huggingface/transformers

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What It Calls

Calls external APIs Partial check

Without a key: Local model file: runs locally (model file). Runs locally (PyTorch): runs locally (PyTorch). Runs locally (TensorFlow): runs locally (TensorFlow).

Feature matrix
Feature Provider Use Default Alternative
External API (storage.googleapis.com) storage.googleapis.com
2 call sites
Undetermined storage.googleapis.com None
Local model file Local (model file)
1 call sites
Local - -
Runs locally (PyTorch) Local (PyTorch)
1 call sites
Local - -
Runs locally (TensorFlow) Local (TensorFlow)
1 call sites
Local - -
External APIs
API Credential Code evidence Pricing Pricing page Checked
storage.googleapis.com Credential unclear src/transformers/models/blip/convert_blip_original_pytorch_to_hf.py:94An unresolved import in the calling file No pricing info - -

Data sent out: images

Fetched over the network: Package registries (Package registry)

Checked scope: Partial check — 400/6,645 files · tree not truncated · no submodules · 2,342 unresolved import path(s)

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external API badge

[![external API](https://whatitcalls.com/badge/huggingface/transformers.svg)](https://whatitcalls.com/en/huggingface/transformers)

Shows as “external API · used” in a README.

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Freshness detailscommit 536ecc0 · checked 2026-10-10
Committed
2026-10-09 17:01 UTC
Checked
2026-10-10 11:53 UTC
HEAD last seen
2026-10-10 11:53 UTC · 536ecc0 (same as the checked commit)
Read depth
Basic (up to 400 files · 8 MB)
Scanner · rules
scan-5+verdict-5
Pricing catalog
version 2
Correction revision
0
Summary
Model ollama-cloud/gemma4:31b-cloud · some rule sentences
What is sent out
README claims ↔ code2

local

You usually don't need to build the docs locally. When you open a PR that touches files under docs/ , a bot builds a preview and posts the link as a comment on docs/README.md:22
Build locally for a faster iteration loop, or while drafting changes before you open a PR. docs/README.md:24

The README says it runs locally, while in the code does not proceed without calling .

offline

قم بتشغيل 🤗 Transformers في بيئة محمية بجدار حماية أو غير متصلة باستخدام الملفات المخزنة مؤق docs/source/ar/installation.md:128
أضف 🤗 Datasets إلى سير عمل التدريب غير المتصل باستخدام متغير البيئة HF DATASETS OFFLINE=1 . docs/source/ar/installation.md:132

The README says it works offline, while in the code does not proceed without calling .

Code quotes

Source files are not stored. Code is linked at the checked commit on GitHub; stored quotes are at most 3 lines per evidence and 6 per file.

No code evidence to quote.

Checked scope details

Files

In the repository
6,645
Checked
400 (6%)

Manifests

All priority files read

  • setup.py
  • benchmark_v2/requirements.txt
  • examples/pytorch/audio-classification/requirements.txt
  • examples/pytorch/contrastive-image-text/requirements.txt
  • examples/pytorch/image-classification/requirements.txt
  • examples/pytorch/image-pretraining/requirements.txt

+11 more

Unresolved import paths (2,342)

not read 2,292 · missing file 36 · importlib 11 · dynamic file load 1 · entry not read 1 · getattr module 1

Excluded files

  • .md 1,415
  • .yml 78
  • .json 62
  • .txt 17
  • (none) 11
  • .yaml 10

+13 more

External code not checked
None
Limits hit
file count limit
Symbolic links not followed
4
Correction history

No corrections yet.

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