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Alina Lozovskaya

alozowski
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AI & ML interests

NLP in all aspects

Recent Activity

upvoted an article 15 days ago
Deploying Speech-to-Speech on Hugging Face
reacted to Molbap's post with ❤️ about 1 month ago
🚀 New blog: Maintain the unmaintainable – 1M+ Python LOC, 400+ models How do you stop a million-line library built by thousands of contributors from collapsing under its own weight? At 🤗 Transformers, we do it with explicit software-engineering tenets, principles that make the codebase hackable at scale. 🔍 Inside the post: – One Model, One File: readability first — you can still open a modeling file and see the full logic, top to bottom. – Modular Transformers: visible inheritance that cuts maintenance cost by ~15× while keeping models readable. – Config-Driven Performance: FlashAttention, tensor parallelism, and attention scheduling are config-level features, not rewrites. Written with @lysandre,@pcuenq and @yonigozlan, this is a deep dive into how Transformers stays fast, open, and maintainable. Read it here → https://huggingface.co/spaces/transformers-community/Transformers-tenets
reacted to Molbap's post with 🔥 about 1 month ago
🚀 New blog: Maintain the unmaintainable – 1M+ Python LOC, 400+ models How do you stop a million-line library built by thousands of contributors from collapsing under its own weight? At 🤗 Transformers, we do it with explicit software-engineering tenets, principles that make the codebase hackable at scale. 🔍 Inside the post: – One Model, One File: readability first — you can still open a modeling file and see the full logic, top to bottom. – Modular Transformers: visible inheritance that cuts maintenance cost by ~15× while keeping models readable. – Config-Driven Performance: FlashAttention, tensor parallelism, and attention scheduling are config-level features, not rewrites. Written with @lysandre,@pcuenq and @yonigozlan, this is a deep dive into how Transformers stays fast, open, and maintainable. Read it here → https://huggingface.co/spaces/transformers-community/Transformers-tenets
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