Update README.md (#1)

- Update README.md (6dd10c6ade940960072362ef00b5b5c2a6badb3a)


Co-authored-by: Valeriia Dashieva <[email protected]>

README.md

@@ -9,5 +9,23 @@ app_file: app.py
 pinned: false
 license: apache-2.0
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+# Streamlit app for NLP tasks 💡
+1. Film review classification on 'Good', 'Bad', 'Neutral' classes
+2. Assessing the toxicity of a user message
+3. Text generation using the GPT model using a custom prompt
+   
+## Team 🧑🏻‍💻
+1. [Alexey Kamaev](https://github.com/AlexeyKamaev)
+2. [Marina Kochetova](https://github.com/neonanet)
+3. [Valeriia Dashieva](https://github.com/valeriedaash)
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+## Used models 🤖
+1. For classification task we trained 3 models: TF-IDF vectorizer + LogReg, Word2Vec + LogReg, RuBert + LogReg 
+2. For toxicity assessing task we trained rubert-tiny-toxicity
+3. For Text generation task we trained rugpt3small_based_on_gpt2
+
+## Used instruments 🧰
+1. Python.
+2. Pytorch.
+3. Transformers
+4. [Streamlit](https://nnproject1-6tcyg5tnwo2we6fg8gqbgt.streamlit.app).