Shawon Ashraf
shawon
AI & ML interests
Multi-Modal ML, Learning Dynamics in Larger Models, XAI
Recent Activity
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6 days ago
FlashPack: Lightning-Fast Model Loading for PyTorch
https://github.com/fal-ai/flashpack
FlashPack — a new, high-throughput file format and loading mechanism for PyTorch that makes model checkpoint I/O blazingly fast, even on systems without access to GPU Direct Storage (GDS).
With FlashPack, loading any model can be 3–6× faster than with the current state-of-the-art methods like accelerate or the standard load_state_dict() and to() flow — all wrapped in a lightweight, pure-Python package that works anywhere.
updated
a model
17 days ago
shawon/Qwen3_14B_16bit-mlx-8Bit
published
a model
17 days ago
shawon/Qwen3_14B_16bit-mlx-8Bit
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