Go to example tasks
Monitor Hugging Face Text-Generation Rank Changes
Created by
Vadim Bezrukov
Monitor the Hugging Face text-generation top-20. Replace the sample task tag and keep stateNamespace stable. The first run returns BASELINE; later runs return rank, presence and metadata changes, plus metric changes of at least 5%. A quiet run still returns query_status.
Hugging Face Model Rankings API & Monitorautoma-flow/huggingface-model-rankings-monitor
Model id
Rank
Previous rank
Change type
+10 fieldsTextNumberBooleanListObject
Input
Model segments and watchlists(required)
Query kind:segment
Pipeline tag:text-generation
Sort:downloads
Top N:20
State namespace:textgen-top20
Metric change threshold (%):5
Output fields
Model id
Rank
Previous rank
Change type
Changed fields
Previous values
Downloads
Downloads delta
Likes
Likes delta
License
Verification status
Event id
Observed at
Sign up on Apify01
Create your Apify account to access the Hugging Face Model Rankings API & Monitor.
Start the run02
The Actor will start running based on the input automatically.
Receive the output03
Monitor the progress in real-time. You will be notified as soon as your dataset is complete and ready for review.
Integrate into your workflow04
The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow.
