deepghs/eattach_monochrome_experiments
By deepghs · ↓ 0 · ♥ 0 · Updated 2025-03-20
What's in this repo
This page lists the files in deepghs/eattach_monochrome_experiments, including model.onnx and more.
- 4 ONNX models (.onnx files)
- 46 files, including 24 .png, 8 .json, 4 .0, 4 .onnx, 4 .safetensors, 1 .md
- Last updated 2025-03-20
ONNX files
| File | Size | Download |
|---|---|---|
| mlp_layer1_seed1/model.onnx | — | Download |
| mlp_layer1_seed114514_dist8/model.onnx | — | Download |
| mlp_layer1_seed3_dist8/model.onnx | — | Download |
| mlp_layer1_seedx_dist8/model.onnx | — | Download |
How to use
These ONNX files can be loaded with ONNX Runtime. To inspect a model graph, upload the file to the Netron viewer. Download links point to the original files on Hugging Face.
README
This is an experiment on DeepGHS's new tagger attachment training framework deepghs/emb_attachments.
Just some technical validation, not recommended for use in production.
(2025.3.7: This feature is still WIP, you can take a look at this PR and this documentation, you will like it.)
| Name | Encoder | Problem | FLOPS | Params | AUC | accuracy | loss | mAP | Labels |
|---|---|---|---|---|---|---|---|---|---|
| mlp_layer1_seed114514_dist8 | wdtagger:SmilingWolf/wd-swinv2-tagger-v3 | classification | 525.3K | 525.8K | 0.9937 | 0.9743 | 0.04483 | 0.9937 | monochrome, normal |
| mlp_layer1_seedx_dist8 | wdtagger:SmilingWolf/wd-swinv2-tagger-v3 | classification | 525.3K | 525.8K | 0.9946 | 0.9732 | 0.04058 | 0.9947 | monochrome, normal |
| mlp_layer1_seed3_dist8 | wdtagger:SmilingWolf/wd-swinv2-tagger-v3 | classification | 525.3K | 525.8K | 0.9956 | 0.9699 | 0.05301 | 0.9957 | monochrome, normal |
| mlp_layer1_seed1 | wdtagger:SmilingWolf/wd-swinv2-tagger-v3 | classification | 525.3K | 525.8K | 0.9948 | 0.9652 | 0.06904 | 0.995 | monochrome, normal |
Model info
Created: 2025-03-07
Updated: 2025-03-20
View on Hugging Face