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distilbert-base-uncased-mnli

optimum / distilbert-base-uncased-mnli

Run on huggingface.co
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Total runs: 37
24-hour runs: 1
7-day runs: 6
30-day runs: 26
Model's Last Updated: March 25 2022
zero-shot-classification

Introduction of distilbert-base-uncased-mnli

Model Details of distilbert-base-uncased-mnli

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This is the uncased DistilBERT model fine-tuned on Multi-Genre Natural Language Inference (MNLI) dataset for the zero-shot classification task. The model is not case-sensitive, i.e., it does not make a difference between "english" and "English".

Training

Training is done on a p3.2xlarge AWS EC2 instance (1 NVIDIA Tesla V100 GPUs), with the following hyperparameters: 

$ run_glue.py \
    --model_name_or_path distilbert-base-uncased \
    --task_name mnli \
    --do_train \
    --do_eval \
    --max_seq_length 128 \
    --per_device_train_batch_size 16 \
    --learning_rate 2e-5 \
    --num_train_epochs 5 \
    --output_dir /tmp/distilbert-base-uncased_mnli/
Evaluation results
Task MNLI MNLI-mm
82.0 82.0

Runs of optimum distilbert-base-uncased-mnli on huggingface.co

37
Total runs
1
24-hour runs
1
3-day runs
6
7-day runs
26
30-day runs

More Information About distilbert-base-uncased-mnli huggingface.co Model

distilbert-base-uncased-mnli huggingface.co

distilbert-base-uncased-mnli huggingface.co is an AI model on huggingface.co that provides distilbert-base-uncased-mnli's model effect (), which can be used instantly with this optimum distilbert-base-uncased-mnli model. huggingface.co supports a free trial of the distilbert-base-uncased-mnli model, and also provides paid use of the distilbert-base-uncased-mnli. Support call distilbert-base-uncased-mnli model through api, including Node.js, Python, http.

distilbert-base-uncased-mnli huggingface.co Url

https://huggingface.co/optimum/distilbert-base-uncased-mnli

optimum distilbert-base-uncased-mnli online free

distilbert-base-uncased-mnli huggingface.co is an online trial and call api platform, which integrates distilbert-base-uncased-mnli's modeling effects, including api services, and provides a free online trial of distilbert-base-uncased-mnli, you can try distilbert-base-uncased-mnli online for free by clicking the link below.

optimum distilbert-base-uncased-mnli online free url in huggingface.co:

https://huggingface.co/optimum/distilbert-base-uncased-mnli

distilbert-base-uncased-mnli install

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

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https://huggingface.co/optimum/distilbert-base-uncased-mnli

Url of distilbert-base-uncased-mnli

distilbert-base-uncased-mnli huggingface.co Url

Provider of distilbert-base-uncased-mnli huggingface.co

optimum
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