bleurt-base-128 huggingface.co api & lucadiliello bleurt-base-128 github AI Model

Introduction of bleurt-base-128

Model Details of bleurt-base-128

This model is based on a custom Transformer model that can be installed with:

pip install git+https://github.com/lucadiliello/bleurt-pytorch.git

Now load the model and make predictions with:

import torch
from bleurt_pytorch import BleurtConfig, BleurtForSequenceClassification, BleurtTokenizer

config = BleurtConfig.from_pretrained('lucadiliello/bleurt-base-128')
model = BleurtForSequenceClassification.from_pretrained('lucadiliello/bleurt-base-128')
tokenizer = BleurtTokenizer.from_pretrained('lucadiliello/bleurt-base-128')

references = ["a bird chirps by the window", "this is a random sentence"]
candidates = ["a bird chirps by the window", "this looks like a random sentence"]

model.eval()
with torch.no_grad():
    inputs = tokenizer(references, candidates, padding='longest', return_tensors='pt')
    res = model(**inputs).logits.flatten().tolist()
print(res)
# [1.0474469661712646, 0.7105223536491394]

Take a look at this repository for the definition of BleurtConfig , BleurtForSequenceClassification and BleurtTokenizer in PyTorch.

Runs of lucadiliello bleurt-base-128 on huggingface.co

Total runs

24-hour runs

3-day runs

-7

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More Information About bleurt-base-128 huggingface.co Model

bleurt-base-128 huggingface.co

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bleurt-base-128 huggingface.co Url

https://huggingface.co/lucadiliello/bleurt-base-128

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lucadiliello bleurt-base-128 online free url in huggingface.co:

https://huggingface.co/lucadiliello/bleurt-base-128

bleurt-base-128 install

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