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for all the public models on Replicate, bundled up into an npm package","maintainers":[{"email":"zeke@sikelianos.com","name":"zeke"},{"email":"infra@replicate.com","name":"replicatebot"},{"email":"hi@charliegleason.com","name":"superhighfives"},{"email":"hello@mattrothenberg.com","name":"mattrothenberg"}],"readme":"# all-the-public-replicate-models\n\nMetadata for all[^1] the public models on Replicate, bundled up into an npm package.\n\nThis package also includes [historical daily run counts](#stats) for each model, which are updated daily.\n\n## Installation\n\n```sh\nnpm install all-the-public-replicate-models\n```\n\n## Usage (as a library)\n\nFull-bodied usage (all the metadata, ~17MB)\n\n```js\nimport models from 'all-the-public-replicate-models'\n\nconsole.log(models)\n```\n\nLite usage (just the basic metadata, ~375K):\n\n```js\nimport models from 'all-the-public-replicate-models/lite'\n\nconsole.log(models)\n```\n\nFind the top 10 models by run count:\n\n```js\nimport models from 'all-the-public-replicate-models'\nimport {chain} from 'lodash-es'\n\nconst mostRun = chain(models).orderBy('run_count', 'desc').take(10).value()\nconsole.log({mostRun})\n```\n\n## Stats\n\nThis package also includes historical daily run counts for each model, which are updated daily.\n\n```js\nimport stats from 'all-the-public-replicate-models/stats'\n\nconsole.log(stats[\"black-forest-labs/flux-schnell\"].slice(-5))\n\n/*\n[\n  { date: '2025-01-03', totalRuns: 176951005, dailyRuns: 1071498 },\n  { date: '2025-01-04', totalRuns: 178025758, dailyRuns: 1074753 },\n  { date: '2025-01-05', totalRuns: 179119496, dailyRuns: 1093738 },\n  { date: '2025-01-06', totalRuns: 180272877, dailyRuns: 1153381 },\n  { date: '2025-01-07', totalRuns: 181445133, dailyRuns: 1172256 }\n]\n*/\n```\n\nSee [example.js](example.js) for a code snippet that uses the stats.\n\n## Usage (as a CLI)\n\nThe CLI dumps the model metadata to standard output as a big JSON object:\n\n```command\n$ npx all-the-public-replicate-models\n```\n\nThe output will be:\n\n```\n[\n  {...},\n  {...},\n  {...},\n]\n```\n\nYou can use [jq](https://stedolan.github.io/jq/) to filter the output. Here's an example that finds all the whisper models and sorts them by run count:\n\n```command\nnpx all-the-public-replicate-models | jq -r 'map(select(.name | contains(\"whisper\"))) | sort_by(.run_count) | reverse | .[] | \"\\(.url) \\(.run_count)\"'\n```\n\n- https://replicate.com/openai/whisper 3790120\n- https://replicate.com/m1guelpf/whisper-subtitles 38020\n- https://replicate.com/hnesk/whisper-wordtimestamps 28889\n- https://replicate.com/alqasemy2020/whisper-jax 20296\n- https://replicate.com/wglodell/cog-whisperx-withprompt 19326\n- https://replicate.com/daanelson/whisperx 15528\n...\n\n\nOr you can dump all the model data to a file:\n\n```command\nnpx all-the-public-replicate-models > models.json\n```\n\nNote: the repo stores `models.json.gz` to keep git sizes down. The published npm package still ships `models.json`.\n\n[^1]: Technically it's not _all_ the models, but every model that is public, has at least one published version, and has at least one example prediction.","readmeFilename":"README.md"}