SIGNAL ID · 05
LIVE
4,110
EVIDENCE PASSPORT
LAST FETCH
2026-05-26 18:02:54 UTC
AGE
18m ago
METHODOLOGY
v1.0
CONFIDENCE
HIGH
MEASUREMENT RISK
LOW
EVIDENCE STRENGTH
●●●
STRONG
COLLECTION
live_api
SNAPSHOT
43b7c2c1
sha256:43b7c2c1fe6072da12034a1c7f4d7c63456e97f2772b5712eb597cdf1dfdd94e
WHY THIS SIGNAL MATTERS
Tracks how many model repositories appear on the Hugging Face Hub in 24 hours as a proxy for open-model activity. It counts fine-tunes, merges, and re-uploads alongside original models, so volume does not equal novelty.
KNOWN LIMITATIONS
- Includes fine-tunes, merges, and forks (not just original models)
- A single notable model can be re-uploaded many times by community
- HF Hub is one of many model distribution channels
AI INSIGHT · POWERED BY DEEPSEEK
GENERATING…
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AI LENSES
EXPERIMENTAL
Experimental model-generated interpretation of this verified signal.
The value and Evidence Passport above are evidence-backed; AI lenses are interpretive and may be incomplete or wrong.
TREND · LAST 90 DAYS
METHODOLOGY
Count of model repositories created on the HuggingFace Hub in the trailing 24-hour window. Includes all public models across all tasks and architectures. Excludes private models and dataset repositories.
SOURCE
HuggingFace Hub API ↗
SIGNAL TYPE
RAW DATA · LAST 30 ENTRIES
DOWNLOAD JSON ↗
| DATE | VALUE | DELTA | TIMESTAMP (UTC) |
|---|---|---|---|
| Loading history… | |||
OTHER SIGNALS
NOTE ON AI ANALYSIS
AI-assisted perspectives are generated through external frontier model APIs. Provider identities may rotate. mohamed.tech performs synthesis, caching, and presentation.