All-the-public-replicate-models NPM | npm.io

1.411.0 • Published 6 months ago

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6 months ago

all-the-public-replicate-models

Metadata for all^1 the public models on Replicate, bundled up into an npm package.

This package also includes historical daily run counts for each model, which are updated daily.

Installation

npm install all-the-public-replicate-models

Usage (as a library)

Full-bodied usage (all the metadata, ~17MB)

import models from 'all-the-public-replicate-models'

console.log(models)

Lite usage (just the basic metadata, ~375K):

import models from 'all-the-public-replicate-models/lite'

console.log(models)

Find the top 10 models by run count:

import models from 'all-the-public-replicate-models'
import {chain} from 'lodash-es'

const mostRun = chain(models).orderBy('run_count', 'desc').take(10).value()
console.log({mostRun})

Stats

This package also includes historical daily run counts for each model, which are updated daily.

import stats from 'all-the-public-replicate-models/stats'

console.log(stats["black-forest-labs/flux-schnell"].slice(-5))

/*
[
  { date: '2025-01-03', totalRuns: 176951005, dailyRuns: 1071498 },
  { date: '2025-01-04', totalRuns: 178025758, dailyRuns: 1074753 },
  { date: '2025-01-05', totalRuns: 179119496, dailyRuns: 1093738 },
  { date: '2025-01-06', totalRuns: 180272877, dailyRuns: 1153381 },
  { date: '2025-01-07', totalRuns: 181445133, dailyRuns: 1172256 }
]
*/

See example.js for a code snippet that uses the stats.

Usage (as a CLI)

The CLI dumps the model metadata to standard output as a big JSON object:

$ npx all-the-public-replicate-models

The output will be:

[
  {...},
  {...},
  {...},
]

You can use jq to filter the output. Here's an example that finds all the whisper models and sorts them by run count:

npx all-the-public-replicate-models | jq -r 'map(select(.name | contains("whisper"))) | sort_by(.run_count) | reverse | .[] | "\(.url) \(.run_count)"'

Or you can dump all the model data to a file:

npx all-the-public-replicate-models > models.json

^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.

@everything-registry/sub-chunk-1120 create-replicate-app

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