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Open models on your own GPUs: experiments, measurements and the exact commands behind them. Full write-ups at inferencekey.com

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Serving a stateful video world model on one RTX 4090: memory, flags and seeds in Hy-Nomas

Serving a stateful video world model on one RTX 4090: memory, flags and seeds in Hy-Nomas

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4 min read
Serving Sage-A1.5 on an RTX 4090: one broken flag, one queue, and a self-check mode to measure

Serving Sage-A1.5 on an RTX 4090: one broken flag, one queue, and a self-check mode to measure

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5 min read
Ming-3.0-tts on a 16 GB card: the GPU sat mostly idle, and why a bigger one barely helps

Ming-3.0-tts on a 16 GB card: the GPU sat mostly idle, and why a bigger one barely helps

BERJAYA 1
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4 min read
Deploying Underdog Bark 3.0 Pro: verbatim transcripts, custom backends and the chunk setting

Deploying Underdog Bark 3.0 Pro: verbatim transcripts, custom backends and the chunk setting

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4 min read
Serving Claude Code from DeepInfer on 4x B200: the cache, the tail and the memory ceiling

Serving Claude Code from DeepInfer on 4x B200: the cache, the tail and the memory ceiling

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4 min read
Chat memory as a 41.9 MB file: building on MemT-1.0-Nano's save and reload

Chat memory as a 41.9 MB file: building on MemT-1.0-Nano's save and reload

BERJAYA 1
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5 min read
Serving WeVisOne-VL-4B: two engines, two copies of the weights, one chess piece apart

Serving WeVisOne-VL-4B: two engines, two copies of the weights, one chess piece apart

BERJAYA BERJAYA 4
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5 min read
Shipping Ming-Image Design: size the card by its files, and check the alpha in code

Shipping Ming-Image Design: size the card by its files, and check the alpha in code

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4 min read
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