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xlm-roberta-large-jnli-jsick

cyberagent / xlm-roberta-large-jnli-jsick

Run on huggingface.co
huggingface.co
Total runs: 293
24-hour runs: -6
7-day runs: -2
30-day runs: 103
Model's Last Updated: October 24 2022

Introduction of xlm-roberta-large-jnli-jsick

Model Details of xlm-roberta-large-jnli-jsick

Japanese Natural Language Inference Model

This model was trained using SentenceTransformers Cross-Encoder class, gradient accumulation PR , and the code from CyberAgentAILab/japanese-nli-model .

Training Data

The model was trained on the JGLUE-JNLI and JSICK datasets. For a given sentence pair, it will output three scores corresponding to the labels: contradiction, entailment, neutral.

Usage 
from transformers import AutoTokenizer, AutoModelForSequenceClassification
tokenizer = AutoTokenizer.from_pretrained('cyberagent/xlm-roberta-large-jnli-jsick')
model = AutoModelForSequenceClassification.from_pretrained('cyberagent/xlm-roberta-large-jnli-jsick')
features = tokenizer(["子供が走っている猫を見ている", "猫が走っている"], ["猫が走っている", "子供が走っている"], padding=True, truncation=True, return_tensors="pt")
model.eval()
with torch.no_grad():
    scores = model(**features).logits
    label_mapping = ['contradiction', 'entailment', 'neutral']
    labels = [label_mapping[score_max] for score_max in scores.argmax(dim=1)]
    print(labels)

Runs of cyberagent xlm-roberta-large-jnli-jsick on huggingface.co

293
Total runs
-6
24-hour runs
2
3-day runs
-2
7-day runs
103
30-day runs

More Information About xlm-roberta-large-jnli-jsick huggingface.co Model

More xlm-roberta-large-jnli-jsick license Visit here:

https://choosealicense.com/licenses/cc-by-4.0

xlm-roberta-large-jnli-jsick huggingface.co

xlm-roberta-large-jnli-jsick huggingface.co is an AI model on huggingface.co that provides xlm-roberta-large-jnli-jsick's model effect (), which can be used instantly with this cyberagent xlm-roberta-large-jnli-jsick model. huggingface.co supports a free trial of the xlm-roberta-large-jnli-jsick model, and also provides paid use of the xlm-roberta-large-jnli-jsick. Support call xlm-roberta-large-jnli-jsick model through api, including Node.js, Python, http.

xlm-roberta-large-jnli-jsick huggingface.co Url

https://huggingface.co/cyberagent/xlm-roberta-large-jnli-jsick

cyberagent xlm-roberta-large-jnli-jsick online free

xlm-roberta-large-jnli-jsick huggingface.co is an online trial and call api platform, which integrates xlm-roberta-large-jnli-jsick's modeling effects, including api services, and provides a free online trial of xlm-roberta-large-jnli-jsick, you can try xlm-roberta-large-jnli-jsick online for free by clicking the link below.

cyberagent xlm-roberta-large-jnli-jsick online free url in huggingface.co:

https://huggingface.co/cyberagent/xlm-roberta-large-jnli-jsick

xlm-roberta-large-jnli-jsick install

xlm-roberta-large-jnli-jsick is an open source model from GitHub that offers a free installation service, and any user can find xlm-roberta-large-jnli-jsick on GitHub to install. At the same time, huggingface.co provides the effect of xlm-roberta-large-jnli-jsick install, users can directly use xlm-roberta-large-jnli-jsick installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

xlm-roberta-large-jnli-jsick install url in huggingface.co:

https://huggingface.co/cyberagent/xlm-roberta-large-jnli-jsick

Url of xlm-roberta-large-jnli-jsick

xlm-roberta-large-jnli-jsick huggingface.co Url

Provider of xlm-roberta-large-jnli-jsick huggingface.co

cyberagent
ORGANIZATIONS
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