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merveย 
posted an update 12 months ago
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deepseek-ai/DeepSeek-OCR is out! ๐Ÿ”ฅ my take โคต๏ธ
> pretty insane it can parse and re-render charts in HTML
> it uses CLIP and SAM features concatenated, so better grounding
> very efficient per vision tokens/performance ratio
> covers 100 languages
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Molbapย 
posted an update 12 months ago
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๐Ÿš€ New blog: Maintain the unmaintainable โ€“ 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 ๐Ÿค— Transformers, we do it with explicit software-engineering tenets, principles that make the codebase hackable at scale.

๐Ÿ” Inside the post:
โ€“ One Model, One File: readability first โ€” you can still open a modeling file and see the full logic, top to bottom.
โ€“ Modular Transformers: visible inheritance that cuts maintenance cost by ~15ร— while keeping models readable.
โ€“ 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 โ†’ transformers-community/Transformers-tenets
merveย 
posted an update about 1 year ago
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7343
large AI labs open-sourced a ton of models last week ๐Ÿ”ฅ
here's few picks, find even more here merve/sep-16-releases-68d13ea4c547f02f95842f05 ๐Ÿค
> IBM released a new Docling model with 258M params based on Granite (A2.0) ๐Ÿ“ ibm-granite/granite-docling-258M
> Xiaomi released 7B audio LM with base and instruct variants (MIT) XiaomiMiMo/mimo-audio-68cc7202692c27dae881cce0
> DecartAI released Lucy Edit, open Nano Banana ๐ŸŒ (NC) decart-ai/Lucy-Edit-Dev
> OpenGVLab released a family of agentic computer use models (3B/7B/32B) with the dataset ๐Ÿ’ป OpenGVLab/scalecua-68c912cf56f7ff4c8e034003
> Meituan Longcat released thinking version of LongCat-Flash ๐Ÿ’ญ meituan-longcat/LongCat-Flash-Thinking
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