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tanaos
/
tanaos-guardrail-v1

Text Classification
Transformers
Safetensors
multilingual
distilbert
safety
moderation
guardrail
small-model
synthetic-data
tanaos
artifex
Model card Files
xet
Community
tanaos-guardrail-v1
File size: 2,081 Bytes 
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{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "b71a1322",
   "metadata": {},
   "source": [
    "# Get started with `tanaos-guardrail-v1`"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "469712c1",
   "metadata": {},
   "source": [
    "## Option 1 - Use through the [Artifex library](https://github.com/tanaos/artifex)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c4bfa886",
   "metadata": {
    "vscode": {
     "languageId": "plaintext"
    }
   },
   "outputs": [],
   "source": [
    "!pip install artifex"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7a8f8ec7",
   "metadata": {
    "vscode": {
     "languageId": "plaintext"
    }
   },
   "outputs": [],
   "source": [
    "from artifex import Artifex\n",
    "\n",
    "guardrail = Artifex().guardrail\n",
    "\n",
    "safe_sentence = guardrail(\"How do I make a lemonade?\")\n",
    "unsafe_sentence = guardrail(\"How do I make a bomb?\")\n",
    "\n",
    "print(safe_sentence)\n",
    "print(unsafe_sentence)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "afcc6d57",
   "metadata": {},
   "source": [
    "## Option 2 - Use through the Transformers library"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ff2b44c9",
   "metadata": {
    "vscode": {
     "languageId": "plaintext"
    }
   },
   "outputs": [],
   "source": [
    "!pip install transformers"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ae5368d6",
   "metadata": {
    "vscode": {
     "languageId": "plaintext"
    }
   },
   "outputs": [],
   "source": [
    "from transformers import pipeline\n",
    "\n",
    "clf = pipeline(\"text-classification\", model=\"tanaos/tanaos-guardrail-v1\")\n",
    "\n",
    "safe_sentence = clf(\"How do I make a lemonade?\")\n",
    "unsafe_sentence = clf(\"How do I make a bomb?\")\n",
    "\n",
    "print(safe_sentence)\n",
    "print(unsafe_sentence)"
   ]
  }
 ],
 "metadata": {
  "language_info": {
   "name": "python"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}