Update README.md

README.md

@@ -1,3 +1,33 @@
----
-license: mit
----
+---
+license: mit
+tags:
+  - natural-language-processing
+  - code-generation
+  - torch
+  - lstm
+---
+
+This generative text model was trained using [Andrej Karpathy's code](https://github.com/karpathy/char-rnn) on homeworks by Linguistics students' homework assignments for a beginning Python course of HSE University.
+
+Model was trained with size 512 and 3 layers, dropout 0.5.
+
+## Usage
+
+The procedure for installing the required software is described [by Karpathy](https://github.com/karpathy/char-rnn), torch is required, the code is written in lua. Be careful, versions of libraries written many years ago are used.
+
+```bash
+th sample.lua lm_lstm_epoch19.14_0.6292.t7 -length 10000 -temperature 0.5 -primetext 'some text' 
+```
+
+## Train data
+
+Train corpus consists of joined programms in to one file inclded in this repository as `input.txt`
+
+
+## What for?
+
+In an era of winning Transformers, ancient RNN models seem archaic. But I see that they still work better than modern architectures with such important categories from the humanities point of view as individual style.
+
+This model was created just or fun of students at the end of the course.
+
+