https://github.com/replicate/all-the-public-replicate-models
📦 Metadata for all the public models on Replicate, bundled up into an npm package.
https://github.com/replicate/all-the-public-replicate-models
Last synced: about 2 months ago
JSON representation
📦 Metadata for all the public models on Replicate, bundled up into an npm package.
- Host: GitHub
- URL: https://github.com/replicate/all-the-public-replicate-models
- Owner: replicate
- Created: 2023-10-04T04:08:12.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2025-03-07T00:08:00.000Z (about 2 months ago)
- Last Synced: 2025-03-07T01:38:19.041Z (about 2 months ago)
- Language: JavaScript
- Homepage: https://replicate.com/docs/reference/http#models.list
- Size: 237 MB
- Stars: 29
- Watchers: 8
- Forks: 4
- Open Issues: 1
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
- awesome-replicate - all-the-public-replicate-models - Metadata for all the public models on Replicate, bundled up into an npm package. (Open-source tools)
README
# 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](#stats) for each model, which are updated daily.
## Installation
```sh
npm install all-the-public-replicate-models
```
## Usage (as a library)
Full-bodied usage (all the metadata, ~17MB)
```js
import models from 'all-the-public-replicate-models'
console.log(models)
```
Lite usage (just the basic metadata, ~375K):
```js
import models from 'all-the-public-replicate-models/lite'
console.log(models)
```
Find the top 10 models by run count:
```js
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.
```js
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](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:
```command
$ npx all-the-public-replicate-models
```
The output will be:
```
[
{...},
{...},
{...},
]
```
You 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:
```command
npx all-the-public-replicate-models | jq -r 'map(select(.name | contains("whisper"))) | sort_by(.run_count) | reverse | .[] | "\(.url) \(.run_count)"'
```
- https://replicate.com/openai/whisper 3790120
- https://replicate.com/m1guelpf/whisper-subtitles 38020
- https://replicate.com/hnesk/whisper-wordtimestamps 28889
- https://replicate.com/alqasemy2020/whisper-jax 20296
- https://replicate.com/wglodell/cog-whisperx-withprompt 19326
- https://replicate.com/daanelson/whisperx 15528
...
Or you can dump all the model data to a file:
```command
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.