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π New blog: Maintain the unmaintainable β 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 π€ Transformers, we do it with explicit software-engineering tenets, principles that make the codebase hackable at scale.
π Inside the post:
β One Model, One File: readability first β you can still open a modeling file and see the full logic, top to bottom.
β Modular Transformers: visible inheritance that cuts maintenance cost by ~15Γ while keeping models readable.
β 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 β transformers-community/Transformers-tenets
How do you stop a million-line library built by thousands of contributors from collapsing under its own weight?
At π€ Transformers, we do it with explicit software-engineering tenets, principles that make the codebase hackable at scale.
π Inside the post:
β One Model, One File: readability first β you can still open a modeling file and see the full logic, top to bottom.
β Modular Transformers: visible inheritance that cuts maintenance cost by ~15Γ while keeping models readable.
β 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 β transformers-community/Transformers-tenets
BrigitteTousiΒ
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On Wednesday, August 13 at 11am EDT, join
@clem
for a no bullshit AMA on Discord. Prep all your HF questions and meet us there! π€βοΈβ‘οΈ
https://discord.com/invite/6r5TEXyk?event=1404451892179763311
https://discord.com/invite/6r5TEXyk?event=1404451892179763311
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Thread to gossip during the
openai
GPT-5 livestream: https://www.youtube.com/watch?v=0Uu_VJeVVfo. Feel free to post your impressions below!
openai
GPT-5 livestream: https://www.youtube.com/watch?v=0Uu_VJeVVfo. Feel free to post your impressions below!
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