forkjoin-ai/deberta-v3-base-mnli-onnx

Deberta V3 Base Mnli

Forkjoin.ai conversion of cross-encoder/nli-deberta-v3-base to ONNX format for edge deployment.

Model Details

• Source Model: cross-encoder/nli-deberta-v3-base
• Format: ONNX
• Converted by: Forkjoin.ai

Usage

With ONNX Runtime

import onnxruntime as ort

session = ort.InferenceSession("deberta-v3-base-mnli-onnx.onnx")

With Transformers + Optimum

from optimum.onnxruntime import ORTModelForSequenceClassification
model = ORTModelForSequenceClassification.from_pretrained("forkjoin-ai/deberta-v3-base-mnli-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)