Update README.md

README.md

@@ -10,7 +10,7 @@ pipeline_tag: question-answering
 
 # Model Description
 
-The trained model is a fine-tuned version of [PlanTL-GOB-ES/roberta-base-bne](https://huggingface.co/PlanTL-GOB-ES/roberta-base-bne) focused on question/answer using [MS-MARCO dataset translated into Spanish](https://huggingface.co/datasets/dariolopez/ms-marco-es-500k).
+This is a sentence-transformers model: It maps sentences & paragraphs to a 768 dimensional dense vector space and can be used for tasks like clustering or semantic search.
 
 # How to use
 
@@ -52,6 +52,10 @@ for hit in hits:
 
 # Training
 
+The trained model is a fine-tuned version of [PlanTL-GOB-ES/roberta-base-bne](https://huggingface.co/PlanTL-GOB-ES/roberta-base-bne) focused on question/answer using [MS-MARCO dataset translated into Spanish](https://huggingface.co/datasets/dariolopez/ms-marco-es-500k) (query - positive - negative) dataset to train.
+
+## Features
+
 * [Base Model](https://huggingface.co/PlanTL-GOB-ES/roberta-base-bne)
 * [Config used to train](https://huggingface.co/dariolopez/roberta-base-bne-finetuned-msmarco-qa-es/blob/main/train_config.json)
 * Dataset: [dariolopez/ms-marco-es](https://huggingface.co/datasets/dariolopez/ms-marco-es) (query - positive - negative)
@@ -77,6 +81,14 @@ for hit in hits:
 }
 ```
 
+# Considerations for Using the Model
+
+The model is designed for use in Spanish language, specially focused on Question/Answer.
+
+## Max input length
+
+By default, input text longer than 512 word pieces is truncated.
+
 # Additional Information
 
 ## Licesing