Update README.md

README.md

@@ -1,3 +1,35 @@
----
-license: mit
----
+---
+license: mit
+language:
+- es
+base_model:
+- marianbasti/whisper-large-v3-turbo-latam
+base_model_relation: quantized
+pipeline_tag: automatic-speech-recognition
+tags:
+- whisper
+- faster-whisper
+- ctranslate2
+- stt
+- audio
+- voice
+- 8-bit
+---
+
+# CTranslate2 Conversion of whisper-large-v3-turbo-latam (INT8 Quantization)
+
+This model is converted from [marianbasti/whisper-large-v3-turbo-latam](https://huggingface.co/marianbasti/whisper-large-v3-turbo-latam) to the CTranslate2 format using INT8 quantization, primarily for use with [faster-whisper](https://github.com/SYSTRAN/faster-whisper).
+
+## Model Details
+
+For more details about the finetuned model, see its original [model card](https://huggingface.co/marianbasti/whisper-large-v3-turbo-latam).
+
+## Conversion Details
+
+The original model was converted using the following command:  
+```
+ct2-transformers-converter --model marianbasti/whisper-large-v3-turbo-latam --copy_files tokenizer.json preprocessor_config.json --output_dir faster-whisper-large-v3-turbo-latam-int8-ct2 --quantization int8
+```
+More info on [model conversion](https://github.com/SYSTRAN/faster-whisper#model-conversion).
+
+Check [Zoont/faster-whisper-large-v3-turbo-int8-ct2](https://huggingface.co/Zoont/faster-whisper-large-v3-turbo-int8-ct2) for a quantized version of the original [whisper-large-v3-turbo](https://huggingface.co/openai/whisper-large-v3-turbo).