# sayed-bot-model-v2

Decision Transformer for Sayed Bot — Minecraft bot AI

## Model
- **Architecture:** Transformer Encoder (6 layers, 8 heads, 512 dim)
- **Input:** `[batch, 20, 15]` — آخر 20 خطوة
- **Output:** `[batch, 10]` — logits لكل action
- **Features:** health, food, mobs_nearby, danger_mobs, ores_nearby, items_nearby, has_weapon, has_pickaxe, has_axe, inventory_pct, time_of_day, is_in_danger, is_on_lava, player_nearby, bot_count
- **Actions:** IDLE, FIGHT, FLEE, MINE, FARM, COLLECT, EXPLORE, CRAFT, CHAT, FOLLOW
- **Accuracy:** 33.23%
- **Size:** ~50 MB (INT8)
- **Trained:** 2026-06-25T11:38:05Z

## Usage (ONNX Runtime)
```python
import onnxruntime as ort
import numpy as np

session = ort.InferenceSession('bot_model.onnx')
input_name = session.get_inputs()[0].name

sequence = np.zeros((1, 20, 15), dtype=np.float32)
# املأ الـ sequence بـ 20 خطوة سابقة
result = session.run(None, {input_name: sequence})
action_id = result[0].argmax()
```

## Files
- [model.onnx](https://huggingface.co/SAyyeedd/sayed-bot-model-v2/resolve/main/bot_model.onnx)
- [config.json](https://huggingface.co/SAyyeedd/sayed-bot-model-v2/resolve/main/config.json)