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README.md

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+# TensorFlow.js Model
+
+## Model Information
+- Framework: TensorFlow.js
+- Type: Deep Q-Network (DQN)
+- Created by: IgnitionAI
+
+## Model Format
+This model is saved in TensorFlow.js format and can be loaded in two ways:
+
+1. **LayersModel** (Default)
+   - Better for fine-tuning and training
+   - More flexible for model modifications
+   - Higher memory usage
+   - Slower inference
+
+2. **GraphModel**
+   - Optimized for inference only
+   - Faster execution
+   - Lower memory usage
+   - Not suitable for training
+
+## Usage
+```javascript
+import { loadModelFromHub } from '@ignitionai/backend-tfjs';
+
+// Option 1: Load as LayersModel (for training/fine-tuning)
+const layersModel = await loadModelFromHub(
+  'salim4n/tfjs-dqn-test-1744653943097',
+  'model/model.json',
+  false // graphModel = false for LayersModel
+);
+
+// Option 2: Load as GraphModel (for inference only)
+const graphModel = await loadModelFromHub(
+  'salim4n/tfjs-dqn-test-1744653943097',
+  'model/model.json',
+  true // graphModel = true for GraphModel
+);
+
+// Run inference
+const input = tf.tensor2d([[0.1, 0.2]]);
+const output = model.predict(input);
+```
+
+## Features
+- Automatic retry with exponential backoff
+- Configurable retry attempts and delays
+- Error handling and logging
+- Support for both LayersModel and GraphModel
+
+## Files
+- `model.json`: Model architecture and configuration
+- `weights.bin`: Model weights
+- `README.md`: This documentation
+
+## Repository
+This model was uploaded via the IgnitionAI TensorFlow.js integration.

model/model.json

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+"{\"class_name\":\"Sequential\",\"config\":{\"name\":\"sequential_1\",\"layers\":[{\"class_name\":\"Dense\",\"config\":{\"units\":8,\"activation\":\"relu\",\"use_bias\":true,\"kernel_initializer\":{\"class_name\":\"VarianceScaling\",\"config\":{\"scale\":1,\"mode\":\"fan_avg\",\"distribution\":\"normal\",\"seed\":null}},\"bias_initializer\":{\"class_name\":\"Zeros\",\"config\":{}},\"kernel_regularizer\":null,\"bias_regularizer\":null,\"activity_regularizer\":null,\"kernel_constraint\":null,\"bias_constraint\":null,\"name\":\"dense_Dense1\",\"trainable\":true,\"batch_input_shape\":[null,2],\"dtype\":\"float32\"}},{\"class_name\":\"Dense\",\"config\":{\"units\":2,\"activation\":\"linear\",\"use_bias\":true,\"kernel_initializer\":{\"class_name\":\"VarianceScaling\",\"config\":{\"scale\":1,\"mode\":\"fan_avg\",\"distribution\":\"normal\",\"seed\":null}},\"bias_initializer\":{\"class_name\":\"Zeros\",\"config\":{}},\"kernel_regularizer\":null,\"bias_regularizer\":null,\"activity_regularizer\":null,\"kernel_constraint\":null,\"bias_constraint\":null,\"name\":\"dense_Dense2\",\"trainable\":true}}]},\"keras_version\":\"tfjs-layers 4.22.0\",\"backend\":\"tensor_flow.js\"}"

model/weights.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:9e60874375a0c8e64dd8fecdaac678d1cf2ba733c93c5890e9922ec60a57ee32
+size 168