Text-to-Image
Diffusers
Safetensors
English
Krea2Pipeline
image-generation
krea2
orbitquant
w4a4
4-bit precision
quantized
8-bit precision
Instructions to use WaveCut/Krea-2-Turbo-OrbitQuant-W4A4 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use WaveCut/Krea-2-Turbo-OrbitQuant-W4A4 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/Krea-2-Turbo-OrbitQuant-W4A4", 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
Add final public-load verification evidence
Browse files- .gitattributes +1 -0
- README.md +1 -0
- SHA256SUMS +3 -1
- artifacts/diagnostics/final-public-clean-load.png +3 -0
- benchmark/final-public-audit.json +46 -0
.gitattributes
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@@ -78,3 +78,4 @@ artifacts/diagnostics/img-in/sky/published-native.png filter=lfs diff=lfs merge=
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artifacts/diagnostics/img-in/studio-flat/flat-vector-matrix.png filter=lfs diff=lfs merge=lfs -text
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artifacts/diagnostics/img-in/studio-flat/studio-matrix.png filter=lfs diff=lfs merge=lfs -text
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runtime/orbitquant-0.9.2-py3-none-any.whl filter=lfs diff=lfs merge=lfs -text
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artifacts/diagnostics/img-in/studio-flat/flat-vector-matrix.png filter=lfs diff=lfs merge=lfs -text
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artifacts/diagnostics/img-in/studio-flat/studio-matrix.png filter=lfs diff=lfs merge=lfs -text
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runtime/orbitquant-0.9.2-py3-none-any.whl filter=lfs diff=lfs merge=lfs -text
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artifacts/diagnostics/final-public-clean-load.png filter=lfs diff=lfs merge=lfs -text
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README.md
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@@ -48,6 +48,7 @@ The embedded preview links to the lossless **8192×10720** matrix. Every source
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python -m venv .venv
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source .venv/bin/activate
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pip install -r https://huggingface.co/WaveCut/Krea-2-Turbo-OrbitQuant-W4A4/resolve/main/runtime-requirements.txt
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orbitquant kernels-install --build
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```
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python -m venv .venv
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source .venv/bin/activate
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pip install -r https://huggingface.co/WaveCut/Krea-2-Turbo-OrbitQuant-W4A4/resolve/main/runtime-requirements.txt
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hf download WaveCut/Krea-2-Turbo-OrbitQuant-W4A4 scripts/run_inference.py --local-dir .
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orbitquant kernels-install --build
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```
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SHA256SUMS
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b82a2805162bde714a4eb27b9063c4fc3345d08a30be055134a6160e5430ba74 LICENSE.pdf
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861441e63575f508c926afa86428b020ba5164a5a56457a03bc5d5f30a545901 MODIFICATIONS.md
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3d29dd49142ad49a49304e8ef7f40b6cad1f3f82a37a73524dad187b1d8b5cca NOTICE
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-
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e9401f0be07d3eb816236ccaab6512e11bc522b97e5b580aabcfa6c08ae1511d artifacts/diagnostics/ffn-protection/images/M1-ff-down-only.png
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fe92e79b676f31843c067962894cf26442e25a5adaac5608ea319e4e4b28bfe8 artifacts/diagnostics/ffn-protection/images/M2-ff-down-time-mod.png
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dff95c295e2a8ae283020d5f42e804ce929888ff1aa651c0c473b5ab2890113c artifacts/diagnostics/ffn-protection/images/M3-ff-down-boundaries.png
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a8535e0c9b3711836220554ff90d7d06b419f26615e5a31eacf47417dc7dcc76 benchmark/denoiser/shared-activation-runtime.json
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36a2b9f73dfb0688502ca889d976cd7e13d9cb6546abe5a5801589d638c76aea benchmark/dummy-preflight.json
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b3d43c523d2fffb171267b22e4d2f2679c0441d706b74f90ae935f2b766cd7c0 benchmark/environment.json
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3c6c4f22d51711cb7bfd782e1a3222ddc489869a7bca7dfa2a152f06792e745e benchmark/final-transformer-build.json
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8a907646770e24a9d65e128882a411ce33b7c476a17d283c0f3aa0a812c5d373 benchmark/orbitquant.cold-cache.summary.json
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21d930f591bc03f9d6a5e65f2f037ef90f2a4400d76afced3a0d28cc10ce41c1 benchmark/orbitquant.metrics.csv
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b82a2805162bde714a4eb27b9063c4fc3345d08a30be055134a6160e5430ba74 LICENSE.pdf
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861441e63575f508c926afa86428b020ba5164a5a56457a03bc5d5f30a545901 MODIFICATIONS.md
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3d29dd49142ad49a49304e8ef7f40b6cad1f3f82a37a73524dad187b1d8b5cca NOTICE
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+
69189f2a60be6d4e63ac057e5d1bf58ac6f298e49e39f8b826e39a05257c6ee7 README.md
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5f3d0d1994d781bedab46b9a84eb70dbb1ad18a004f6d7808a644051d44bbc37 artifacts/diagnostics/final-public-clean-load.png
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e9401f0be07d3eb816236ccaab6512e11bc522b97e5b580aabcfa6c08ae1511d artifacts/diagnostics/ffn-protection/images/M1-ff-down-only.png
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fe92e79b676f31843c067962894cf26442e25a5adaac5608ea319e4e4b28bfe8 artifacts/diagnostics/ffn-protection/images/M2-ff-down-time-mod.png
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dff95c295e2a8ae283020d5f42e804ce929888ff1aa651c0c473b5ab2890113c artifacts/diagnostics/ffn-protection/images/M3-ff-down-boundaries.png
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a8535e0c9b3711836220554ff90d7d06b419f26615e5a31eacf47417dc7dcc76 benchmark/denoiser/shared-activation-runtime.json
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36a2b9f73dfb0688502ca889d976cd7e13d9cb6546abe5a5801589d638c76aea benchmark/dummy-preflight.json
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b3d43c523d2fffb171267b22e4d2f2679c0441d706b74f90ae935f2b766cd7c0 benchmark/environment.json
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949cdefc79c2b535e1df67151bfb1bb00e000c1cc17fd2c593e492f616de219c benchmark/final-public-audit.json
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3c6c4f22d51711cb7bfd782e1a3222ddc489869a7bca7dfa2a152f06792e745e benchmark/final-transformer-build.json
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8a907646770e24a9d65e128882a411ce33b7c476a17d283c0f3aa0a812c5d373 benchmark/orbitquant.cold-cache.summary.json
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21d930f591bc03f9d6a5e65f2f037ef90f2a4400d76afced3a0d28cc10ce41c1 benchmark/orbitquant.metrics.csv
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artifacts/diagnostics/final-public-clean-load.png
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Git LFS Details
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benchmark/final-public-audit.json
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{
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"status": "pass",
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"checked_at_utc": "2026-08-18T12:25:50Z",
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"repo_id": "WaveCut/Krea-2-Turbo-OrbitQuant-W4A4",
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"verified_revision": "f84e201c2c263347c2774daef2fe175d619c2323",
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"access": {
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"anonymous": true,
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"private": false,
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"gated": false
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},
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"clean_load": {
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"hf_home": "/workspace/hf-public-clean",
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"runtime_wheel_source": "https://huggingface.co/WaveCut/Krea-2-Turbo-OrbitQuant-W4A4/resolve/f84e201c2c263347c2774daef2fe175d619c2323/runtime/orbitquant-0.9.2-py3-none-any.whl",
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+
"runner_source": "scripts/run_inference.py at the verified revision",
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"output": "artifacts/diagnostics/final-public-clean-load.png",
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"output_sha256": "5f3d0d1994d781bedab46b9a84eb70dbb1ad18a004f6d7808a644051d44bbc37",
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"width": 2048,
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"height": 2048,
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"steps": 8,
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"seed": 0,
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"torch_peak_mib": 16788.08544921875
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},
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"qwen": {
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+
"orbitquant_linear_count": 356,
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+
"executed_orbitquant_linear_count": 252,
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+
"effective_runtime_modes": [
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"native_packed_matmul"
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],
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"shared_activation_cache_hit_count": 108,
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"full_dequantized_cache_count": 0
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},
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"dit": {
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"orbitquant_linear_count": 232,
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"executed_orbitquant_linear_count": 232,
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"effective_runtime_modes": [
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"native_packed_matmul"
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],
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"shared_activation_cache_hit_count": 120,
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+
"full_dequantized_cache_count": 0
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+
},
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"card_link_audit": {
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"checked_urls": 12,
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"http_200": 12,
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"broken_urls": []
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}
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}
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