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FLUX.2-klein-4B-OrbitQuant-W2A4

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Safetensors
OrbitQuantComponentArtifact
orbitquant
quantized
diffusion-transformer
8-bit precision
Model card Files
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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/flux2-w2a4-1348cb6/assets → assets}/image_generation_comparison_matrix.webp +0 -0
  5. orbitquant_manifest.json +1 -7
  6. reports/native/flux2-w2a4-1348cb6/orbitquant-native-eval-20260707.md +0 -46
  7. reports/native/flux2-w2a4-1348cb6/tables/assets.csv +0 -21
  8. reports/native/flux2-w2a4-1348cb6/tables/image_geneval.csv +0 -1
  9. reports/native/flux2-w2a4-1348cb6/tables/missing_required_metrics.csv +0 -1
  10. reports/native/flux2-w2a4-1348cb6/tables/perf.csv +0 -61
  11. reports/native/flux2-w2a4-1348cb6/tables/video_vbench.csv +0 -1
.gitattributes CHANGED
@@ -59,3 +59,4 @@ assets/original_vs_orbitquant_flux2-native_seed0_W2A4_occlusion-reflection.webp
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  assets/original_vs_orbitquant_flux2-native_seed0_W2A4_style-heavy.webp filter=lfs diff=lfs merge=lfs -text
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  assets/original_vs_orbitquant_flux2-native_seed0_W2A4_two-object-composition.webp filter=lfs diff=lfs merge=lfs -text
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  reports/native/flux2-w2a4-1348cb6/assets/image_generation_comparison_matrix.webp filter=lfs diff=lfs merge=lfs -text
 
 
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  assets/original_vs_orbitquant_flux2-native_seed0_W2A4_style-heavy.webp filter=lfs diff=lfs merge=lfs -text
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  assets/original_vs_orbitquant_flux2-native_seed0_W2A4_two-object-composition.webp filter=lfs diff=lfs merge=lfs -text
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  reports/native/flux2-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("flux2-klein-orbitquant.png")
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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- ![reports/native/flux2-w2a4-1348cb6/assets/image_generation_comparison_matrix.webp](reports/native/flux2-w2a4-1348cb6/assets/image_generation_comparison_matrix.webp)
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  ![assets/original_vs_orbitquant_flux2-native_seed0_W2A4_color-binding.webp](assets/original_vs_orbitquant_flux2-native_seed0_W2A4_color-binding.webp)
82
 
 
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.
78
 
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+ ![assets/image_generation_comparison_matrix.webp](assets/image_generation_comparison_matrix.webp)
80
 
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  ![assets/original_vs_orbitquant_flux2-native_seed0_W2A4_color-binding.webp](assets/original_vs_orbitquant_flux2-native_seed0_W2A4_color-binding.webp)
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SHA256SUMS CHANGED
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{reports/native/flux2-w2a4-1348cb6/assets → assets}/image_generation_comparison_matrix.webp RENAMED
File without changes
orbitquant_manifest.json CHANGED
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reports/native/flux2-w2a4-1348cb6/orbitquant-native-eval-20260707.md DELETED
@@ -1,46 +0,0 @@
1
- # OrbitQuant Native Eval
2
-
3
- ## Paper Reproduction Targets
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-
5
- No paper target metrics recorded.
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-
7
- ## Extra Targets
8
-
9
- | Group | Model | Bits | Split | Suite | Metrics |
10
- | --- | --- | --- | --- | --- | --- |
11
- | extra | `black-forest-labs/FLUX.2-klein-4B` | `W2A4` | original | flux2-native | generated_samples=1, wall_time_seconds=1.8322792858816683, peak_vram_bytes=18602007552 |
12
- | extra | `black-forest-labs/FLUX.2-klein-4B` | `W2A4` | original | flux2-native | generated_samples=1, wall_time_seconds=1.3592595048248768, peak_vram_bytes=18602007552 |
13
- | extra | `black-forest-labs/FLUX.2-klein-4B` | `W2A4` | original | flux2-native | generated_samples=1, wall_time_seconds=1.0257483250461519, peak_vram_bytes=18602007552 |
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- | extra | `black-forest-labs/FLUX.2-klein-4B` | `W2A4` | original | flux2-native | generated_samples=1, wall_time_seconds=1.155703438911587, peak_vram_bytes=18602007552 |
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- | extra | `black-forest-labs/FLUX.2-klein-4B` | `W2A4` | original | flux2-native | generated_samples=1, wall_time_seconds=1.1340762916952372, peak_vram_bytes=18602007552 |
16
- | extra | `black-forest-labs/FLUX.2-klein-4B` | `W2A4` | original | flux2-native | generated_samples=1, wall_time_seconds=1.3490065545774996, peak_vram_bytes=18602007552 |
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- | extra | `black-forest-labs/FLUX.2-klein-4B` | `W2A4` | original | flux2-native | generated_samples=1, wall_time_seconds=1.3395809759385884, peak_vram_bytes=18602007552 |
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- | extra | `black-forest-labs/FLUX.2-klein-4B` | `W2A4` | original | flux2-native | generated_samples=1, wall_time_seconds=1.3168919398449361, peak_vram_bytes=18602007552 |
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- | extra | `black-forest-labs/FLUX.2-klein-4B` | `W2A4` | original | flux2-native | generated_samples=1, wall_time_seconds=1.2224824507720768, peak_vram_bytes=18602007552 |
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- | extra | `black-forest-labs/FLUX.2-klein-4B` | `W2A4` | original | flux2-native | generated_samples=1, wall_time_seconds=1.3608336239121854, peak_vram_bytes=18602007552 |
21
- | extra | `black-forest-labs/FLUX.2-klein-4B` | `W2A4` | orbitquant | flux2-native | generated_samples=1, wall_time_seconds=2.3218054859898984, peak_vram_bytes=19604974592 |
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- | extra | `black-forest-labs/FLUX.2-klein-4B` | `W2A4` | orbitquant | flux2-native | generated_samples=1, wall_time_seconds=1.5791952069848776, peak_vram_bytes=19604974592 |
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- | extra | `black-forest-labs/FLUX.2-klein-4B` | `W2A4` | orbitquant | flux2-native | generated_samples=1, wall_time_seconds=1.626784570980817, peak_vram_bytes=19604974592 |
24
- | extra | `black-forest-labs/FLUX.2-klein-4B` | `W2A4` | orbitquant | flux2-native | generated_samples=1, wall_time_seconds=1.6692825159989297, peak_vram_bytes=19604974592 |
25
- | extra | `black-forest-labs/FLUX.2-klein-4B` | `W2A4` | orbitquant | flux2-native | generated_samples=1, wall_time_seconds=1.679672425147146, peak_vram_bytes=19604974592 |
26
- | extra | `black-forest-labs/FLUX.2-klein-4B` | `W2A4` | orbitquant | flux2-native | generated_samples=1, wall_time_seconds=1.593047484755516, peak_vram_bytes=19604974592 |
27
- | extra | `black-forest-labs/FLUX.2-klein-4B` | `W2A4` | orbitquant | flux2-native | generated_samples=1, wall_time_seconds=1.5703850076533854, peak_vram_bytes=19604974592 |
28
- | extra | `black-forest-labs/FLUX.2-klein-4B` | `W2A4` | orbitquant | flux2-native | generated_samples=1, wall_time_seconds=1.6527911978773773, peak_vram_bytes=19604974592 |
29
- | extra | `black-forest-labs/FLUX.2-klein-4B` | `W2A4` | orbitquant | flux2-native | generated_samples=1, wall_time_seconds=1.4479427533224225, peak_vram_bytes=19604974592 |
30
- | extra | `black-forest-labs/FLUX.2-klein-4B` | `W2A4` | orbitquant | flux2-native | generated_samples=1, wall_time_seconds=1.6052065640687943, peak_vram_bytes=19604974592 |
31
-
32
- ## Missing Required Metrics
33
-
34
- No required paper-target metrics are missing.
35
-
36
- ## Tables
37
-
38
- - Image GenEval: `tables/image_geneval.csv`
39
- - Video VBench: `tables/video_vbench.csv`
40
- - Performance: `tables/perf.csv`
41
- - Generated Assets: `tables/assets.csv`
42
- - Missing Required Metrics: `tables/missing_required_metrics.csv`
43
-
44
- ## Visual Comparison Matrices
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-
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- - Image: `assets/image_generation_comparison_matrix.webp`
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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@@ -1,21 +0,0 @@
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reports/native/flux2-w2a4-1348cb6/tables/video_vbench.csv DELETED
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