Text-to-Image
Diffusers
Safetensors
QwenImage21Pipeline
image-generation
image-editing
bitsandbytes
int8
qwen-image-2.1-turbo
8-bit precision
Instructions to use ixim/Image21-Turbo-INT8 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use ixim/Image21-Turbo-INT8 with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("ixim/Image21-Turbo-INT8", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
Download evaluation/native/comparison.csv from ixim/Image21-Turbo-INT8: direct link, hf CLI and curl.
- Browser
- Download file 830 Bytes
-
https://huggingface.co/ixim/Image21-Turbo-INT8/resolve/main/evaluation/native/comparison.csv
- Command line
-
hf download hf://ixim/Image21-Turbo-INT8/evaluation/native/comparison.csv
-
curl -L -o comparison.csv https://huggingface.co/ixim/Image21-Turbo-INT8/resolve/main/evaluation/native/comparison.csv
830 Bytes
| case_id,seed,bf16_seconds,int8_seconds,speed_ratio_bf16_over_int8,bf16_peak_allocated_gib,int8_peak_allocated_gib,rgb_mae_white,rgb_psnr_white_db,alpha_mae | |
| portrait,42,45.84938879997935,33.39812040000106,1.372813447309385,26.88521718978882,26.88660764694214,0.009995351545512676,34.53989133613448,7.891123095760122e-05 | |
| portrait,123,46.31201169997803,32.9852688999963,1.404021044678621,26.88521718978882,26.889939785003662,0.01687231846153736,27.97886267462918,0.00010096422192873433 | |
| edit_boat,20261009,87.83505130000412,52.009235200006515,1.6888356647088925,26.92584800720215,26.925050735473633,0.009045521728694439,28.65066580784599,0.00013777879939880222 | |
| edit_boat,20261010,65.72349119998398,56.786246100004064,1.1573839743560594,26.92584800720215,26.925050735473633,0.007108740974217653,31.25130560554737,0.0001116407074732706 | |