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distilbart-cnn-12-6-samsum

philschmid / distilbart-cnn-12-6-samsum

Run on huggingface.co
huggingface.co
Total runs: 134
24-hour runs: 0
7-day runs: 13
30-day runs: 65
Model's Last Updated: December 05 2022
summarization

Introduction of distilbart-cnn-12-6-samsum

Model Details of distilbart-cnn-12-6-samsum

distilbart-cnn-12-6-samsum

This model was trained using Amazon SageMaker and the new Hugging Face Deep Learning container.

For more information look at:

Hyperparameters 
{
    "dataset_name": "samsum",
    "do_eval": true,
    "do_train": true,
    "fp16": true,
    "learning_rate": 5e-05,
    "model_name_or_path": "sshleifer/distilbart-cnn-12-6",
    "num_train_epochs": 3,
    "output_dir": "/opt/ml/model",
    "per_device_eval_batch_size": 8,
    "per_device_train_batch_size": 8,
    "seed": 7
}
Train results
key value
epoch 3.0
init_mem_cpu_alloc_delta 180338
init_mem_cpu_peaked_delta 18282
init_mem_gpu_alloc_delta 1222242816
init_mem_gpu_peaked_delta 0
train_mem_cpu_alloc_delta 6971403
train_mem_cpu_peaked_delta 640733
train_mem_gpu_alloc_delta 4910897664
train_mem_gpu_peaked_delta 23331969536
train_runtime 155.2034
train_samples 14732
train_samples_per_second 2.242
Eval results
key value
epoch 3.0
eval_loss 1.4209576845169067
eval_mem_cpu_alloc_delta 868003
eval_mem_cpu_peaked_delta 18250
eval_mem_gpu_alloc_delta 0
eval_mem_gpu_peaked_delta 328244736
eval_runtime 0.6088
eval_samples 818
eval_samples_per_second 1343.647
Usage 
from transformers import pipeline
summarizer = pipeline("summarization", model="philschmid/distilbart-cnn-12-6-samsum")

conversation = '''Jeff: Can I train a 🤗 Transformers model on Amazon SageMaker? 
Philipp: Sure you can use the new Hugging Face Deep Learning Container. 
Jeff: ok.
Jeff: and how can I get started? 
Jeff: where can I find documentation? 
Philipp: ok, ok you can find everything here. https://huggingface.co/blog/the-partnership-amazon-sagemaker-and-hugging-face                                           
'''
nlp(conversation)

Runs of philschmid distilbart-cnn-12-6-samsum on huggingface.co

134
Total runs
0
24-hour runs
5
3-day runs
13
7-day runs
65
30-day runs

More Information About distilbart-cnn-12-6-samsum huggingface.co Model

More distilbart-cnn-12-6-samsum license Visit here:

https://choosealicense.com/licenses/apache-2.0

distilbart-cnn-12-6-samsum huggingface.co

distilbart-cnn-12-6-samsum huggingface.co is an AI model on huggingface.co that provides distilbart-cnn-12-6-samsum's model effect (), which can be used instantly with this philschmid distilbart-cnn-12-6-samsum model. huggingface.co supports a free trial of the distilbart-cnn-12-6-samsum model, and also provides paid use of the distilbart-cnn-12-6-samsum. Support call distilbart-cnn-12-6-samsum model through api, including Node.js, Python, http.

distilbart-cnn-12-6-samsum huggingface.co Url

https://huggingface.co/philschmid/distilbart-cnn-12-6-samsum

philschmid distilbart-cnn-12-6-samsum online free

distilbart-cnn-12-6-samsum huggingface.co is an online trial and call api platform, which integrates distilbart-cnn-12-6-samsum's modeling effects, including api services, and provides a free online trial of distilbart-cnn-12-6-samsum, you can try distilbart-cnn-12-6-samsum online for free by clicking the link below.

philschmid distilbart-cnn-12-6-samsum online free url in huggingface.co:

https://huggingface.co/philschmid/distilbart-cnn-12-6-samsum

distilbart-cnn-12-6-samsum install

distilbart-cnn-12-6-samsum is an open source model from GitHub that offers a free installation service, and any user can find distilbart-cnn-12-6-samsum on GitHub to install. At the same time, huggingface.co provides the effect of distilbart-cnn-12-6-samsum install, users can directly use distilbart-cnn-12-6-samsum installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

distilbart-cnn-12-6-samsum install url in huggingface.co:

https://huggingface.co/philschmid/distilbart-cnn-12-6-samsum

Url of distilbart-cnn-12-6-samsum

distilbart-cnn-12-6-samsum huggingface.co Url

Provider of distilbart-cnn-12-6-samsum huggingface.co

philschmid
ORGANIZATIONS
huggingface.co

Other API from philschmid