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YehorΒ 
posted an update 3 months ago
YehorΒ 
posted an update 3 months ago
YehorΒ 
posted an update 3 months ago
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278
Containerized Yehor/kulyk-en-uk and Yehor/kulyk-uk-en so you can just pull an image and run CPU-version to do machine translation:

docker run -p 3000:3000 --rm ghcr.io/egorsmkv/kulyk-rust:latest
YehorΒ 
posted an update 6 months ago
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767
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
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YehorΒ 
posted an update 9 months ago
YehorΒ 
posted an update 9 months ago
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2507
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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YehorΒ 
posted an update 9 months ago
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2702
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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YehorΒ 
posted an update 9 months ago
YehorΒ 
posted an update 9 months ago
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2266
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
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YehorΒ 
posted an update 9 months ago