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GitHub seismograph — discoveries and growing interest

huggingface/transformers

Language modelsPython#nlp#natural-language-processing#pytorch#pytorch-transformers#transformer
Total stars
168,019
Today
+16since 00:40 UTC
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🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

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About the project

Model-definition framework for state-of-the-art pretrained ML models (text, vision, audio, multimodal) for inference and training, compatible with most training and inference engines.

Useful for
  • Run text generation with Qwen2.5 via the pipeline API
  • Transcribe audio with Whisper through the pipeline API
  • Classify an image with DINOv2 via the pipeline API

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →

2.8 Steady Magnitude out of 10 — how fast interest is growing, not a quality score.

Star growth looks organic. Data as of October 23, 2026, 10:35 UTC.

The star-growth assessment does not verify whether the project is safe to run.

Stars per day

0250500August 1, 2026October 29, 2026

Bars show stars per UTC day; the line is a moving average of available history. Gaps mean missing data, not zero growth. Today's bar is incomplete. Red marks spike days.

Why it’s trending

  • Star-counter measurements on 2026-10-23 (UTC), 00:40–10:27: 168003 → 168019 stars (+16). This is the change over that interval.
  • Estimated end-of-day forecast: about +43 stars, using observed gains and the previous day.
  • Interest is fading: the two-day pace is 49% of the previous week and a half.
  • About 14 forks a day — people are taking the code.
  • Recent forks include notable developers: @benthecarman (592 followers).

Measured growth: the last 7 completed days

The full 7-day window is unavailable; no weekly total or comparison is calculated.

Daily measurements · UTC
October 22, 2026
57
October 23, 2026
10
October 24, 2026
—
October 25, 2026
—
October 26, 2026
—
October 27, 2026
—
October 28, 2026
—

Largest measured day in the last 30 days: 428 · October 10, 2026. Days with data: 25.

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 23, 2026, 10:35 UTC. Sources and measurement limits →

Three GitHub discoveries in each edition

What they do, why they are gaining interest, and what to check before using them.

Editions at 10:00, 16:00, 22:00 MSK.

Read daily discoveries in English Project updates · English RSS Telegram · in Russian
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Numbers

Total stars
168,019
Today
+16 stars measured 2026-10-23, 00:40–10:27 UTC, ≈ 43 by evening
Forks
34,948
Issues and pull requests
49,113
Watchers
1,247
Language
Python
License
Apache-2.0
Latest release
v5.20.2 · October 19, 2026
Created
October 29, 2018
Last push
October 23, 2026

Star trust

Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.

These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.

Spotted in
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Paste it into your README — the badge shows the current magnitude and links to this page.

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