metadata
language:
- en
license: apache-2.0
library_name: onnx
tags:
- onnx
- emotion
- sentiment
- mental-health
- forkjoin-ai
base_model: cardiffnlp/twitter-roberta-base-sentiment-latest
pipeline_tag: text-classification
Twitter Roberta Base Sentiment
Forkjoin.ai conversion of cardiffnlp/twitter-roberta-base-sentiment-latest to ONNX format for edge deployment.
Model Details
- Source Model: cardiffnlp/twitter-roberta-base-sentiment-latest
- Format: ONNX
- Converted by: Forkjoin.ai
Usage
With ONNX Runtime
import onnxruntime as ort
session = ort.InferenceSession("twitter-roberta-base-sentiment-onnx.onnx")
With Transformers + Optimum
from optimum.onnxruntime import ORTModelForSequenceClassification
model = ORTModelForSequenceClassification.from_pretrained("forkjoin-ai/twitter-roberta-base-sentiment-onnx")
About Forkjoin.ai
Forkjoin.ai runs AI models at the edge -- in-browser, on-device, zero cloud cost. These converted models power real-time inference, speech recognition, and natural language capabilities.
All conversions are optimized for edge deployment within browser and mobile memory constraints.
License
Apache 2.0 (follows upstream model license)