Upload standalone local aesthetic bundle (SigLIP2 + head)
Browse files- README.md +27 -0
- backbone/config.json +40 -0
- backbone/model.safetensors +3 -0
- backbone/preprocessor_config.json +23 -0
- head.safetensors +3 -0
- metadata.json +17 -0
README.md
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---
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library_name: transformers
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tags:
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- image-classification
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- aesthetic-scoring
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- siglip2
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- custom-code
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license: other
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---
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# SigLIP2 Aesthetic Scorer (Local Bundle)
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This repository contains a standalone local bundle for aesthetic scoring:
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- Backbone: `google/siglip2-so400m-patch16-512` (saved locally)
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- Head: custom MLP regressor (`head.safetensors`)
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- Score range: `1..9`
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## Files
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- `backbone/` : local SigLIP2 backbone + processor files
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- `head.safetensors` : MLP head weights
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- `metadata.json` : model config and score range
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## Output
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The model outputs a continuous score, and common usage rounds it to integer `score_1 ... score_9`.
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backbone/config.json
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{
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"architectures": [
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"SiglipModel"
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],
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"dtype": "float32",
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"initializer_factor": 1.0,
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"model_type": "siglip",
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"text_config": {
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"attention_dropout": 0.0,
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"bos_token_id": 49406,
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"dtype": "float32",
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"eos_token_id": 49407,
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"hidden_act": "gelu_pytorch_tanh",
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"hidden_size": 1152,
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"intermediate_size": 4304,
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"layer_norm_eps": 1e-06,
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"max_position_embeddings": 64,
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"model_type": "siglip_text_model",
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"num_attention_heads": 16,
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"num_hidden_layers": 27,
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"pad_token_id": 1,
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"projection_size": 1152,
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"vocab_size": 256000
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},
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"transformers_version": "5.2.0",
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"vision_config": {
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"attention_dropout": 0.0,
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"dtype": "float32",
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"hidden_act": "gelu_pytorch_tanh",
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"hidden_size": 1152,
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"image_size": 512,
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"intermediate_size": 4304,
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"layer_norm_eps": 1e-06,
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"model_type": "siglip_vision_model",
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"num_attention_heads": 16,
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"num_channels": 3,
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"num_hidden_layers": 27,
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"patch_size": 16
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}
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}
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backbone/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:a621bd212e1b3329b428595f9693217e19587afe826adf3e5c241a16392e8973
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size 4546331880
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backbone/preprocessor_config.json
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{
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"data_format": "channels_first",
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"do_normalize": true,
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"do_rescale": true,
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"do_resize": true,
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"image_mean": [
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0.5,
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0.5,
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0.5
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],
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"image_processor_type": "SiglipImageProcessorFast",
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"image_std": [
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0.5,
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0.5,
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0.5
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],
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"resample": 2,
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"rescale_factor": 0.00392156862745098,
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"size": {
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"height": 512,
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"width": 512
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}
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}
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head.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:ce5df2a40a4d30116f225cc56bdbf07c82efe1fadbcf41ba26d589513afce139
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size 14374204
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metadata.json
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{
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"format": "aesthetic_local_standalone_v1",
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"source_checkpoint": "E:\\AI\\Tagger2_Inference\\models\\local_aesthetic_run1\\best_by_test_rmse.pt",
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"backbone_dir": "backbone",
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"head_file": "head.safetensors",
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"model": {
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"backbone_name": "google/siglip2-so400m-patch16-512",
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"hidden_dim": 2048,
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"dropout": 0.2,
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"full_finetune": false,
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"processor_use_fast": false
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},
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"data": {
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"score_min": 1.0,
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"score_max": 9.0
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}
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}
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