---
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."
- text: "היכן נמצאת הכנסת?"
  context: "The A"
- text: "מהו כרם?"
  context: "The A"
- text: "מהי עיר הבירה של מדינת ישראל?"
  context: "ירושלים היא עיר הבירה של מדינת ישראל , והעיר הגדולה ביותר בישראל בגודל האוכלוסייה. נכון לשנת 2021, מתגוררים בה כ-957 אלף תושבים. בירושלים שוכנים מוסדות הממשל של ישראל: הכנסת, בית המשפט העליון, משכן הנשיא, בית ראש הממשלה ורוב משרדי הממשלה. ירושלים שוכנת בהרי יהודה, על קו פרשת המים הארצי של ארץ ישראל, בין הים התיכון וים המלח, ברום של 570 עד 857 מטרים מעל פני הים."
- text: "מה גרם לירידת מפלס המים?"
  context: "The A"

  
---



<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->

# 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: matan.bh1@gmail.com
May Flaster: mayflaster96@gmail.com