Update README.md

README.md

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 pipeline_tag: feature-extraction
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-# Note this a bare model without any output layer or classification head. Quantized to be used for feature extraction task.
+
+## Overview
+
+This is a bare model without any output layer or classification head. It has been quantized to be used for feature extraction tasks.
+
+**Usage**
+
+This model is intended to be used as a base for training on downstream tasks. In order to use it for predictions and inference, it should be fine-tuned on a specific task with an appropriate output layer or classification head added.
+
+**Quantization**
+
+The model has been quantized using the following parameters:
+
+Lora alpha: 16
+
+Lora rank: 8
+
+Lora target modules: all-linear
+
+bits: 4
+
+LoftQ iterations: 5