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Z-Image-Turbo-OrbitQuant-W2A4

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Safetensors
OrbitQuantComponentArtifact
orbitquant
quantized
diffusion-transformer
8-bit precision
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Keep OrbitQuant model repos focused on final artifacts

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Files changed (11) hide show
  1. .gitattributes +1 -0
  2. README.md +1 -1
  3. SHA256SUMS +3 -9
  4. {reports/native/z-image-w2a4-1348cb6/assets → assets}/image_generation_comparison_matrix.webp +0 -0
  5. orbitquant_manifest.json +1 -7
  6. reports/native/z-image-w2a4-1348cb6/orbitquant-native-eval-20260707.md +0 -49
  7. reports/native/z-image-w2a4-1348cb6/tables/assets.csv +0 -21
  8. reports/native/z-image-w2a4-1348cb6/tables/image_geneval.csv +0 -1
  9. reports/native/z-image-w2a4-1348cb6/tables/missing_required_metrics.csv +0 -3
  10. reports/native/z-image-w2a4-1348cb6/tables/perf.csv +0 -61
  11. reports/native/z-image-w2a4-1348cb6/tables/video_vbench.csv +0 -1
.gitattributes CHANGED
@@ -58,3 +58,4 @@ assets/z-image-native_seed0_original_spatial-relationship.png filter=lfs diff=lf
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  assets/z-image-native_seed0_original_style-heavy.png filter=lfs diff=lfs merge=lfs -text
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  assets/z-image-native_seed0_original_two-object-composition.png filter=lfs diff=lfs merge=lfs -text
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  reports/native/z-image-w2a4-1348cb6/assets/image_generation_comparison_matrix.webp filter=lfs diff=lfs merge=lfs -text
 
 
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  assets/z-image-native_seed0_original_style-heavy.png filter=lfs diff=lfs merge=lfs -text
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  assets/z-image-native_seed0_original_two-object-composition.png filter=lfs diff=lfs merge=lfs -text
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  reports/native/z-image-w2a4-1348cb6/assets/image_generation_comparison_matrix.webp filter=lfs diff=lfs merge=lfs -text
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+ assets/image_generation_comparison_matrix.webp filter=lfs diff=lfs merge=lfs -text
README.md CHANGED
@@ -76,7 +76,7 @@ image.save("z-image-orbitquant.png")
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  The following assets are stored in this artifact and compare the BF16 base generation against the OrbitQuant generation with the same prompt and seed.
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- ![reports/native/z-image-w2a4-1348cb6/assets/image_generation_comparison_matrix.webp](reports/native/z-image-w2a4-1348cb6/assets/image_generation_comparison_matrix.webp)
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  ![assets/original_vs_orbitquant_z-image-native_seed0_W2A4_color-binding.webp](assets/original_vs_orbitquant_z-image-native_seed0_W2A4_color-binding.webp)
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76
 
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  The following assets are stored in this artifact and compare the BF16 base generation against the OrbitQuant generation with the same prompt and seed.
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+ ![assets/image_generation_comparison_matrix.webp](assets/image_generation_comparison_matrix.webp)
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  ![assets/original_vs_orbitquant_z-image-native_seed0_W2A4_color-binding.webp](assets/original_vs_orbitquant_z-image-native_seed0_W2A4_color-binding.webp)
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SHA256SUMS CHANGED
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{reports/native/z-image-w2a4-1348cb6/assets → assets}/image_generation_comparison_matrix.webp RENAMED
File without changes
orbitquant_manifest.json CHANGED
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  }
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reports/native/z-image-w2a4-1348cb6/orbitquant-native-eval-20260707.md DELETED
@@ -1,49 +0,0 @@
1
- # OrbitQuant Native Eval
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-
3
- ## Paper Reproduction Targets
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-
5
- | Group | Model | Bits | Split | Suite | Metrics |
6
- | --- | --- | --- | --- | --- | --- |
7
- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W2A4` | original | z-image-native | generated_samples=1, wall_time_seconds=2.9335910282097757, peak_vram_bytes=23267081728 |
8
- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W2A4` | original | z-image-native | generated_samples=1, wall_time_seconds=2.6818049466237426, peak_vram_bytes=23267076608 |
9
- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W2A4` | original | z-image-native | generated_samples=1, wall_time_seconds=2.686252675950527, peak_vram_bytes=23267061248 |
10
- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W2A4` | original | z-image-native | generated_samples=1, wall_time_seconds=2.6846105470322073, peak_vram_bytes=23267076608 |
11
- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W2A4` | original | z-image-native | generated_samples=1, wall_time_seconds=2.581242698710412, peak_vram_bytes=23267081728 |
12
- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W2A4` | original | z-image-native | generated_samples=1, wall_time_seconds=2.698289734777063, peak_vram_bytes=23267219968 |
13
- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W2A4` | original | z-image-native | generated_samples=1, wall_time_seconds=2.6722631668671966, peak_vram_bytes=23267071488 |
14
- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W2A4` | original | z-image-native | generated_samples=1, wall_time_seconds=2.7126014926470816, peak_vram_bytes=23267091968 |
15
- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W2A4` | original | z-image-native | generated_samples=1, wall_time_seconds=2.71015287283808, peak_vram_bytes=23267117568 |
16
- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W2A4` | original | z-image-native | generated_samples=1, wall_time_seconds=2.7209880319423974, peak_vram_bytes=23267112448 |
17
- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W2A4` | orbitquant | z-image-native | generated_samples=1, wall_time_seconds=4.167964018881321, peak_vram_bytes=24860414464 |
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- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W2A4` | orbitquant | z-image-native | generated_samples=1, wall_time_seconds=3.85699132271111, peak_vram_bytes=24860409344 |
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- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W2A4` | orbitquant | z-image-native | generated_samples=1, wall_time_seconds=3.7785667134448886, peak_vram_bytes=24860393984 |
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- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W2A4` | orbitquant | z-image-native | generated_samples=1, wall_time_seconds=3.7980582900345325, peak_vram_bytes=24860409344 |
21
- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W2A4` | orbitquant | z-image-native | generated_samples=1, wall_time_seconds=3.8263284880667925, peak_vram_bytes=24860414464 |
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- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W2A4` | orbitquant | z-image-native | generated_samples=1, wall_time_seconds=3.797757191117853, peak_vram_bytes=24860552704 |
23
- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W2A4` | orbitquant | z-image-native | generated_samples=1, wall_time_seconds=3.8407103759236634, peak_vram_bytes=24860404224 |
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- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W2A4` | orbitquant | z-image-native | generated_samples=1, wall_time_seconds=3.8706732620485127, peak_vram_bytes=24860424704 |
25
- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W2A4` | orbitquant | z-image-native | generated_samples=1, wall_time_seconds=3.7449542758986354, peak_vram_bytes=24860450304 |
26
- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W2A4` | orbitquant | z-image-native | generated_samples=1, wall_time_seconds=3.7248233389109373, peak_vram_bytes=24860445184 |
27
-
28
- ## Extra Targets
29
-
30
- No extra target metrics recorded.
31
-
32
- ## Missing Required Metrics
33
-
34
- | Group | Model | Bits | Split | Suite | Missing Metric |
35
- | --- | --- | --- | --- | --- | --- |
36
- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W2A4` | original | z-image-native | geneval_overall |
37
- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W2A4` | orbitquant | z-image-native | geneval_overall |
38
-
39
- ## Tables
40
-
41
- - Image GenEval: `tables/image_geneval.csv`
42
- - Video VBench: `tables/video_vbench.csv`
43
- - Performance: `tables/perf.csv`
44
- - Generated Assets: `tables/assets.csv`
45
- - Missing Required Metrics: `tables/missing_required_metrics.csv`
46
-
47
- ## Visual Comparison Matrices
48
-
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- - Image: `assets/image_generation_comparison_matrix.webp`
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
reports/native/z-image-w2a4-1348cb6/tables/assets.csv DELETED
@@ -1,21 +0,0 @@
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- target_group,model_id,bits,split,suite,asset_type,path
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- paper,Tongyi-MAI/Z-Image-Turbo,W2A4,original,z-image-native,output,/workspace/artifacts/native/z-image-native-w2a4/assets/z-image-native_seed0_original_simple-object.png
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- paper,Tongyi-MAI/Z-Image-Turbo,W2A4,original,z-image-native,output,/workspace/artifacts/native/z-image-native-w2a4/assets/z-image-native_seed0_original_color-binding.png
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- paper,Tongyi-MAI/Z-Image-Turbo,W2A4,original,z-image-native,output,/workspace/artifacts/native/z-image-native-w2a4/assets/z-image-native_seed0_original_long-prompt.png
8
- paper,Tongyi-MAI/Z-Image-Turbo,W2A4,original,z-image-native,output,/workspace/artifacts/native/z-image-native-w2a4/assets/z-image-native_seed0_original_english-text-rendering.png
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- paper,Tongyi-MAI/Z-Image-Turbo,W2A4,original,z-image-native,output,/workspace/artifacts/native/z-image-native-w2a4/assets/z-image-native_seed0_original_cyrillic-text-rendering.png
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- paper,Tongyi-MAI/Z-Image-Turbo,W2A4,original,z-image-native,output,/workspace/artifacts/native/z-image-native-w2a4/assets/z-image-native_seed0_original_style-heavy.png
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- paper,Tongyi-MAI/Z-Image-Turbo,W2A4,original,z-image-native,output,/workspace/artifacts/native/z-image-native-w2a4/assets/z-image-native_seed0_original_occlusion-reflection.png
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- paper,Tongyi-MAI/Z-Image-Turbo,W2A4,orbitquant,z-image-native,output,/workspace/artifacts/native/z-image-native-w2a4/assets/z-image-native_seed0_W2A4_simple-object.png
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- paper,Tongyi-MAI/Z-Image-Turbo,W2A4,orbitquant,z-image-native,output,/workspace/artifacts/native/z-image-native-w2a4/assets/z-image-native_seed0_W2A4_two-object-composition.png
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- paper,Tongyi-MAI/Z-Image-Turbo,W2A4,orbitquant,z-image-native,output,/workspace/artifacts/native/z-image-native-w2a4/assets/z-image-native_seed0_W2A4_counting.png
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- paper,Tongyi-MAI/Z-Image-Turbo,W2A4,orbitquant,z-image-native,output,/workspace/artifacts/native/z-image-native-w2a4/assets/z-image-native_seed0_W2A4_color-binding.png
16
- paper,Tongyi-MAI/Z-Image-Turbo,W2A4,orbitquant,z-image-native,output,/workspace/artifacts/native/z-image-native-w2a4/assets/z-image-native_seed0_W2A4_spatial-relationship.png
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- paper,Tongyi-MAI/Z-Image-Turbo,W2A4,orbitquant,z-image-native,output,/workspace/artifacts/native/z-image-native-w2a4/assets/z-image-native_seed0_W2A4_long-prompt.png
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- paper,Tongyi-MAI/Z-Image-Turbo,W2A4,orbitquant,z-image-native,output,/workspace/artifacts/native/z-image-native-w2a4/assets/z-image-native_seed0_W2A4_english-text-rendering.png
19
- paper,Tongyi-MAI/Z-Image-Turbo,W2A4,orbitquant,z-image-native,output,/workspace/artifacts/native/z-image-native-w2a4/assets/z-image-native_seed0_W2A4_cyrillic-text-rendering.png
20
- paper,Tongyi-MAI/Z-Image-Turbo,W2A4,orbitquant,z-image-native,output,/workspace/artifacts/native/z-image-native-w2a4/assets/z-image-native_seed0_W2A4_style-heavy.png
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- paper,Tongyi-MAI/Z-Image-Turbo,W2A4,orbitquant,z-image-native,output,/workspace/artifacts/native/z-image-native-w2a4/assets/z-image-native_seed0_W2A4_occlusion-reflection.png
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
reports/native/z-image-w2a4-1348cb6/tables/image_geneval.csv DELETED
@@ -1 +0,0 @@
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@@ -1,3 +0,0 @@
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reports/native/z-image-w2a4-1348cb6/tables/perf.csv DELETED
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reports/native/z-image-w2a4-1348cb6/tables/video_vbench.csv DELETED
@@ -1 +0,0 @@
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