CodeBERTa-language-id-onnx

[!WARNING] THIS PROJECT HAS BEEN ARCHIVED.

This project and its associated code on GitHub are no longer under active development or maintained.

ONNX version of huggingface/CodeBERTa-language-id

This model is conversion of huggingface/CodeBERTa-language-id to ONNX. The model was converted to ONNX using the 🤗 Optimum library.

Model Architecture

Base Model: CodeBERTa, a variant of the RoBERTa model trained specifically for programming languages.

Modifications: No changes except for the conversion.

Usage

Optimum

Loading the model requires the 🤗 Optimum library installed.

from optimum.onnxruntime import ORTModelForSequenceClassification
from transformers import AutoTokenizer, pipeline


tokenizer = AutoTokenizer.from_pretrained("laiyer/CodeBERTa-language-id")
model = ORTModelForSequenceClassification.from_pretrained("laiyer/CodeBERTa-language-id")
classifier = pipeline(
    task="text-classification",
    model=model,
    tokenizer=tokenizer,
)

print(classifier("""
def f(x):
    return x**2
"""))

LLM Guard

Code scanner

Community

Join our Slack to give us feedback, connect with the maintainers and fellow users, ask questions, or engage in discussions about LLM security!

<a href="https://join.slack.com/t/laiyerai/shared_invite/zt-28jv3ci39-sVxXrLs3rQdaN3mIl9IT~w"><img src="https://github.com/laiyer-ai/llm-guard/blob/main/docs/assets/join-our-slack-community.png?raw=true" width="200"></a>