Add evaluation results and output files to model card

README.md

@@ -0,0 +1,36 @@
+---
+language: code
+tags:
+  - binary-classification
+  - model
+  - evaluation
+metrics:
+  - average_precision: 0.86
+  - roc_auc: 0.84
+  - best threshold according to F1: 0.11
+---
+
+# Binary Classification Model
+
+## Evaluation Results
+
+**Average Precision:** 0.86  
+**ROC AUC:** 0.84
+**best threshold according to F1: 0.11
+
+
+## Visualizations
+
+### Precision-Recall Curve
+![Precision-Recall Curve](./pr_curve.png)
+
+### ROC Curve
+![ROC Curve](./roc_curve.png)
+
+## Output Files and Directories
+
+- 📂 `checkpoint-171/`
+- `config.json`
+- `model.safetensors`
+- `preprocessor_config.json`
+- `training_args.bin`

checkpoint-1487/config.json

@@ -0,0 +1,23 @@
+{
+  "_name_or_path": "GenetikaPlus/binary_classification_model_v3.1.3_junctions",
+  "architectures": [
+    "ViTForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "encoder_stride": 16,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 256,
+  "image_size": 32,
+  "initializer_range": 0.02,
+  "intermediate_size": 512,
+  "layer_norm_eps": 1e-12,
+  "model_type": "vit",
+  "num_attention_heads": 8,
+  "num_channels": 3,
+  "num_hidden_layers": 4,
+  "patch_size": 4,
+  "qkv_bias": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.46.2"
+}

checkpoint-1487/model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1abdb4a048e429a4b787c59d4aae009010396964d381c08da415c4af14f559fa
+size 8563512

checkpoint-1487/optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:09639c1f35151c336318d76b886884cb2acd50d4caf419e5aede04ccf2fae7f4
+size 17171514

checkpoint-1487/preprocessor_config.json

@@ -0,0 +1,22 @@
+{
+  "do_normalize": true,
+  "do_rescale": true,
+  "do_resize": false,
+  "image_mean": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "image_processor_type": "ViTFeatureExtractor",
+  "image_std": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "resample": 2,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "height": 32,
+    "width": 32
+  }
+}

checkpoint-1487/rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:da99c35841d05c5377d553429cd2c439800a38f24b3ad34f986a0d96698e85f6
+size 14244

checkpoint-1487/scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:65fb418e59a9c2dfa58ccf7fed21ff5d82f178849c911b24bc0a1f012644738c
+size 1000

checkpoint-1487/training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2ff397e9fb65f1cfb1f327151929eb11c370b6a936ab72f36ceac4c2800a790b
+size 5368

config.json

@@ -0,0 +1,23 @@
+{
+  "_name_or_path": "GenetikaPlus/binary_classification_model_v3.1.3_junctions",
+  "architectures": [
+    "ViTForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "encoder_stride": 16,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 256,
+  "image_size": 32,
+  "initializer_range": 0.02,
+  "intermediate_size": 512,
+  "layer_norm_eps": 1e-12,
+  "model_type": "vit",
+  "num_attention_heads": 8,
+  "num_channels": 3,
+  "num_hidden_layers": 4,
+  "patch_size": 4,
+  "qkv_bias": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.46.2"
+}

model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ae6bb554320b6c7fd0aaa33f0377f10484b3b3d19419296a06342e554df44b93
+size 8563512

preprocessor_config.json

@@ -0,0 +1,22 @@
+{
+  "do_normalize": true,
+  "do_rescale": true,
+  "do_resize": false,
+  "image_mean": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "image_processor_type": "ViTFeatureExtractor",
+  "image_std": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "resample": 2,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "height": 32,
+    "width": 32
+  }
+}

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2ff397e9fb65f1cfb1f327151929eb11c370b6a936ab72f36ceac4c2800a790b
+size 5368