huggingface/transformers
State-of-the-art ML for PyTorch, TensorFlow, and JAX.
Project health
5-dimension weighted (commit / issue / PR / release / maintainer). 0 = healthiest.
- Commit freshnessCollecting data
- Issue responsiveness (7d)Collecting data
- PR merge activity (7d)60/100
- Release cadence0/100
- Maintainer visibility0/100
Project maturity
Enterprise-grade backing, stable maintenance, and commercial moat.
- Stars100/100
- Age100/100
- Contributors100/100
- Releases (12m)0/100
Decision evidence(2 items · expand)
- 132000★ / 2860d / 26500 contributors / 0 releases in the last 12m
- Stars ≥ 50k — at least Mature
Tiered on 132000★ / 2860d / 0 contributors / 0 releases in 12m.
Why PopScore is 28?
Weighted formula · each factor scored 0-100
- Star Velocity(35%)37/ 100·+12.9
- Fork Engagement(20%)17/ 100·+3.4
- Activity(25%)0/ 100·+0.0
- Mentions(10%)50/ 100·+5.0
- Quality Filter(10%)71/ 100·+7.1
PopScore = Σ (factor × weight) = 12.9 + 3.4 + 0.0 + 5.0 + 7.1 ≈ 28
Star trajectory (last 3 days)
Inline preview · click through for a full shareable chart
Embeddable SVG API: /api/chart?repos=huggingface/transformers&layout=rel&days=239
Activity in the last 7 days
Source: GitHub events API
- Commits0
- PRs merged0
- Issues opened0
- Issues closed0
External mentions
HN · Reddit · Lobsters — last 30 days
No mentions in the last 30 days.
GitPop scans HN Algolia, Reddit r/programming, and Lobsters every sync.
Get notified when huggingface/transformers breaks out
Star-spike alerts · release notes · security advisories — delivered via RSS, email, or webhook.
Requires account · coming in v1.3
Other top Python projects
Ranked by PopScore · same language
- PythonPop 0
Nervercc/gpt_nerver
ChatGPT Plus automation toolkit: PyQt6 desktop + JSON-RPC registration engine + card/CDK/PayPal/GCash flows
429View - PythonPop 0
lllyasviel/Fooocus
Focus on prompting and generating — minimal SD UI.
42.5kView - PythonPop 0
comfyanonymous/ComfyUI
A powerful and modular stable diffusion GUI and backend.
56.3kView
Compare with similar
All 100 →transformers vs vllm
Transformers is the general-purpose model library (training + inference); vLLM is the inference-only serving engine built for throughput
transformers vs pytorch
Transformers is the Hugging Face model library that sits on top of PyTorch
transformers vs ollama
Hugging Face is the model hub and inference library
+ 1 more comparison — Browse all comparisons
Topics
Activity
- 0 commits (7d)
- 0 PRs merged (7d)
- Created 2018-10-29
- Pushed 9d ago