Model reference · open weights
ideogram_4_turbotime_lora is an open-weight image model from ostris, listed in the AxForge catalogue. AxForge can bring it up on EU-owned hardware for you on request — with the licence handled where one is required.
About
Ideogram 4 TurboTime LoRA This LoRA will turn Ideogram 4 into a few step model. It is capable of generating good quality images in as little as 2 steps with no CFG and no unconditional model. It was created with a continuious turbo training method I am working on and still perfecting. I will release more information on that once it is fully polished. This will likely recieve updated versions as the method improves. Some samples using the default AI Toolkit prompts at 8 step
Summarised from the published model card. Read the full card on the HuggingFace links below.
Specifications
| Maker | ostris |
|---|---|
| Type | Image models |
| Variants | 1 |
| Runs with | diffusers |
| Based on | ideogram-ai/ideogram-4-fp8 |
| Released | 2026-06-17 |
| Popularity | 11k downloads / month |
| Likes | 135 |
| Licence | Commercial licence needed |
How it works
Variants
Open weights ship in several sizes and precisions. One page, all the variants — pick the one that fits your GPU. VRAM figures are estimates from model size.
| Variant | Params | Precision | VRAM | Fits 16 GB | Weights |
|---|---|---|---|---|---|
| ideogram_4_turbotime_lora | — | BF16 | — | — | Weights ↗ |
Using it via the API
Once AxForge deploys ideogram-4-turbotime-lora for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (ideogram-4-turbotime-lora below is illustrative; you get the exact model name on deployment.)
$ curl -sS https://api.axforge.ai/v1/images/generations \
-H "Authorization: Bearer $AXFORGE_API_KEY" \
-H "Content-Type: application/json" \
-d '{"model":"ideogram-4-turbotime-lora","prompt":"a red bicycle","size":"1024x1024"}'
Details
Tags
Licence
The weights are open but its licence needs a commercial agreement for business use. AxForge can arrange that licence and host the model for you — you pay AxForge, we settle with the model’s maker. Ask us for a quote. Read the licence ↗