Monitor Hugging Face Text-Generation Rank Changes

Created by

Vadim Bezrukov

Actor

Hugging Face Model Rankings API & Monitor

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.

Try for free

Hugging Face Model Rankings API & Monitorautoma-flow/huggingface-model-rankings-monitor

Model id

Rank

Previous rank

Change type

+10 fields

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

How it works

Sign up on Apify or log in

The Hugging Face Model Rankings API & Monitor Actor is ready to run with the inputs already set for "Monitor Hugging Face Text-Generation Rank Changes". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Monitor Hugging Face Text-Generation Rank Changes" task

The Hugging Face Model Rankings API & Monitor Actor will start running based on the input automatically. You can also change all the input fields, like model segments and watchlists, state namespace, and more, to match your specific use case.

Receive the "Monitor Hugging Face Text-Generation Rank Changes" output

Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as model id, rank, previous rank, and more.

Integrate into your workflow

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also run the "Monitor Hugging Face Text-Generation Rank Changes" task via API.