hf-mem

Before you use it

Input

A model repository or weight format and the intended inference environment.

Expected output

A model-weight memory estimate, not a guarantee that the full application fits.

Prerequisites

Review the CLI setup and distinguish weight memory from runtime, context and application overhead.

Publisher guidance starts with hf-cli; other workflows are installed separately. The marketplace entry is not a claim that every workflow is bundled. Review the chosen client's instructions, local hardware, authorization and possible cloud charges. Codex is described without a single surface-specific runtime test; no Codex surface is certified here.

Publisher documentation, static file observations and environment tests are different kinds of evidence. Runtime behavior has not been observed.

Study the method

Study how the workflow narrows an infrastructure question to the model weights.

1 files in the observed scope; 0 in scripts/, 0 in references/, 0 in assets/.

• SKILL.md ↗

Zero files in scripts/ does not mean no execution, network access or file writes. Markdown and other folders may describe or contain executable behavior.

Source version and requirements

Observed

2026-09-08T11:53:42.181Z

Source commit

97862b0fcc89c850fdd00c82ede1e62d3c930a6d

Content SHA-256

ee99f9d97e084aa61a80eaec4e6de2265341e71256d918d48fb87a2ac01ce99f

License

Apache-2.0

Author attribution

Repository owner: huggingface. Individual authorship is not independently established.

This page describes a pinned source snapshot, not the latest repository state. Changes after this commit have not been reconciled here. A repository license does not necessarily cover external models, datasets or services.