Skip to main content

cjm-substrate-hf-utils

Hugging Face Hub helpers for cjm-substrate capabilities: cache-config mixin, progress-reporting snapshot downloads, and typed-OOM model loading.

Modules

  • cjm_substrate_hf_utils.__init__
  • cjm_substrate_hf_utils.cache_config — A dataclass mixin adding HuggingFace Hub cache / revision / air-gap / security fields to a capability's config, with RELOAD_TRIGGER + JSON-schema metadata pre-set.
  • cjm_substrate_hf_utils.download — Wrap huggingface_hub.snapshot_download so per-file progress flows to the capability's report_progress, defeating the substrate's stall detector during downloads.
  • cjm_substrate_hf_utils.loading — Call model_class.from_pretrained(...) and convert CUDA OOM into the substrate's typed CapabilityResourceError for CR-7 reactive retry.

API

cjm_substrate_hf_utils.cache_config

  • HFCacheConfig class — Mixin adding HuggingFace Hub cache/revision/air-gap/security fields to a capability config.

cjm_substrate_hf_utils.download

  • snapshot_download_with_progress function — Download an HF Hub snapshot, streaming per-file progress to report_progress.

cjm_substrate_hf_utils.loading

  • load_pretrained_with_oom function — Call model_class.from_pretrained(repo_id, **kwargs), converting CUDA OOM to a typed error.

Dependencies

Depends on: cjm-substrate, cjm-substrate-torch-utils, huggingface-hub, tqdm Used by: cjm-capability-qwen3-forced-aligner, cjm-capability-voxtral-hf

Metadata

Release files for cjm-substrate-hf-utils 0.0.15

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for cjm-substrate-hf-utils 0.0.15
File Size Uploaded Provenance
cjm_substrate_hf_utils-0.0.15.tar.gz 10.7 kB Without provenance Details

Built distribution (wheel)

Table of built distributions (wheels) for cjm-substrate-hf-utils 0.0.15
File Interpreter ABI Platform
cjm_substrate_hf_utils-0.0.15-py3-none-any.whl Python 3 none any Details

Total release size: 21.1 kB

Release files / cjm_substrate_hf_utils-0.0.15.tar.gz

Download URL cjm_substrate_hf_utils-0.0.15.tar.gz
Size 10.7 kB
Tags Source
SHA-256 checksum
How to use checksums
dd4ad33bfe39ab444ce483cf5ed041f4cfa723f6dd4927f1628aba83b39381c0
BLAKE2b-256 checksum
How to use checksums
730c2604105cb5944290f39a25e6319aa13b81c55082c380f9f95a30d70376e6
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.12.12

Release files / cjm_substrate_hf_utils-0.0.15-py3-none-any.whl

Download URL cjm_substrate_hf_utils-0.0.15-py3-none-any.whl
Size 10.4 kB
Tags Python 3
SHA-256 checksum
How to use checksums
98f4f3e0f2060ba692b467f070507d5beeeefe745f351700632da3c95ad9f043
BLAKE2b-256 checksum
How to use checksums
2ba2e6e2c066577d8bba9cf10c2942bbadb6f6859335d429097818dd28406c16
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.12.12

Security for cjm-substrate-hf-utils 0.0.15

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

No provenance found

None of the files in this release were uploaded with provenance metadata.

A note on package security

PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page