ideogram-4-fp8
Parameters — 9.3 B
Architecture — —
Context length — —
Licence other other
Commercial use Unknown Unknown
Languages 2 —
Downloads 30d 1,353,233 67,469
Downloads all time 1.4 M 295 K
Quantizations on the Hub GGUF SAFETENSORS
Gated No Yes — accept licence
First seen on the Hub 2026-10-10 2026-05-30

Download trend

Daily snapshots, last 30 days (12 Oct – 10 Nov)

1.4 M32 K
Qwen-Image-2.1-Turbo-GGUF ideogram-4-fp8 A overtook B on 13 Oct

VRAM side by side

On RTX 4090 · 24 GB · 8K context unless noted

Qwen-Image-2.1-Turbo-GGUF · Q4_K_M 5.1 GB / 24 GB
✅ Runs comfortably
ideogram-4-fp8 · fp16 32.2 GB / 24 GB
❌ Won’t fit

Adjacent comparisons