metadata

language: Hebrew
datasets:
  - tdklab/Hebrew_Squad_v1.1
tags:
  - generated_from_trainer
model-index:
  - name: hebert-finetuned-hebrew-squad
    results: []
widget:
  - text: מתי הוקמה הכרמלית ?
    context: >-
      The Amazon rainforest (Portuguese: Floresta Amazônica or Amazônia;
      Spanish: Selva Amazónica, Amazonía or usually Amazonia; French: Forêt
      amazonienne; Dutch: Amazoneregenwoud), also known in English as Amazonia
      or the Amazon Jungle, is a moist broadleaf forest that covers most of the
      Amazon basin of South America. This basin encompasses 7,000,000 square
      kilometres (2,700,000 sq mi), of which 5,500,000 square kilometres
      (2,100,000 sq mi) are covered by the rainforest. This region includes
      territory belonging to nine nations. The majority of the forest is
      contained within Brazil, with 60% of the rainforest, followed by Peru with
      13%, Colombia with 10%, and with minor amounts in Venezuela, Ecuador,
      Bolivia, Guyana, Suriname and French Guiana. States or departments in four
      nations contain "Amazonas" in their names. The Amazon represents over half
      of the planet's remaining rainforests, and comprises the largest and most
      biodiverse tract of tropical rainforest in the world, with an estimated
      390 billion individual trees divided into 16,000 species.
  - text: כמה תחנות יש בכרמלית?
    context: >-
      The Amazon rainforest (Portuguese: Floresta Amazônica or Amazônia;
      Spanish: Selva Amazónica, Amazonía or usually Amazonia; French: Forêt
      amazonienne; Dutch: Amazoneregenwoud), also known in English as Amazonia
      or the Amazon Jungle, is a moist broadleaf forest that covers most of the
      Amazon basin of South America. This basin encompasses 7,000,000 square
      kilometres (2,700,000 sq mi), of which 5,500,000 square kilometres
      (2,100,000 sq mi) are covered by the rainforest. This region includes
      territory belonging to nine nations. The majority of the forest is
      contained within Brazil, with 60% of the rainforest, followed by Peru with
      13%, Colombia with 10%, and with minor amounts in Venezuela, Ecuador,
      Bolivia, Guyana, Suriname and French Guiana. States or departments in four
      nations contain "Amazonas" in their names. The Amazon represents over half
      of the planet's remaining rainforests, and comprises the largest and most
      biodiverse tract of tropical rainforest in the world, with an estimated
      390 billion individual trees divided into 16,000 species.

hebert-finetuned-hebrew-squad

This model was fine-tuned heBERT model on Hebrew SQuAD dataset.H

Model description

More information needed

Intended uses & limitations

Hebrew SQuAD

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: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 15

Framework versions

Transformers 4.17.0
Pytorch 1.10.0+cu111
Datasets 1.18.4
Tokenizers 0.11.6

About Us

Created by Matan Ben-chorin, May Flaster, Guided by Dr. Oren Mishali. This is our final project as part of computer engineering B.Sc studies in the Faculty of Electrical Engineering combined with Computer Science at Technion, Israel Institute of Technology. For more cooperation, please contact email: Matan Ben-chorin: [email protected] May Flaster: [email protected]