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BeniaDev
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A collection of various deep learning architectures, models, and tips
llama3 implementation one matrix multiplication at a time
YSDA course in Natural Language Processing
A course on aligning smol models.
Silero Models: pre-trained speech-to-text, text-to-speech and text-enhancement models made embarrassingly simple
Theory of digital signal processing (DSP): signals, filtration (IIR, FIR, CIC, MAF), transforms (FFT, DFT, Hilbert, Z-transform) etc.
Официальный репозиторий курса Deep Learning (2018-2021) от Deep Learning School при ФПМИ МФТИ
Language modeling and instruction tuning for Russian
🐙 OctoPack: Instruction Tuning Code Large Language Models
Материалы курса Deep Learning на пальцах
Multilingual Generative Pretrained Model
Материалы курса по компьютерной лингвистике Школы Лингвистики НИУ ВШЭ
How to do Real Time Trigger Word Detection with Keras | DLology
SAGE: Spelling correction, corruption and evaluation for multiple languages
Dataset for NAACL 2021 paper: "QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization"
Russian Text Expansion based on ruGPT3Large
The broad index of NLP resources for Eastern European languages. The best EEML 2021 project.
MultiLabel classification of cow diseases by text and symptoms recognition (NER)
An example of fine-tuning of a small pretrained GPT in Russian
