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Yehor

posted an update 29 days ago

Post

646

A new lightweight model to do machine translation from English to Ukrainian using recently published LFM2 model. Use demo Yehor/en-uk-translator to test it.

Facts:
- Fine-tuned with 40M samples (filtered by quality metric) from ~53.5M for 1.4 epochs
- 354M params
- Requires 1 GB of RAM to run with bf16
- BLEU on FLORES-200: 27.24
- Tokens per second: 229.93 (bs=1), 1664.40 (bs=10), 8392.48 (bs=64)
- License: lfm1.0

Mode page: Yehor/kulyk-en-uk

4 replies

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Yehor

updated 2 Spaces 3 months ago

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Yehor

posted an update 4 months ago

Post

859

Esoteric practices: inference models in PHP!

Repository: https://github.com/egorsmkv/speech-to-text-using-php

Yehor

posted an update 4 months ago

Post

2491

Made a workable program that uses IREE runtime using Rust to inference wav2vec2-bert model for Automatic Speech Recognition.

1 reply

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Yehor

posted an update 4 months ago

Post

2697

I have made a Rust project with integration of the latest state-of-the-art model for object detection, it outperforms YOLO!

Check it out: https://github.com/egorsmkv/rf-detr-usls

2 replies

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Yehor

posted an update 4 months ago

Post

2115

Convert your audio data to Parquet/DuckDB files with blazingly fast speeds!

Repository with pre-built binaries: https://github.com/crs-org/audios-to-dataset

2 replies

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Yehor

posted an update 4 months ago

Post

2259

Create spectrogram using Rust!

Slightly improved nice project that creates spectrogram and built binaries for different platform using cross-rs I've mentioned earlier in my channel.

Repo: https://github.com/crs-org/sonogram

1 reply

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Yehor

posted an update 4 months ago

Post

670

Added more built executables to extract-audio I've released recently.

See my previous post - https://huggingface.co/posts/Yehor/654118712490771

Repository: https://github.com/crs-org/extract-audio

1 reply

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Yehor

posted an update 5 months ago

Post

1948

Made a simple Python script to generate Argilla project for audio annotation from a dataset:

https://github.com/egorsmkv/argilla-audio-annotation

1 reply

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Yehor

posted an update 5 months ago

Post

2054

Are you interesting in different runtimes for AI models?

Check out IREE (iree.dev), it convert models to MLIR and then execute on different platforms.

I have tested it in Rust on CPU and CUDA: https://github.com/egorsmkv/eerie-yolo11

Yehor

posted an update 5 months ago

Post

2238

Extract audio datasets with Rust on blazingly fast speeds!

With this tool you can extract audio files from a parquet or arrow file generated by Hugging Face datasets library.

Repository: https://github.com/egorsmkv/extract-audio