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Z-Image-Turbo-OrbitQuant-W4A4

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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-w4a4-1348cb6/assets → assets}/image_generation_comparison_matrix.webp +0 -0
  5. orbitquant_manifest.json +1 -7
  6. reports/native/z-image-w4a4-1348cb6/orbitquant-native-eval-20260707.md +0 -49
  7. reports/native/z-image-w4a4-1348cb6/tables/assets.csv +0 -21
  8. reports/native/z-image-w4a4-1348cb6/tables/image_geneval.csv +0 -1
  9. reports/native/z-image-w4a4-1348cb6/tables/missing_required_metrics.csv +0 -3
  10. reports/native/z-image-w4a4-1348cb6/tables/perf.csv +0 -61
  11. reports/native/z-image-w4a4-1348cb6/tables/video_vbench.csv +0 -1
.gitattributes CHANGED
@@ -57,3 +57,4 @@ 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-w4a4-1348cb6/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-w4a4-1348cb6/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-w4a4-1348cb6/assets/image_generation_comparison_matrix.webp](reports/native/z-image-w4a4-1348cb6/assets/image_generation_comparison_matrix.webp)
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  ![assets/original_vs_orbitquant_z-image-native_seed0_W4A4_color-binding.webp](assets/original_vs_orbitquant_z-image-native_seed0_W4A4_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_W4A4_color-binding.webp](assets/original_vs_orbitquant_z-image-native_seed0_W4A4_color-binding.webp)
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SHA256SUMS CHANGED
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{reports/native/z-image-w4a4-1348cb6/assets → assets}/image_generation_comparison_matrix.webp RENAMED
File without changes
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reports/native/z-image-w4a4-1348cb6/orbitquant-native-eval-20260707.md DELETED
@@ -1,49 +0,0 @@
1
- # OrbitQuant Native Eval
2
-
3
- ## Paper Reproduction Targets
4
-
5
- | Group | Model | Bits | Split | Suite | Metrics |
6
- | --- | --- | --- | --- | --- | --- |
7
- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W4A4` | original | z-image-native | generated_samples=1, wall_time_seconds=2.9304331191815436, peak_vram_bytes=23267081728 |
8
- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W4A4` | original | z-image-native | generated_samples=1, wall_time_seconds=2.6670339293777943, peak_vram_bytes=23267076608 |
9
- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W4A4` | original | z-image-native | generated_samples=1, wall_time_seconds=2.684056376107037, peak_vram_bytes=23267061248 |
10
- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W4A4` | original | z-image-native | generated_samples=1, wall_time_seconds=2.673903298098594, peak_vram_bytes=23267076608 |
11
- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W4A4` | original | z-image-native | generated_samples=1, wall_time_seconds=2.575213029049337, peak_vram_bytes=23267081728 |
12
- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W4A4` | original | z-image-native | generated_samples=1, wall_time_seconds=2.698065815027803, peak_vram_bytes=23267219968 |
13
- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W4A4` | original | z-image-native | generated_samples=1, wall_time_seconds=2.6794946170412004, peak_vram_bytes=23267071488 |
14
- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W4A4` | original | z-image-native | generated_samples=1, wall_time_seconds=2.719772021751851, peak_vram_bytes=23267091968 |
15
- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W4A4` | original | z-image-native | generated_samples=1, wall_time_seconds=2.7173621729016304, peak_vram_bytes=23267117568 |
16
- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W4A4` | original | z-image-native | generated_samples=1, wall_time_seconds=2.715608852915466, peak_vram_bytes=23267112448 |
17
- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W4A4` | orbitquant | z-image-native | generated_samples=1, wall_time_seconds=7.781131951138377, peak_vram_bytes=26356257280 |
18
- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W4A4` | orbitquant | z-image-native | generated_samples=1, wall_time_seconds=3.7426655967719853, peak_vram_bytes=26356252160 |
19
- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W4A4` | orbitquant | z-image-native | generated_samples=1, wall_time_seconds=3.759245354682207, peak_vram_bytes=26356236800 |
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- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W4A4` | orbitquant | z-image-native | generated_samples=1, wall_time_seconds=3.7309863679111004, peak_vram_bytes=26356252160 |
21
- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W4A4` | orbitquant | z-image-native | generated_samples=1, wall_time_seconds=3.662764274980873, peak_vram_bytes=26356257280 |
22
- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W4A4` | orbitquant | z-image-native | generated_samples=1, wall_time_seconds=6.0124905738048255, peak_vram_bytes=26356395520 |
23
- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W4A4` | orbitquant | z-image-native | generated_samples=1, wall_time_seconds=3.7132191197015345, peak_vram_bytes=26356247040 |
24
- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W4A4` | orbitquant | z-image-native | generated_samples=1, wall_time_seconds=3.78675650106743, peak_vram_bytes=26356267520 |
25
- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W4A4` | orbitquant | z-image-native | generated_samples=1, wall_time_seconds=3.74369849730283, peak_vram_bytes=26356293120 |
26
- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W4A4` | orbitquant | z-image-native | generated_samples=1, wall_time_seconds=3.7646270343102515, peak_vram_bytes=26356288000 |
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` | `W4A4` | original | z-image-native | geneval_overall |
37
- | paper | `Tongyi-MAI/Z-Image-Turbo` | `W4A4` | 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
-
49
- - Image: `assets/image_generation_comparison_matrix.webp`
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
reports/native/z-image-w4a4-1348cb6/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,W4A4,original,z-image-native,output,/workspace/artifacts/native/z-image-native-w4a4/assets/z-image-native_seed0_original_simple-object.png
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- paper,Tongyi-MAI/Z-Image-Turbo,W4A4,original,z-image-native,output,/workspace/artifacts/native/z-image-native-w4a4/assets/z-image-native_seed0_original_two-object-composition.png
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7
- paper,Tongyi-MAI/Z-Image-Turbo,W4A4,original,z-image-native,output,/workspace/artifacts/native/z-image-native-w4a4/assets/z-image-native_seed0_original_long-prompt.png
8
- paper,Tongyi-MAI/Z-Image-Turbo,W4A4,original,z-image-native,output,/workspace/artifacts/native/z-image-native-w4a4/assets/z-image-native_seed0_original_english-text-rendering.png
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- paper,Tongyi-MAI/Z-Image-Turbo,W4A4,original,z-image-native,output,/workspace/artifacts/native/z-image-native-w4a4/assets/z-image-native_seed0_original_cyrillic-text-rendering.png
10
- paper,Tongyi-MAI/Z-Image-Turbo,W4A4,original,z-image-native,output,/workspace/artifacts/native/z-image-native-w4a4/assets/z-image-native_seed0_original_style-heavy.png
11
- paper,Tongyi-MAI/Z-Image-Turbo,W4A4,original,z-image-native,output,/workspace/artifacts/native/z-image-native-w4a4/assets/z-image-native_seed0_original_occlusion-reflection.png
12
- paper,Tongyi-MAI/Z-Image-Turbo,W4A4,orbitquant,z-image-native,output,/workspace/artifacts/native/z-image-native-w4a4/assets/z-image-native_seed0_W4A4_simple-object.png
13
- paper,Tongyi-MAI/Z-Image-Turbo,W4A4,orbitquant,z-image-native,output,/workspace/artifacts/native/z-image-native-w4a4/assets/z-image-native_seed0_W4A4_two-object-composition.png
14
- paper,Tongyi-MAI/Z-Image-Turbo,W4A4,orbitquant,z-image-native,output,/workspace/artifacts/native/z-image-native-w4a4/assets/z-image-native_seed0_W4A4_counting.png
15
- paper,Tongyi-MAI/Z-Image-Turbo,W4A4,orbitquant,z-image-native,output,/workspace/artifacts/native/z-image-native-w4a4/assets/z-image-native_seed0_W4A4_color-binding.png
16
- paper,Tongyi-MAI/Z-Image-Turbo,W4A4,orbitquant,z-image-native,output,/workspace/artifacts/native/z-image-native-w4a4/assets/z-image-native_seed0_W4A4_spatial-relationship.png
17
- paper,Tongyi-MAI/Z-Image-Turbo,W4A4,orbitquant,z-image-native,output,/workspace/artifacts/native/z-image-native-w4a4/assets/z-image-native_seed0_W4A4_long-prompt.png
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- paper,Tongyi-MAI/Z-Image-Turbo,W4A4,orbitquant,z-image-native,output,/workspace/artifacts/native/z-image-native-w4a4/assets/z-image-native_seed0_W4A4_english-text-rendering.png
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- paper,Tongyi-MAI/Z-Image-Turbo,W4A4,orbitquant,z-image-native,output,/workspace/artifacts/native/z-image-native-w4a4/assets/z-image-native_seed0_W4A4_cyrillic-text-rendering.png
20
- paper,Tongyi-MAI/Z-Image-Turbo,W4A4,orbitquant,z-image-native,output,/workspace/artifacts/native/z-image-native-w4a4/assets/z-image-native_seed0_W4A4_style-heavy.png
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- paper,Tongyi-MAI/Z-Image-Turbo,W4A4,orbitquant,z-image-native,output,/workspace/artifacts/native/z-image-native-w4a4/assets/z-image-native_seed0_W4A4_occlusion-reflection.png
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
reports/native/z-image-w4a4-1348cb6/tables/image_geneval.csv DELETED
@@ -1 +0,0 @@
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- target_group,model_id,bits,split,suite,metric,value
 
 
reports/native/z-image-w4a4-1348cb6/tables/missing_required_metrics.csv DELETED
@@ -1,3 +0,0 @@
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@@ -1,61 +0,0 @@
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reports/native/z-image-w4a4-1348cb6/tables/video_vbench.csv DELETED
@@ -1 +0,0 @@
1
- target_group,model_id,bits,split,suite,metric,value