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: 0.94
+  - roc_auc: 0.47
+  - best threshold according to F1: 0.05
+---
+
+# Binary Classification Model
+
+## Evaluation Results
+
+**Average Precision:** 0.94  
+**ROC AUC:** 0.47
+**best threshold according to F1: 0.05
+
+
+## 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-333/config.json

@@ -0,0 +1,22 @@
+{
+  "architectures": [
+    "ViTForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "encoder_stride": 16,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 256,
+  "image_size": 256,
+  "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": 16,
+  "qkv_bias": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.46.2"
+}

checkpoint-333/model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7e473b6b2db5d65d5aa703e44d5cbad321db632cc65a654d81e80d2422eac79b
+size 9497424

checkpoint-333/optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fc6ec1fdbe303d3270e8ee8ceb197b30df78fbb698758020cb5a28164461c902
+size 19039290

checkpoint-333/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": 256,
+    "width": 256
+  }
+}

checkpoint-333/rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:36f3c0db3ef5ee2c07dce6f30b6f4b822924d8532f54c1a8d1df4bd66e7aa090
+size 14244

checkpoint-333/scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b20419ed40c8919a902a158086f1d35bfeee58dc1770920844421cf61e93ccdc
+size 1000

checkpoint-333/training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e8762816cc9821828d767db1f935e5bda5bffeff8ebf233a280cc357a35f3e6e
+size 5368

config.json

@@ -0,0 +1,22 @@
+{
+  "architectures": [
+    "ViTForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "encoder_stride": 16,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 256,
+  "image_size": 256,
+  "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": 16,
+  "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:ded925128b7cb7aeb661a84c853a1cbc8cd32841405ddd44cf954cbdfc73d7d5
+size 9497424

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": 256,
+    "width": 256
+  }
+}

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e8762816cc9821828d767db1f935e5bda5bffeff8ebf233a280cc357a35f3e6e
+size 5368