Workflow uses Mistral-7b Model with specified prompt template for text moderation that identify and filter out any hate speech, violent language and explicit
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text-moderation-mistral-7b
Workflow uses Mistral-7b Model with specified prompt template for text moderation that identify and filter out any hate speech, violent language and explicit content and Respond with 'Inappropriate' if such content is present and 'Appropriate' otherwise.
Text Moderation
Large Language Models (LLMs), like GPT (Generative Pretrained Transformer) variants, since they are pre-trained on diverse internet text, enabling them to understand context, nuance, and the subtleties of human language, to identify and filter out inappropriate or harmful content from digital platforms.
How to use the text-moderation-mistral-7b workflow?
Using Clarifai SDK
Export your PAT as an environment variable. Then, import and initialize the API Client.
from clarifai.client.workflow import Workflow
workflow_url ='https://clarifai.com/clarifai/text-moderation/workflows/text-moderation-mistral-7b'text ='I love this movie and i would watch it again and again!'prediction = Workflow(workflow_url).predict_by_bytes(text.encode(), input_type="text")# Get workflow resultsprint(prediction.results[0].outputs[-1].data)
Using Workflow
To utilize the Sentiment Analysis workflow, you can input text through the Blue Plus Try your own Input button and it will provide whether the sentiment is positive, negative, or neutral.
Workflow ID
text-moderation-mistral-7b
Description
Workflow uses Mistral-7b Model with specified prompt template for text moderation that identify and filter out any hate speech, violent language and explicit content.
Last Updated
Apr 09, 2024
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text-moderation-mistral-7b workflow by clarifai | Clarifai - The World's AI