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README.md

@@ -1,8 +1,46 @@
 ---
-license: apache-2.0
-language: en
-base_model:
-- lightonai/ColBERT-Zero
+library_name: colbert-onnx
 tags:
-- quantized
----
+  - colbert
+  - onnx
+  - sentence-transformers
+  - feature-extraction
+license: mit
+---
+
+# ColBERT-Zero-onnx
+
+ONNX export of [unknown](https://huggingface.co/unknown) for fast CPU inference.
+
+## Model Details
+
+- **Source Model**: [unknown](https://huggingface.co/unknown)
+- **Embedding Dimension**: unknown
+- **Format**: ONNX (FP32 + INT8)
+
+## Files
+
+| File | Description |
+|------|-------------|
+| `model.onnx` | FP32 ONNX model |
+| `model_int8.onnx` | INT8 quantized model (faster) |
+| `tokenizer.json` | Tokenizer configuration |
+| `config_sentence_transformers.json` | Model configuration |
+
+## Usage with colbert-onnx (Rust)
+
+```rust
+use colbert_onnx::Colbert;
+
+let mut model = Colbert::from_pretrained("path/to/model")?;
+let embeddings = model.encode_documents(&["Hello world"])?;
+```
+
+## Export Tool
+
+This model was exported using [pylate-onnx-export](https://github.com/lightonai/next-plaid/tree/main/onnx/python):
+
+```bash
+pip install "pylate-onnx-export @ git+https://github.com/lightonai/next-plaid.git#subdirectory=onnx/python"
+pylate-onnx-export unknown --push-to-hub rbw/ColBERT-Zero-onnx
+```