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hf-mem estimates memory needs for new models

Published on February 17, 2026, the report presents hf-mem, a command-line tool for estimating memory requirements as model architectures change.

Published on February 17, 2026, the report describes hf-mem as a command-line tool that estimates the memory needed for models. The publication highlights the value of making such estimates as model architectures evolve.

The text shows an example for the Qwen3.5-397B-A17B model, using experimental mode and an FP8 KV cache. To check the scope and details, consult the original publication and verify the example command and options it describes; the report gives no numerical results from a run. If you use AI to study or apply the material, avoid sending personal data or sensitive organizational content without authorization.

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