Upload baseline ENC sarcasm classifier

ecd7c5a verified 3 months ago

661 Bytes

language: en
license: mit
pipeline_tag: text-classification
tags:
  - sarcasm
  - text-classification
  - bert
  - custom-code

loyongzhe/sarcasm-classifier-binary

Binary sarcasm classifier.

Architecture

Encoder: bert-base-uncased
Pooling: CLS
Head: MLP hidden size 256
Labels:
- 0 = not_sarcastic
- 1 = sarcastic

Load

from transformers import AutoTokenizer, AutoModelForSequenceClassification

repo_id = "loyongzhe/sarcasm-classifier-binary"

tokenizer = AutoTokenizer.from_pretrained(repo_id, trust_remote_code=True)
model = AutoModelForSequenceClassification.from_pretrained(
    repo_id,
    trust_remote_code=True,
)