---
description: Distilled BERT model that was finetuned on SST-2 for sentiment classification
title: distilbert-sst-2-int8
image: https://developers.cloudflare.com/og-docs.png
---

[Skip to content](#main-content)

> Documentation Index  
> Fetch the complete documentation index at: https://developers.cloudflare.com/llms.txt  
> Use this file to discover all available pages before exploring further.

![HuggingFace logo](https://docs-durable-objects-instance-replaced-errors.previews.developers.cloudflare.com/_astro/huggingface.DMS-v5TA.svg)

# distilbert-sst-2-int8

Text Classification • HuggingFace

Copy as Markdown|[View as Markdown](https://docs-durable-objects-instance-replaced-errors.previews.developers.cloudflare.com/workers-ai/models/distilbert-sst-2-int8/index.md)|[Agent setup](https://docs-durable-objects-instance-replaced-errors.previews.developers.cloudflare.com/agent-setup/)

`@cf/huggingface/distilbert-sst-2-int8`

* Cloudflare-hosted

Distilled BERT model that was finetuned on SST-2 for sentiment classification

| Model Info       |                                                                                                    |
| ---------------- | -------------------------------------------------------------------------------------------------- |
| More information | [link ↗](https://huggingface.co/Intel/distilbert-base-uncased-finetuned-sst-2-english-int8-static) |
| Unit Pricing     | $0.026 per M input tokens                                                                          |

## Usage

```ts

export interface Env {
  AI: Ai;
}

export default {
  async fetch(request, env): Promise<Response> {

    const response = await env.AI.run(
      "@cf/huggingface/distilbert-sst-2-int8",
      {
        text: "This pizza is great!",
      }
    );

    return Response.json(response);
  },
} satisfies ExportedHandler<Env>;
```

```py

API_BASE_URL = "https://api.cloudflare.com/client/v4/accounts/{ACCOUNT_ID}/ai/run/"
headers = {"Authorization": "Bearer {API_KEY}"}

def run(model, input):
    response = requests.post(f"{API_BASE_URL}{model}", headers=headers, json=input)
    return response.json()

output = run("@cf/huggingface/distilbert-sst-2-int8", { "text": "This pizza is great!" })
print(output)
```

```sh

curl https://api.cloudflare.com/client/v4/accounts/$CLOUDFLARE_ACCOUNT_ID/ai/run/@cf/huggingface/distilbert-sst-2-int8  \
  -X POST  \
  -H "Authorization: Bearer $CLOUDFLARE_API_TOKEN"  \
  -d '{ "text": "This pizza is great!" }'
```

## Parameters

text

`string`requiredminLength: 1The text that you want to classify

type

`array`

contentType

`application/json`

description

`An array of classification results for the input text`

items

`[object Object]`

## API Schemas (Raw)

Input

Output

Was this helpful?

YesNo

## On this page

[![](https://docs-durable-objects-instance-replaced-errors.previews.developers.cloudflare.com/_astro/logo.te5VL_aD.svg)Docs](https://docs-durable-objects-instance-replaced-errors.previews.developers.cloudflare.com/)

```json
{"@context":"https://schema.org","@type":"TechArticle","@id":"https://developers.cloudflare.com/workers-ai/models/distilbert-sst-2-int8/#page","headline":"distilbert-sst-2-int8 (HuggingFace) · Cloudflare AI docs · Cloudflare Workers AI docs","description":"Distilled BERT model that was finetuned on SST-2 for sentiment classification","url":"https://developers.cloudflare.com/workers-ai/models/distilbert-sst-2-int8/","inLanguage":"en","image":"https://developers.cloudflare.com/og-docs.png","publisher":{"@type":"Organization","name":"Cloudflare","description":"One platform for your apps, agents, and workforce. Build, secure, and scale without managing infrastructure","url":"https://www.cloudflare.com/","sameAs":["https://github.com/cloudflare","https://www.linkedin.com/company/cloudflare","https://x.com/cloudflare"],"logo":{"@type":"ImageObject","url":"https://developers.cloudflare.com/logo.svg"},"address":{"@type":"PostalAddress","streetAddress":"101 Townsend St","addressLocality":"San Francisco","addressRegion":"CA","postalCode":"94107","addressCountry":"US"},"contactPoint":[{"@type":"ContactPoint","contactType":"Customer Support","url":"https://support.cloudflare.com/","availableLanguage":["English"]},{"@type":"ContactPoint","contactType":"Sales","url":"https://www.cloudflare.com/contact/","availableLanguage":["English"]}]},"isPartOf":{"@type":"WebSite","@id":"https://developers.cloudflare.com/#website","name":"Cloudflare Docs","url":"https://developers.cloudflare.com/"}}
```