https://github.com/zeke/all-the-public-replicate-models

Metadata for all the public models on Replicate, bundled up into an npm package.
https://github.com/zeke/all-the-public-replicate-models

Last synced: 18 days ago
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Metadata for all the public models on Replicate, bundled up into an npm package.

• Host: GitHub
• URL: https://github.com/zeke/all-the-public-replicate-models
• Owner: zeke
• Created: 2023-10-04T04:08:12.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2024-04-13T00:04:41.000Z (7 months ago)
• Last Synced: 2024-04-13T13:09:51.810Z (7 months ago)
• Language: JavaScript
• Homepage: https://replicate.com/docs/reference/http#models.list
• Size: 12.1 MB
• Stars: 8
• Watchers: 3
• Forks: 1
• 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.

## 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})

```

## 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.