Update README.md

README.md

@@ -8,88 +8,28 @@ metrics:
 - f1
 pipeline_tag: text-classification
 ---
-# Model Card for Model ID
 
-<!-- Provide a quick summary of what the model is/does. -->
 
-This model classifies if a sentence has a *Shakespearea* style or a modern style.
-We used the dataset from [](). For this model we combine the original validation and test set, combine them, and re-splitted them into
-## Model Details
+# Emotion English DistilRoBERTa-base
 
-### Model Description
+# Description ℹ
 
-<!-- Provide a longer summary of what this model is. -->
+With this model, you can classify if an English sentence has a *Shakespearean* style or a *modern* style
 
+The model is a fine-tuned checkpoint of [DistilRoBERTa-base](https://huggingface.co/distilroberta-base). 
 
+# Application 🚀
 
-- **Developed by:** [More Information Needed]
-- **Shared by [optional]:** [More Information Needed]
-- **Model type:** [More Information Needed]
-- **Language(s) (NLP):** [More Information Needed]
-- **License:** [More Information Needed]
-- **Finetuned from model [optional]:** [More Information Needed]
 
-### Model Sources [optional]
+```python
+from transformers import pipeline
+classifier = pipeline("text-classification", model="notaphoenix/shakespeare_classifier_model", top_k=None)
+classifier("This is a modern sentence!")
+```
 
-<!-- Provide the basic links for the model. -->
-
-- **Repository:** [More Information Needed]
-- **Paper [optional]:** [More Information Needed]
-- **Demo [optional]:** [More Information Needed]
-
-## Uses
-
-<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
-
-### Direct Use
-
-<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
-
-[More Information Needed]
-
-### Downstream Use [optional]
-
-<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
-
-[More Information Needed]
-
-### Out-of-Scope Use
-
-<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
-
-[More Information Needed]
-
-## Bias, Risks, and Limitations
-
-<!-- This section is meant to convey both technical and sociotechnical limitations. -->
-
-[More Information Needed]
-
-### Recommendations
-
-<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
-
-Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
-
-## How to Get Started with the Model
-
-Use the code below to get started with the model.
-
-[More Information Needed]
-
-## Training Details
-
-### Training Data
-
-<!-- This should link to a Data Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
-
-[More Information Needed]
-
-### Training Procedure 
-
-<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
-
-
-#### Training Hyperparameters
-
-- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+```json
+[[
+{'label': 'modern', 'score': 0.901931643486023},
+{'label': 'shakespearean', 'score': 0.09806833416223526}
+]]
+```