Update README.md

README.md

@@ -27,8 +27,43 @@ model-index:
          value: 13.37
 ---
 
-`pruned_transducer_stateless5` for Ukrainian: https://github.com/proger/icefall/tree/uk
+`pruned_transducer_stateless5` with Conformer encoder for Ukrainian: https://github.com/proger/icefall/tree/uk
 
 [Data Filtering](https://github.com/proger/uk)
 
-[Tensorboard run](https://tensorboard.dev/experiment/8WizOEvHR8CqmQAOsr4ALg/)
+[Tensorboard run](https://tensorboard.dev/experiment/8WizOEvHR8CqmQAOsr4ALg/)
+
+```
+./pruned_transducer_stateless5/train.py \
+  --world-size 2 \
+  --num-epochs 30 \
+  --start-epoch 1 \
+  --full-libri 1 \
+  --exp-dir pruned_transducer_stateless5/exp-uk-shuf \
+  --max-duration 500 \
+  --use-fp16 1 \
+  --num-encoder-layers 18 \
+  --dim-feedforward 1024 \
+  --nhead 4 \
+  --encoder-dim 256 \
+  --decoder-dim 512 \
+  --joiner-dim 512 \
+  --bpe-model uk/data/lang_bpe_250/bpe.model
+```
+
+```
+./pruned_transducer_stateless5/decode.py \
+  --epoch 27 \
+  --avg 15 \
+  --use-averaged-model True \
+  --exp-dir pruned_transducer_stateless5/exp-uk-shuf \
+  --decoding-method fast_beam_search \
+  --num-encoder-layers 18 \
+  --dim-feedforward 1024 \
+  --nhead 4 \
+  --encoder-dim 256 \
+  --decoder-dim 512 \
+  --joiner-dim 512 \
+  --bpe-model uk/data/lang_bpe_250/bpe.model \
+  --lang-dir uk/data/lang_bpe_250
+```