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encoding/README.md

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+# DeepSeek V3.2 Message Encoding
+
+This directory contains the message encoding implementation and tests for DeepSeek V3.2.
+
+## Files
+
+- `encoding_dsv32.py` - DeepSeek V3.2 message encoding implementation
+- `test_encoding_dsv32.py` - Unit tests for encoding functionality
+- `test_input*.json` - Test cases for encoding validation
+
+## Usage
+
+The encoding module is used by the inference implementation to format messages with proper special tokens:
+
+```python
+from encoding_dsv32 import encode_messages
+
+messages = [{"role": "user", "content": "Hello"}]
+prompt = encode_messages(messages, thinking_mode="chat")
+```
+
+See `../inference/README.md` for usage in the full inference pipeline.