Hinglish sentiment models

Two Hinglish (Hindi-English code-mixed) sentiment models.

Folder	Description
`model_1.0/`	Newer model with better accuracy. Contains `hinglish_model_checkpoint` (PyTorch), `hinglish_onnx_model` (ONNX) and `hinglish_onnx_fp16` (optimized fp16 ONNX).
`model_-1.0/`	Older model with better speed (optimized ONNX).

Usage

from transformers import AutoTokenizer, AutoModelForSequenceClassification

repo = "v-krishna07/hinglish-models"
sub = "model_1.0/hinglish_model_checkpoint"
tok = AutoTokenizer.from_pretrained(repo, subfolder=sub)
model = AutoModelForSequenceClassification.from_pretrained(repo, subfolder=sub)

For the ONNX folders, use optimum:

from optimum.onnxruntime import ORTModelForSequenceClassification

model = ORTModelForSequenceClassification.from_pretrained(
    repo, subfolder="model_-1.0", file_name="model_optimized.onnx"
)

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