Text-to-Image
Diffusers
Safetensors
Ideogram4SDNQPipeline
ideogram
sdnq
uint4
diffusion
typography
8-bit precision
Instructions to use WaveCut/ideogram-4-sdnq-uint4 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use WaveCut/ideogram-4-sdnq-uint4 with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("WaveCut/ideogram-4-sdnq-uint4", 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 benchmark/original_metrics.jsonl from WaveCut/ideogram-4-sdnq-uint4: direct link, hf CLI and curl.
- Browser
- Download file 5.16 kB
-
https://huggingface.co/WaveCut/ideogram-4-sdnq-uint4/resolve/main/benchmark/original_metrics.jsonl
- Command line
-
hf download hf://WaveCut/ideogram-4-sdnq-uint4/benchmark/original_metrics.jsonl
-
curl -L -o original_metrics.jsonl https://huggingface.co/WaveCut/ideogram-4-sdnq-uint4/resolve/main/benchmark/original_metrics.jsonl
5.16 kB
| {"name": "original_load", "elapsed_seconds": 267.8321040520095, "gpu_before_mb": 561, "gpu_after_mb": 28759, "gpu_peak_mb": 28759, "torch_peak_allocated_mb": 26578.111328125, "torch_peak_reserved_mb": 28198.0, "variant": "original"} | |
| {"name": "original_generate", "elapsed_seconds": 17.904404125991277, "gpu_before_mb": 27409, "gpu_after_mb": 35055, "gpu_peak_mb": 35055, "torch_peak_allocated_mb": 30214.517578125, "torch_peak_reserved_mb": 34386.0, "variant": "original", "case_id": "editorial_watch_photo", "case_index": 0, "seed": 4101, "height": 1024, "width": 1024, "preset": "V4_DEFAULT_20", "request_temperature": "cold", "image": "/workspace/ideogram4_lab/results/original/images/01_editorial_watch_photo_original.png"} | |
| {"name": "original_generate", "elapsed_seconds": 17.435602533019846, "gpu_before_mb": 27549, "gpu_after_mb": 35039, "gpu_peak_mb": 35039, "torch_peak_allocated_mb": 30206.37060546875, "torch_peak_reserved_mb": 34370.0, "variant": "original", "case_id": "risograph_botanical_poster", "case_index": 1, "seed": 4102, "height": 1024, "width": 1024, "preset": "V4_DEFAULT_20", "request_temperature": "hot", "image": "/workspace/ideogram4_lab/results/original/images/02_risograph_botanical_poster_original.png"} | |
| {"name": "original_generate", "elapsed_seconds": 17.781690142001025, "gpu_before_mb": 27549, "gpu_after_mb": 35099, "gpu_peak_mb": 35099, "torch_peak_allocated_mb": 30225.720703125, "torch_peak_reserved_mb": 34430.0, "variant": "original", "case_id": "cyrillic_cafe_menu", "case_index": 2, "seed": 4103, "height": 1024, "width": 1024, "preset": "V4_DEFAULT_20", "request_temperature": "hot", "image": "/workspace/ideogram4_lab/results/original/images/03_cyrillic_cafe_menu_original.png"} | |
| {"name": "original_generate", "elapsed_seconds": 17.494729810015997, "gpu_before_mb": 27549, "gpu_after_mb": 35053, "gpu_peak_mb": 35053, "torch_peak_allocated_mb": 30213.90673828125, "torch_peak_reserved_mb": 34384.0, "variant": "original", "case_id": "brutalist_architecture", "case_index": 3, "seed": 4104, "height": 1024, "width": 1024, "preset": "V4_DEFAULT_20", "request_temperature": "hot", "image": "/workspace/ideogram4_lab/results/original/images/04_brutalist_architecture_original.png"} | |
| {"name": "original_generate", "elapsed_seconds": 17.477317612007027, "gpu_before_mb": 27549, "gpu_after_mb": 35039, "gpu_peak_mb": 35039, "torch_peak_allocated_mb": 30206.37060546875, "torch_peak_reserved_mb": 34370.0, "variant": "original", "case_id": "ink_manga_rain", "case_index": 4, "seed": 4105, "height": 1024, "width": 1024, "preset": "V4_DEFAULT_20", "request_temperature": "hot", "image": "/workspace/ideogram4_lab/results/original/images/05_ink_manga_rain_original.png"} | |
| {"name": "original_generate", "elapsed_seconds": 17.449652091017924, "gpu_before_mb": 27549, "gpu_after_mb": 35041, "gpu_peak_mb": 35041, "torch_peak_allocated_mb": 30209.64306640625, "torch_peak_reserved_mb": 34372.0, "variant": "original", "case_id": "museum_clay_render", "case_index": 5, "seed": 4106, "height": 1024, "width": 1024, "preset": "V4_DEFAULT_20", "request_temperature": "hot", "image": "/workspace/ideogram4_lab/results/original/images/06_museum_clay_render_original.png"} | |
| {"name": "original_generate", "elapsed_seconds": 17.48920578099205, "gpu_before_mb": 27549, "gpu_after_mb": 35041, "gpu_peak_mb": 35041, "torch_peak_allocated_mb": 30207.7958984375, "torch_peak_reserved_mb": 34372.0, "variant": "original", "case_id": "food_packaging_label", "case_index": 6, "seed": 4107, "height": 1024, "width": 1024, "preset": "V4_DEFAULT_20", "request_temperature": "hot", "image": "/workspace/ideogram4_lab/results/original/images/07_food_packaging_label_original.png"} | |
| {"name": "original_generate", "elapsed_seconds": 17.515618185978383, "gpu_before_mb": 27549, "gpu_after_mb": 35069, "gpu_peak_mb": 35069, "torch_peak_allocated_mb": 30217.66455078125, "torch_peak_reserved_mb": 34400.0, "variant": "original", "case_id": "fantasy_map_typography", "case_index": 7, "seed": 4108, "height": 1024, "width": 1024, "preset": "V4_DEFAULT_20", "request_temperature": "hot", "image": "/workspace/ideogram4_lab/results/original/images/08_fantasy_map_typography_original.png"} | |
| {"name": "original_generate", "elapsed_seconds": 17.44910855300259, "gpu_before_mb": 27549, "gpu_after_mb": 35033, "gpu_peak_mb": 35033, "torch_peak_allocated_mb": 30204.537109375, "torch_peak_reserved_mb": 34364.0, "variant": "original", "case_id": "streetwear_lookbook", "case_index": 8, "seed": 4109, "height": 1024, "width": 1024, "preset": "V4_DEFAULT_20", "request_temperature": "hot", "image": "/workspace/ideogram4_lab/results/original/images/09_streetwear_lookbook_original.png"} | |
| {"name": "original_generate", "elapsed_seconds": 17.518164148001233, "gpu_before_mb": 27549, "gpu_after_mb": 35055, "gpu_peak_mb": 35055, "torch_peak_allocated_mb": 30214.31396484375, "torch_peak_reserved_mb": 34386.0, "variant": "original", "case_id": "scientific_cutaway", "case_index": 9, "seed": 4110, "height": 1024, "width": 1024, "preset": "V4_DEFAULT_20", "request_temperature": "hot", "image": "/workspace/ideogram4_lab/results/original/images/10_scientific_cutaway_original.png"} | |