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| Version number | Release date | Parameters | Notes |
|---|---|---|---|
| 1.1, 1.2, 1.3, 1.4 | August 2022 | All released by CompVis. There is no "version 1.0". 1.1 gave rise to 1.2, and 1.2 gave rise to both 1.3 and 1.4. | |
| 1.5 | October 2022 | 983M | Initialized with the weights of 1.2, not 1.4. Released by RunwayML. |
| 2.0 | November 2022 | Retrained from scratch on a filtered dataset. | |
| 2.1 | December 2022 | Initialized with the weights of 2.0. | |
| XL 1.0 | July 2023 | 3.5B | The XL 1.0 base model has 3.5 billion parameters, making it around 3.5x larger than previous versions. |
| XL Turbo | November 2023 | Distilled from XL 1.0 to run in fewer diffusion steps. | |
| 3.0 | February 2024 (early preview) | 800M to 8B | A family of models. |
| 3.5 | October 2024 | 2.5B to 8B | A family of models with Large (8 billion parameters), Large Turbo (distilled from SD 3.5 Large), and Medium (2.5 billion parameters). |
| cascade | December 2024 |
Models Summary for IPEX SD.Next image generation
| Model | Resolution | Steps | CFG | Sampler | Time | test | comments |
|---|---|---|---|---|---|---|---|
| FLUX.1-dev | 512x512 768x768 | 20 100 | 2-3 0-9+ | Euler FlowMatch DPM2++ SDE FlowMatch | 2m 30.14s 11m 30.82s | Test 5 - FLUX.1-dev - steps and guidance Test 6 - FLUX.1-dev - Sampling methods | defaults 1024x1024, CFG 3.5, Steps 50 Need to sign in and agree to the license |
| SANA1.5_4.8B_1024px | 768x768 1024x1024 | 20+ | * | Default, Euler FlowMatch DPM2++ 2M FlowMatch | 2m 19.11s | Test 23 - SANA 1.5 4.8B 1024px - Steps | https://nvlabs.github.io/Sana/Sana-1.5/ defaults 1024x1024, CFG 4.5, Steps 20 |
| 512x512 1280x1280 | 20 | 2-9+ | Default | 1m 29.33s 21m 50.30s | Test 8 - Lumina-Image-2.0 - steps and guidance | defaults 1024x1024, CFG 4.0, Steps 50 | |
| Chroma | 768x768 | 20 | 2-4 | Euler FlowMatch DPM2++ SDE FlowMatch | 21m |
| 19.45s | Test 19 - Chroma - steps and guidance | defaults 1024x1024, CFG 3.5, Steps 50 | ||||
| shuttle-3.1-aesthetic | 768x768 | 16+ | * | DPM2++ 2M FlowMatch | 3m 39.65s | Test 21 - shuttle-3.1-aesthetic - steps and samplers |
| defaults 1024x1024, CFG 3.5, Steps |
| 4 | |||||||
| OmniGen v1 | 512x512 | 20+ | 2+ | Default | 2m 11.91s | Test 10 - OmniGen-v1 - steps and guidance | defaults 1024x1024, CFG 2.5, Steps 50 |
| OmniGen v2 | 1024x1024 |
| 32+ |
| * | Default | 24m 51.37s | Test 22 - OmniGen-v2 - steps and guidance | ||||
| HiDream-I1-Full | 1024x1024 | 20 50+ | 2-6 0+ | Default | 15m 45.30s 38m 49.60s | Test 12 - HiDream I1 Full - steps and guidance | defaults Steps 50 |
| HiDream-I1-Fast | 1024x1024 | 8+ | 1-2 | Default | 3m 32.21s | Test 13 - HiDream I1 Fast - steps and guidance | defaults Steps 16 |
| HiDream-I1-Dev | 1024x1024 | 16+ | 1-2 | Default | 12m 38.12s | Test 14 - HiDream I1 Dev - steps and guidance | defaults Steps 28 |
| stable-cascade | 1024x1024 | 20+ | 2+ | Default | 2m 44.11s | Test 4 - |
| Stable Cascade - steps and guidance | ||||||
| SD3.5-large-turbo | 512x512 768x768 | 8+ | 0-4 | Default | 1m 18.23s | Test 15 - |
| Stable Diffusion 3.5 Large Turbo - steps and guidance | defaults CFG 0.0, Steps 4 Need to sign in and agree to the license | ||||||
| Cosmos-Predict2-14B | 1024x1024 | 16+ | 2+ | Default | 23m 33.78s | Test 17 - Cosmos Predict2 14B - steps and guidance | height and width have to be divisible by 16 Need to sign in and agree to the license |
| Kolors* | 1024x1024 | 16+ | 3-8 | Default | 18m 39.49s | Test 20 - Kolors - steps and guidance | defaults CFG=5, Steps=50 |
* Kolors executed on openvino, not ipex
SD.Next Supported Models
Sorted by model parameters
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