LOADING DATASHEET
LOADING DATASHEET
by Ideogram
RANKED #22 OF 74 IMAGES · OVERALL #99 OF 6,618 · VIBE SCORE 6.3 · 188 VOICES
ideogram4-turbo-GGUF on Hugging Face (text to image). 7,532 downloads. Open weights for local or hosted use.
61 mentions
19 mentions
26 weeks · 237 voices
HOLDING UP
Recent vibe is steady. No clear fade in the crowd.
Open weights. You can use a hosted service, or download it and run it yourself, free.
Open weights: download Ideogram 4 once and it's yours. No subscription, no rate limits, works offline.
9.3B parameter DiT with Qwen3-VL text encoder, NF4 weights are about 6.5 GB and FP8 weights are about 11 GB
NVIDIA GeForce RTX 3060 12GB
12 GB VRAM
~$220 USEDNF4 quantized model, low-VRAM offload, 1024x1024, ~45 s/image
NVIDIA GeForce RTX 4070 Ti Super 16GB
16 GB VRAM
~$780 NEWFP8 quantized model with text encoder in VRAM, 1024x1024 to 2K, ~15 s/image
NVIDIA GeForce RTX 4090 24GB
24 GB VRAM
~$1800 NEWFull FP8 or BF16 diffusion backbone at native 2K resolution with Quality 48 steps, ~7 s/image
The three cards above are researched picks. Search the machine you actually have — we only say yes if it should reply at a usable speed, not just load the weights and crawl.
HARDWARE PICKS & PRICES ARE RESEARCHED FROM THE LIVE WEB AND REFRESHED AUTOMATICALLY. TREAT THEM AS BALLPARK, NOT GOSPEL.
Everyday jobs on each of those rigs: how long Ideogram 4 takes, and how good the crowd says it is at that kind of work.
| THE JOB | BARE MINIMUMNVIDIA GeForce RTX 3060 12GB | SWEET SPOTNVIDIA GeForce RTX 4070 Ti Super 16GB | FULL POWERNVIDIA GeForce RTX 4090 24GB |
|---|---|---|---|
| Make an imageone picture at normal settings | ~45 S★★★★★ | ~15 S★★★★★ | ~7 S★★★★★ |
STARS ARE THE COMMUNITY SCORE FOR THAT KIND OF WORK, DOCKED FOR HOW SQUASHED THE WEIGHTS GET AT EACH TIER. TIMES ARE COMPUTED FROM RESEARCHED SPEEDS. BALLPARK, NOT GOSPEL.
Not enough discussion about Ideogram 4 yet to call it. We found 188 posts but people did not say much either way.
162 POSTS · 26 COMMENTS · X · REDDIT · GITHUB
Other models the crowd has fully reviewed, starting with images models like this one.
Ideogram 4.0's Understanding of Characters and IP is Crazy for an Open Model
OK Ideogram 4.0 is Pretty Fun Actually!
(Update) Okims Ideogram 4 - prompt builder V2
Ideogram 4 - Testing some existing IPs.
Realism comparaison: Ideogram 4 vs Krea 2 Turbo.
Ideogram 4.0 Just Open Sourced!
Ideogram 4 Character Reference Workflow
How to bypass Ideogram 4's "Image blocked by safety filter" for swimwear/beachwear (Understanding the filter mechanics)
Nothing but Prompts. Ideogram 4 Has Scary Control.
Because of licensing terms, lewd model trainers can't set "Ideogram 4" as a base model on civitai
Ideogram 4 isn't overhyped, it's underrated
Ostris releases 2-8 step Ideogram 4 Turbo LoRa