Diffusers
Safetensors
OrbitQuantComponentArtifact
orbitquant
quantized
diffusion-transformer
8-bit precision
Instructions to use WaveCut/Z-Image-Turbo-OrbitQuant-W2A3 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use WaveCut/Z-Image-Turbo-OrbitQuant-W2A3 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/Z-Image-Turbo-OrbitQuant-W2A3", 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
Restore OrbitQuant native smoke proof
Browse files- README.md +15 -0
- SHA256SUMS +3 -3
- benchmark/summary.json +227 -1
- orbitquant_manifest.json +1 -1
README.md
CHANGED
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@@ -75,6 +75,21 @@ Use these settings when comparing this artifact against the BF16 source model or
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- Release-grade GenEval metrics: not included in this artifact.
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- The model card reports artifact-level validation status only.
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## Quantization
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- Method: `orbitquant`
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- Release-grade GenEval metrics: not included in this artifact.
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- The model card reports artifact-level validation status only.
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## Native Validation Proof
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The compact benchmark summary records native BF16-vs-OrbitQuant evidence for the comparison matrix below. Raw generation records are kept local-only and are not part of this published artifact.
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| Evidence | Value |
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| --- | --- |
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| Comparison matrix | `assets/image_generation_comparison_matrix.webp` |
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| Paired prompt/seed count | `10` |
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| BF16 source generated samples | `10` |
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| BF16 source generated frames | `0` |
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| BF16 source nonempty outputs | `10` |
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| OrbitQuant generated samples | `10` |
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| OrbitQuant generated frames | `0` |
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| OrbitQuant nonempty outputs | `10` |
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## Quantization
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- Method: `orbitquant`
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SHA256SUMS
CHANGED
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@@ -1,10 +1,10 @@
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-
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2795c8e4510a596b235bbaf070dc9595d6194e70a61a67d72702fe16eae305ef assets/image_generation_comparison_matrix.webp
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-
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aea099a0445d60c272a2c45a8c4e88fd4b3cedf7181a4b3600873104eb7a7941 model.safetensors
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4d75861b1b5ea3b306e95ccc93f6657fdbc02feab693fdf2a39e7aba83f6f0b7 model_index.json
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04da03ff11a91f322d72c88fe5686e7ebf66972de6ed5ab606e5282e682a332f orbitquant_codebooks.safetensors
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-
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e1724c9394bf83ea05da6b457b8072d2bcb3d5a533dafce916da8deb517d3825 orbitquant_rotations.safetensors
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65ec8afff39a6cf80feee2eac2f06fa66e51cd471a8382f4355a04fd74eda0af prompts.json
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d0572afbae9999d041bcc4ad6445dd4b1abd344df713e9848e40a706aac0c4fc quantization_config.json
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+
9b8732d36fe23541ebdc57f5b39b122c71a64abfb86fa6f1a1921e91e0647700 README.md
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2795c8e4510a596b235bbaf070dc9595d6194e70a61a67d72702fe16eae305ef assets/image_generation_comparison_matrix.webp
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+
8d0639f28dc3181e2fabfc8036de0e1d329b98fc6666fb807e03382c67d69ec3 benchmark/summary.json
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aea099a0445d60c272a2c45a8c4e88fd4b3cedf7181a4b3600873104eb7a7941 model.safetensors
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4d75861b1b5ea3b306e95ccc93f6657fdbc02feab693fdf2a39e7aba83f6f0b7 model_index.json
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04da03ff11a91f322d72c88fe5686e7ebf66972de6ed5ab606e5282e682a332f orbitquant_codebooks.safetensors
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+
f1ffe2b6eee1dcc054cf3752a90d00851f15d98af857b15fde4384267dec46b4 orbitquant_manifest.json
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e1724c9394bf83ea05da6b457b8072d2bcb3d5a533dafce916da8deb517d3825 orbitquant_rotations.safetensors
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65ec8afff39a6cf80feee2eac2f06fa66e51cd471a8382f4355a04fd74eda0af prompts.json
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d0572afbae9999d041bcc4ad6445dd4b1abd344df713e9848e40a706aac0c4fc quantization_config.json
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benchmark/summary.json
CHANGED
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@@ -36,5 +36,231 @@
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},
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"published_summary": "compact",
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"raw_generation_records": "local-only",
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-
"activation_eps": 1e-12
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}
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},
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"published_summary": "compact",
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"raw_generation_records": "local-only",
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+
"activation_eps": 1e-12,
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"native_smoke": {
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+
"proof_format": "orbitquant-native-smoke-v1",
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"proof_source": "local_paired_native_smoke_backup",
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+
"comparison_asset_path": "assets/image_generation_comparison_matrix.webp",
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+
"paired_prompt_seed_count": 10,
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+
"paired_prompt_seed_keys": [
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[
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"z-image-native",
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"0",
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"color-binding"
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],
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[
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"z-image-native",
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"0",
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"counting"
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],
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[
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"z-image-native",
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"0",
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"cyrillic-text-rendering"
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],
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[
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"z-image-native",
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"0",
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"english-text-rendering"
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],
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[
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"z-image-native",
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"0",
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"long-prompt"
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],
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[
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"z-image-native",
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"0",
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"occlusion-reflection"
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],
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[
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"z-image-native",
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"0",
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"simple-object"
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],
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[
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"z-image-native",
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"0",
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"spatial-relationship"
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],
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[
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"z-image-native",
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"0",
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"style-heavy"
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],
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[
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"z-image-native",
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"0",
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"two-object-composition"
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]
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],
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"splits": {
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"original": {
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"records": 10,
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"generated_samples": 10,
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"generated_frames": 0,
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"nonempty_output_count": 10,
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"seeds": [
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"0"
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],
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"prompt_ids": [
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"color-binding",
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"counting",
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"cyrillic-text-rendering",
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"english-text-rendering",
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"long-prompt",
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"occlusion-reflection",
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"simple-object",
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"spatial-relationship",
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"style-heavy",
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"two-object-composition"
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],
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"pair_keys": [
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[
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"z-image-native",
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"0",
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"color-binding"
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],
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[
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"z-image-native",
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"0",
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"counting"
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],
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[
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"z-image-native",
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"0",
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"cyrillic-text-rendering"
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],
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[
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"z-image-native",
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"0",
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"english-text-rendering"
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],
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[
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"z-image-native",
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"0",
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"long-prompt"
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],
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[
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"z-image-native",
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"0",
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"occlusion-reflection"
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],
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[
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"z-image-native",
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"0",
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"simple-object"
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],
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[
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"z-image-native",
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"0",
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"spatial-relationship"
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],
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[
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"z-image-native",
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"0",
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"style-heavy"
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],
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[
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"z-image-native",
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"0",
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"two-object-composition"
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]
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],
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"native_settings": [
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{
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"frames": null,
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"guidance": 0.0,
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"height": 1024,
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"steps": 10,
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"suite": "z-image-native",
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"width": 1024
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}
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]
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},
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"orbitquant": {
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"records": 10,
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"generated_samples": 10,
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+
"generated_frames": 0,
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+
"nonempty_output_count": 10,
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"seeds": [
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"0"
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],
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"prompt_ids": [
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"color-binding",
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"counting",
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"cyrillic-text-rendering",
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"english-text-rendering",
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"long-prompt",
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"occlusion-reflection",
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"simple-object",
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"spatial-relationship",
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"style-heavy",
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+
"two-object-composition"
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],
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"pair_keys": [
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[
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"z-image-native",
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"0",
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"color-binding"
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],
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[
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"z-image-native",
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"0",
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"counting"
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],
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[
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"z-image-native",
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"0",
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"cyrillic-text-rendering"
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],
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[
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"z-image-native",
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"0",
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"english-text-rendering"
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],
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[
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"z-image-native",
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"0",
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"long-prompt"
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],
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[
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"z-image-native",
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"0",
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"occlusion-reflection"
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],
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[
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"z-image-native",
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"0",
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"simple-object"
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],
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[
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"z-image-native",
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"0",
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"spatial-relationship"
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],
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[
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"z-image-native",
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"0",
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"style-heavy"
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],
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[
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"z-image-native",
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"0",
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"two-object-composition"
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]
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],
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"native_settings": [
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{
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+
"frames": null,
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+
"guidance": 0.0,
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"height": 1024,
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"steps": 10,
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"suite": "z-image-native",
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"width": 1024
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}
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]
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}
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}
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}
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}
|
orbitquant_manifest.json
CHANGED
|
@@ -2721,7 +2721,7 @@
|
|
| 2721 |
]
|
| 2722 |
},
|
| 2723 |
"checksums": {
|
| 2724 |
-
"benchmark/summary.json": "
|
| 2725 |
"model.safetensors": "aea099a0445d60c272a2c45a8c4e88fd4b3cedf7181a4b3600873104eb7a7941",
|
| 2726 |
"model_index.json": "4d75861b1b5ea3b306e95ccc93f6657fdbc02feab693fdf2a39e7aba83f6f0b7",
|
| 2727 |
"orbitquant_codebooks.safetensors": "04da03ff11a91f322d72c88fe5686e7ebf66972de6ed5ab606e5282e682a332f",
|
|
|
|
| 2721 |
]
|
| 2722 |
},
|
| 2723 |
"checksums": {
|
| 2724 |
+
"benchmark/summary.json": "8d0639f28dc3181e2fabfc8036de0e1d329b98fc6666fb807e03382c67d69ec3",
|
| 2725 |
"model.safetensors": "aea099a0445d60c272a2c45a8c4e88fd4b3cedf7181a4b3600873104eb7a7941",
|
| 2726 |
"model_index.json": "4d75861b1b5ea3b306e95ccc93f6657fdbc02feab693fdf2a39e7aba83f6f0b7",
|
| 2727 |
"orbitquant_codebooks.safetensors": "04da03ff11a91f322d72c88fe5686e7ebf66972de6ed5ab606e5282e682a332f",
|