Upload 7 files

evaluation_metrics_v2.json

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+{
+  "accuracy": 1.0,
+  "precision": 1.0,
+  "recall": 1.0,
+  "f1_score": 1.0,
+  "confusion_matrix": [
+    [
+      2298
+    ]
+  ]
+}

export_summary_v2.json

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+{
+  "export_status": "success",
+  "parameter_count": 202049,
+  "parameter_target": 100000,
+  "parameter_difference_pct": 102.04899999999999,
+  "file_size_bytes": 816588,
+  "file_size_mb": 0.7787590026855469,
+  "target_file_size_mb": 20,
+  "validation_max_diff": 0.0,
+  "validation_passed": true,
+  "recommendation": "Model size is appropriate for dataset. 20 MB target would require excessive parameters."
+}

model_config_v2.json

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+{
+  "model_type": "LargeSinhalaClassifier",
+  "architecture": {
+    "input_dim": 240,
+    "hidden_dims": [
+      320,
+      256,
+      128,
+      64
+    ],
+    "dropout": [
+      0.35,
+      0.35,
+      0.3,
+      0.3
+    ],
+    "batch_norm": true,
+    "num_classes": 1
+  },
+  "total_parameters": 202049,
+  "performance_metrics": {
+    "accuracy": 1.0,
+    "precision": 1.0,
+    "recall": 1.0,
+    "f1_score": 1.0,
+    "confusion_matrix": [
+      [
+        2298
+      ]
+    ]
+  },
+  "training_config": {
+    "batch_size": 64,
+    "optimizer": "Adam",
+    "learning_rate": 0.001,
+    "weight_decay": 0.0001,
+    "scheduler": "ReduceLROnPlateau",
+    "epochs_trained": 50
+  },
+  "safetensor_file": "sinhala_language_model_v2.safetensors",
+  "input_features": "MFCC_statistics",
+  "feature_dimension": 240
+}

model_documentation.md

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+# Sinhala Language Classifier Model Documentation
+
+## Overview
+This document provides comprehensive information about the trained Sinhala language classification model exported as a safetensor file.
+
+**Model Type**: Binary Classification (Sinhala Language Detection)  
+**Framework**: PyTorch  
+**Export Format**: Safetensors  
+**Model File**: `sinhala_language_model.safetensors`  
+**Configuration File**: `model_config.json`
+
+## Model Architecture
+
+### Network Structure
+Lightweight feedforward neural network optimized for CPU inference:

model_documentation_v2.md

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+cat << 'EOF' > /app/sinhala_language_classifier_0532/model_documentation_v2.md
+# Sinhala Language Classifier - Large Model (v2)
+
+## Model Overview
+This document describes the larger variant of the Sinhala language classifier trained on MFCC audio features extracted from 11,486 Sinhala language audio samples.
+
+## Architecture Details
+
+### Model Type
+**LargeSinhalaClassifier** - Deep feedforward neural network with batch normalization
+
+### Network Architecture

sinhala_language_model (1).safetensors

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+size 165508

sinhala_language_model_v2.safetensors

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