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@smlkw doing something, just my notes to keep updates
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doing something
https://github.com/huggingface/setfit

#ai #nlp
GitHub
GitHub - huggingface/setfit: Efficient few-shot learning with Sentence Transformers
Efficient few-shot learning with Sentence Transformers - huggingface/setfit
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Let's cook, guys

#ai #speech
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https://burn.dev/blog/why-quantization-matters/

#ai #optimization
burn.dev
Why Quantization Matters
Modern deep learning models, such as large language models (LLMs), are heavily constrained by memory bandwidth. GPUs can execute floating-point operations (FLOPs) much faster than they can fetch weights from memory. For instance, an NVIDIA A10 has a peak…
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https://huggingface.co/blog/Steveeeeeeen/llasagna

#ai #speech #tts #vc
huggingface.co
From Llasa to Llasagna 🍕: Finetuning LLaSA to generates Italian speech and other languages
A Blog post by Steven Zheng on Hugging Face
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Let's cook, guys #ai #speech
As always, it's #daily_pain
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Let's cook, guys #ai #speech
It's done.

https://huggingface.co/datasets/speech-uk/voice-of-america

#ai #asr #speech
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https://t.me/neuroComputational
Telegram
Neural Encoder 🧠🌊📟
Spiky notes on computational neuroscience and biology 🔬🧬 ML / AI / AGI.
Let’s compute and fire together — so we can wire up cross-disciplinary topics.
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Polars even helps to code

#ai #polars
❤2
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Made a space to simplify my ASR research:

https://huggingface.co/spaces/Yehor/evaluate-asr-outputs

#ai #speech
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https://huggingface.co/spaces/fastrtc/object-detection

https://huggingface.co/spaces/fastrtc/object-detection/blob/main/app.py

#cv #ai
huggingface.co
Object Detection - a Hugging Face Space by fastrtc
This app detects objects in real-time video streams. Users provide a live video feed, and the app highlights detected objects with confidence scores.
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https://github.com/papers-we-love/papers-we-love
GitHub
GitHub - papers-we-love/papers-we-love: Papers from the computer science community to read and discuss.
Papers from the computer science community to read and discuss. - papers-we-love/papers-we-love
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Batch inference using vllm

#ai #vllm #speech
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https://arxiv.org/abs/2412.05265

#rl
arXiv.org
Reinforcement Learning: An Overview
This manuscript gives a big-picture, up-to-date overview of the field of (deep) reinforcement learning and sequential decision making, covering value-based methods, policy-based methods,...
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Batch inference using vllm #ai #vllm #speech
Added batch mode calculation to https://huggingface.co/spaces/Yehor/evaluate-asr-outputs

Btw, batched vllm inference gives better RTF for Whisper

#asr #ai #speech
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GitHub Copilot already has new Sonnet models

#ai
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vllm + A100 (40 GB in Google Colab) + https://huggingface.co/Yehor/whisper-large-v3-turbo-quantized-uk using batch_size=128

#ai #speech #whisper
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Initial work to add OWSM models from Espnet:

https://github.com/egorsmkv/speech-recognition-uk/issues/69

#ai #speech
GitHub
Add OWSM-CTC models · Issue #69 · egorsmkv/speech-recognition-uk
https://huggingface.co/collections/espnet/owsm-ctc-ultra-fast-speech-foundation-models-67ab7a9d91a82bab571ca42c
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Forwarded from Yehor Smoliakov
Що ж, підготовка до інференсу великих датасетів готова.

Далі сам інференс та вирівнювання даних для створення якісного speech to text датасету.

Якщо бажаєте зробити донат на хмарні GPU, ось банка:

🔗Посилання на банку
https://send.monobank.ua/jar/3Saxixsdua

💳Номер картки банки
5375 4112 0249 3776

—

Результати будуть опубліковані під відкритими ліцензіями 😎
send.monobank.ua
Безпечний переказ коштів
Надсилайте безкоштовно та безпечно кошти
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Forwarded from Назар
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Hugging Face makes not only parquet files to datasets, but DuckDB too

So, we can use them to analyze using SQL

#ai
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