metadata

license: apache-2.0
language:
  - ru
library_name: transformers
pipeline_tag: automatic-speech-recognition
base_model: openai/whisper-base
tags:
  - asr
  - Pytorch
  - pruned
  - audio
  - automatic-speech-recognition

Whisper-base-ru-pruned

Model info

This is a pruned version of openai/whisper-base model with only russian tokens left. Pruning was made without any fine-tuning. Method from this post was used.

Size

Model size is 30% less then original whisper-base:

	openai/whisper-base	waveletdeboshir/whisper-base-ru-pruned
n of parameters	74 M	48.5 M
n of parameters (with proj_out layer)	99 M	51 M
model file size	290 Mb	203 Mb