distilroberta-base

1.6M
164
514
Small context
81M
3 languages
license:apache-2.0
by
distilbert
Language Model
OTHER
High
1.6M downloads
Battle-tested
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Edge AI:
Mobile
Laptop
Server
1GB+ RAM
Mobile
Laptop
Server
Quick Summary

--- language: en tags: - exbert

Device Compatibility

Mobile
4-6GB RAM
Laptop
16GB RAM
Server
GPU
Minimum Recommended
1GB+ RAM

Code Examples

How to Get Started With the Modelpythontransformers
>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='distilroberta-base')
>>> unmasker("Hello I'm a <mask> model.")
[{'score': 0.04673689603805542,
  'sequence': "Hello I'm a business model.",
  'token': 265,
  'token_str': ' business'},
 {'score': 0.03846118599176407,
  'sequence': "Hello I'm a freelance model.",
  'token': 18150,
  'token_str': ' freelance'},
 {'score': 0.03308931365609169,
  'sequence': "Hello I'm a fashion model.",
  'token': 2734,
  'token_str': ' fashion'},
 {'score': 0.03018997237086296,
  'sequence': "Hello I'm a role model.",
  'token': 774,
  'token_str': ' role'},
 {'score': 0.02111748233437538,
  'sequence': "Hello I'm a Playboy model.",
  'token': 24526,
  'token_str': ' Playboy'}]

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