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Datasets:
modelpulse
/
model-pulse-data

Tasks:
Time Series Forecasting
Modalities:
Tabular
Text
Formats:
parquet
Size:
1B - 10B
Tags:
hub-stats
huggingface-hub
downloads
time-series
analytics
open-source-ai
Libraries:
Datasets
Dask
Polars
License:
Dataset card Data Studio Files
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tardellirs commited on
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Initial build: 2024-07-29 to 2026-10-02

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  1. README.md +46 -0
  2. author_series/2024-07.parquet +3 -0
  3. author_series/2024-08.parquet +3 -0
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README.md ADDED
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+ ---
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+ license: apache-2.0
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+ pretty_name: Model Pulse — daily download history of Hugging Face models
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+ tags:
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+ - hub-stats
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+ - downloads
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+ - time-series
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+ size_categories:
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+ - 100M<n<1B
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+ configs:
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+ - config_name: series
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+ data_files: "series/*.parquet"
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+ - config_name: models
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+ data_files: "models.parquet"
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+ - config_name: family_series
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+ data_files: "family_series/*.parquet"
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+ - config_name: author_series
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+ data_files: "author_series/*.parquet"
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+ - config_name: hub_series
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+ data_files: "hub_series.parquet"
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+ ---
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+
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+ # Model Pulse data
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+
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+ Daily download and like history for every actively used model on the Hugging Face Hub, from 2024-07-29 onward, updated every day. It powers [Model Pulse](https://huggingface.co/spaces/modelpulse/model-pulse).
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+
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+ Built from the daily snapshots of [cfahlgren1/hub-stats](https://huggingface.co/datasets/cfahlgren1/hub-stats) (Apache 2.0), reading each historical revision of `models.parquet`.
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+
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+ ## Files
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+
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+ | Path | Rows | What it holds |
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+ |---|---|---|
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+ | `series/YYYY-MM.parquet` | one per model per snapshot day | `id, day, dl30, dl_all, likes` |
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+ | `models.parquet` | one per tracked model | latest metadata plus derived metrics (`dl_7d`, `growth_7d`, ranks, family totals) |
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+ | `children.parquet` | one per base→derivative edge | direct derivatives with relation and downloads |
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+ | `family_series/YYYY-MM.parquet` | one per base model per day | downloads summed over the model and all its derivatives |
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+ | `author_series/YYYY-MM.parquet` | one per author per day | downloads summed over the author's models |
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+ | `hub_series.parquet` | one per day per task | Hub-wide daily downloads by `pipeline_tag` |
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+ | `leaderboards.json` | | weekly rankings shown on the site |
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+
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+ ## Notes
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+
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+ - `dl30` is the Hub's rolling 30-day download count. `dl_all` (all-time downloads) only exists from 2025-02-27, so exact daily downloads, computed as the difference of `dl_all` between snapshots, start on that date.
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+ - Some days are missing in the source (Aug 2024, Jun 2025, Apr 2026, May–Jun 2026). Totals are unaffected; daily values across a gap are averages.
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+ - A model is tracked once it has 10+ downloads in 30 days, 50+ all-time downloads, or at least one like.
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+ - Download counts follow the Hub's [counting rules](https://huggingface.co/docs/hub/models-download-stats); the Hub occasionally books delayed downloads on a single day.
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