metadata

tags:
  - generated_from_trainer
model-index:
  - name: TinyStories-3M-val-Hebrew
    results: []
license: mit
language:
  - he
widget:
  - text: היה פעם
  - text: פעם אחת
  - text: החתול שלך מאוד חמוד ו
pipeline_tag: text-generation

TinyStories-3M-val-Hebrew

This model is trained upon Norod78/TinyStoriesV2-GPT4-valid_heb-lineByLine-EoT

Dataset is a machine translation of TinyStoriesV2-GPT4-valid.txt by roneneldan

Trasnlation was done using this script

Original Dataset containing synthetically generated (by GPT-3.5 and GPT-4) short stories that only use a small vocabulary.

Model description

A very very small model (8M params) tarined on a very small dataset

A sample inference script is available

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 0.0004
train_batch_size: 24
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine_with_restarts
lr_scheduler_warmup_steps: 500
num_epochs: 300.0

Framework versions

Transformers 4.31.0.dev0
Pytorch 2.0.0
Datasets 2.13.1
Tokenizers 0.13.3