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Pipe Network PIPE: Paglabas ng Kimi K3 MLX Port
Naglabas ang Pipe Network ng open-source MLX port para sa Kimi K3 noong Hulyo 28. Ang streaming converter at REAP pruning ay nagbawas sa modelo mula 1.6 TB patungong humigit-kumulang 350 GB, na ginagawang posible itong patakbuhin sa isang Mac Studio.
Petsa ng Kaganapan: Hulyo 28, 2026 UTC
Pipe Network
@pipenetwork
@pipenetwork
Run Kimi K3 on a Mac Studio 🫰
K3 is 2.8T parameters and 1.6TB on disk, which makes it impossible to run on Apple Silicon.
Until now.
Our MLX port is now open source: https://github.com/PipeNetwork/kimi-k3-mlx
To accomplish this, we solved two things:
1. We wrote a streaming converter that walks one layer at a time, so that mlx_lm doesn't need to materialize the whole model.
2. REAP pruning sits on top and scores all 896 experts against a calibration corpus to keep only ones your workload needs.
That's what brings K3 down to 350GB and inside a Mac Studio.
K3 is 2.8T parameters and 1.6TB on disk, which makes it impossible to run on Apple Silicon.
Until now.
Our MLX port is now open source: https://github.com/PipeNetwork/kimi-k3-mlx
To accomplish this, we solved two things:
1. We wrote a streaming converter that walks one layer at a time, so that mlx_lm doesn't need to materialize the whole model.
2. REAP pruning sits on top and scores all 896 experts against a calibration corpus to keep only ones your workload needs.
That's what brings K3 down to 350GB and inside a Mac Studio.
Pipe Network
@pipenetwork
@pipenetwork
Get the full recipe, converter, calibration and pruning scripts here: https://t.co/q3jf1q3GZG
Quants published on Hugging Face:
1. REAP73: https://t.co/FvuDPBAL6B
2. REAP80: https://t.co/DQx7he4jex
3. REAP73 specialized in Chinese + code: https://t.co/woJkmKhu2B
Quants published on Hugging Face:
1. REAP73: https://t.co/FvuDPBAL6B
2. REAP80: https://t.co/DQx7he4jex
3. REAP73 specialized in Chinese + code: https://t.co/woJkmKhu2B
Magsisimula na ang kaganapan
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28 Hul 16:38 (UTC)
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