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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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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
Serving a 1B math model on vLLM: the memory cap sets how many answers fit, not how fast

Serving a 1B math model on vLLM: the memory cap sets how many answers fit, not how fast

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4 min read
Fitting Flint's coding agent on a 24 GB RTX 4090: context is the knob that decides

Fitting Flint's coding agent on a 24 GB RTX 4090: context is the knob that decides

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5 min read
Serving MOSS-Image: step count, memory mode and the traps that change the words you ship

Serving MOSS-Image: step count, memory mode and the traps that change the words you ship

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4 min read
Nemotron 3.5 Bolt on one GPU: what the 24 GB covers, the drafter flag and the llama.cpp trap

Nemotron 3.5 Bolt on one GPU: what the 24 GB covers, the drafter flag and the llama.cpp trap

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5 min read
Price your coding agent from its own logs before you self-host DeepInfer

Price your coding agent from its own logs before you self-host DeepInfer

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5 min read
Serving LFM2.5-24B-A2B on one 48 GB GPU: the flags, the traps and what to measure

Serving LFM2.5-24B-A2B on one 48 GB GPU: the flags, the traps and what to measure

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4 min read
Building a speech editing API on AuK-Flash: the knobs it ignores and the wording it doesn't

Building a speech editing API on AuK-Flash: the knobs it ignores and the wording it doesn't

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5 min read
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