[+]

README.md

@@ -13,4 +13,22 @@ widget:
   example_title: Bull
 license: gpl
 ---
-# Based Bert for sequence classification
+# Based Bert for sequence classification
+This model is a POC and shouldn't be used for any production task.
+
+## Model description
+Based Bert SC is a text classification bot for binary classification of a trading candles opening and closing prices.
+
+## Uses and limitations
+This model can reliably return the bullish or bearish status of a candle given the opening and closing, high and low in a format shown. 
+It will have trouble if the order of the numbers change (even if tags are included).
+
+### How to use
+You can use this model directly with a pipeline
+```python
+>>> from transformers import pipeline
+>>> pipe = pipeline("text-classification", model="0xMaka/based-bert-sc")
+>>> text = "identify candle: open: 21788.19, close: 21900, high: 21965.23, low: 21788.19"
+>>> pipe(text)
+[{'label': 'Bullish', 'score': 0.9999682903289795}]
+```