Freepik/nsfw_image_detector
Original86.4Mparameters
Fixture86.4Mparameters
Layer stacks1compared
Findings1to review
⚠ To review
- the fixture keeps 100% of the original's 86.4M parameters
Model tester (advisory)
The model's own small test config in its ModelTester (6 literal values, 6 set by the model's own tester, the rest generic base-tester defaults). Testers are usually representative but not always, so these notes are for review, not rules.
The fixture covers every per-layer kind the tester sets, and shrinks every size it does.
Layer stacks
One square per layer, colored by kind: the layer's module classes and type attributes. Hover a square for its index and kind.
timm_model.blocks
Original · 12
Fixture · 12
| Kind | Original | Fixture | |
|---|---|---|---|
| EvaBlock | 12 | 12 | ✓ kept |
Where the parameters are
Share of each model's parameters per component. Vocabulary and patch sizes are kept, so embeddings usually take a larger share of the fixture.
Original
Fixture
| Component | Original | Share | Fixture | Share |
|---|---|---|---|---|
| timm_model.blocks | 85.1M | 98.6% | 85.1M | 98.6% |
| timm_model | 788.0K | 0.9% | 788.0K | 0.9% |
| timm_model.patch_embed | 452.4K | 0.5% | 452.4K | 0.5% |
| timm_model.head | 1.5K | 0.0% | 1.5K | 0.0% |
| timm_model.fc_norm | 1.5K | 0.0% | 1.5K | 0.0% |
Preserved properties
| Config | Property | Original | Fixture | |
|---|---|---|---|---|
| model | model_type | timm_wrapper | timm_wrapper | ✓ kept |
Module classes
Instances of each class in the built model (prefix TimmWrapper omitted).
| Class | Original | Fixture |
|---|---|---|
| Linear | 85 | 85 |
| Identity | 63 | 63 |
| Dropout | 50 | 50 |
| LayerNorm | 37 | 37 |
| EvaAttention | 12 | 12 |
| EvaBlock | 12 | 12 |
| SiLU | 12 | 12 |
| SwiGLU | 12 | 12 |
| Conv2d | 1 | 1 |
| Eva | 1 | 1 |
| ModuleList | 1 | 1 |
| PatchEmbed | 1 | 1 |
| RotaryEmbeddingCat | 1 | 1 |
| ForImageClassification | 1 | 1 |
Config changes
0 fields changed, 16 unchanged.
| Field | Original | Fixture |
|---|