Modelpublic

jeremyccollinsmpi/autotrain-inference_probability_2-840226804

sourceHugging Faceupdated 4y agoView on Hugging Face

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Model Card

tags: autotrain language: en widget:

—text: "I love AutoTrain 🤗" datasets:
—jeremyccollinsmpi/autotrain-data-inferenceprobability2 co2eqemissions: 0.02920886926438328 ---

Description

The input structure is:

summarize: [text]. hypothesis: [hypothesis] , and the output is 0 (hypothesis is not supported) or 1 (hypothesis is supported).

This tests whether a hypothesis is true given the preceding text. Currently the model is trained on banking chatbot intent data, such as:

summarize: How old do my kids need to be to use your service?. hypothesis: asking about an age limit

Output: 1

Model Trained Using AutoTrain

—Problem type: Summarization
—Model ID: 840226804
—CO2 Emissions (in grams): 0.02920886926438328

Validation Metrics

—Loss: 0.09617297351360321
—Rouge1: 91.2874
—Rouge2: 0.0
—RougeL: 91.2874
—RougeLsum: 91.4174
—Gen Len: 2.4915

Usage

You can use cURL to access this model:

$ curl -X POST -H "Authorization: Bearer YOUR_HUGGINGFACE_API_KEY" -H "Content-Type: application/json" -d '{"inputs": "I love AutoTrain"}' https://api-inference.huggingface.co/jeremyccollinsmpi/autotrain-inference_probability_2-840226804