update readme

Signed-off-by: José Carlos García <hola@josecarlos.me>

README.md

@@ -1,5 +1,39 @@
 ---
+library_name: transformers
+tags:
+- bitnet
+- falcon3
+base_model: tiiuae/Falcon3-3B-Base
 license: other
 license_name: falcon-llm-license
 license_link: https://falconllm.tii.ae/falcon-terms-and-conditions.html
 ---
+
+# Model Card for Falcon3-3B-Base-1.58bit-q2b0
+
+### Falcon3-3B-1.58 Models
+
+The **Falcon3-3B-1.58bit-q2b0** is a quantized version of **Falcon3-3B-Base**, leveraging the **q2b0 quantization method** from Candle. This enables extreme compression while maintaining strong performance across various NLP tasks.
+
+## Model Details
+
+### Model Sources
+
+- **Repository:** [tiiuae/Falcon3-3B-Base](https://huggingface.co/tiiuae/Falcon3-3B-Base)
+- **Quantization PR:** [Candle q2b0 Quantization](https://github.com/huggingface/candle/pull/2683)
+
+## Quantization Details
+
+The model has been quantized using the **q2b0** method from Candle. This approach reduces model size significantly while preserving performance. For more details on this quantization technique, refer to the [Candle PR #2683](https://github.com/huggingface/candle/pull/2683).
+
+## Training Details
+
+For details on the dataset and training process, refer to the original [Falcon3-3B-Base repository](https://huggingface.co/tiiuae/Falcon3-3B-Base).
+
+## License
+
+This model is licensed under the [Falcon LLM License](https://falconllm.tii.ae/falcon-terms-and-conditions.html).
+
+---
+
+For additional information or questions, please refer to the main [Falcon3-3B-Base repository](https://huggingface.co/tiiuae/Falcon3-3B-Base).