README.md

metadata

library_name: transformers
license: apache-2.0
base_model: bert-base-cased
tags:
  - generated_from_trainer
model-index:
  - name: bert-finetuned-squad
    results: []
widget:
  - text: What's my name, eh?
    context: My name is Jason and I live in Phoenix.
    example_title: Name
  - text: Where do I live?
    context: My name is Sarah and I live in London
    example_title: Location
  - text: What does Chhauni Silkhana mean?
    context: >-
      The National Museum is located in the western part of Kathmandu, near the
      Swayambhunath stupa in an historical building. This building was
      constructed in the early 19th century by General Bhimsen Thapa. It is the
      most important museum in the country, housing an extensive collection of
      weapons, art and antiquities of historic and cultural importance. The
      museum was established in 1928 as a collection house of war trophies and
      weapons, and the initial name of this museum was Chhauni Silkhana, meaning
      'the stone house of arms and ammunition'. Given its focus, the museum
      contains many weapons, including locally made firearms used in wars,
      leather cannons from the 18th–19th century, and medieval and modern works
      in wood, bronze, stone and paintings.
    example_title: Katmandu
  - text: What are some diseases which won't benefit from PCR methods?
    context: >-
      Thus, the technological ability to detect any infectious agent rapidly and
      specifically are currently available. The only remaining blockades to the
      use of PCR as a standard tool of diagnosis are in its cost and
      application, neither of which is insurmountable. The diagnosis of a few
      diseases will not benefit from the development of PCR methods, such as
      some of the clostridial diseases (tetanus and botulism). These diseases
      are fundamentally biological poisonings by relatively small numbers of
      infectious bacteria that produce extremely potent neurotoxins. A
      significant proliferation of the infectious agent does not occur, this
      limits the ability of PCR to detect the presence of any bacteria.
    example_title: PCR methods
  - text: When is the action?
    context: >-
      On September 27, 2010, Public Safety Canada partnered with
      STOP.THINK.CONNECT, a coalition of non-profit, private sector, and
      government organizations dedicated to informing the general public on how
      to protect themselves online. On February 4, 2014, the Government of
      Canada launched the Cyber Security Cooperation Program. The program is a
      $1.5 million five-year initiative aimed at improving Canada’s cyber
      systems through grants and contributions to projects in support of this
      objective. Public Safety Canada aims to begin an evaluation of Canada's
      Cyber Security Strategy in early 2015. Public Safety Canada administers
      and routinely updates the GetCyberSafe portal for Canadian citizens, and
      carries out Cyber Security Awareness Month during October.
    example_title: Canada cyber

bert-finetuned-squad

This model is a fine-tuned version of bert-base-cased on an unknown dataset.

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 2e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
• lr_scheduler_type: linear
• num_epochs: 3
• mixed_precision_training: Native AMP

Training results

Framework versions

• Transformers 4.46.2
• Pytorch 2.5.1+cu121
• Datasets 3.1.0
• Tokenizers 0.20.3