metadata
tags:
- generated_from_trainer
model-index:
- name: out
results: []
TinyStories-GPT2-3M
This model is a tiny (3M trainable parameters) GPT-2 model pre-trained for 3 epochs on the TinyStories V2 dataset.
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Trained for 400k steps (~7 hours) on 2xH100 80GB PCIe with 32vCPU and 500GB RAM on Runpod.
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3.0
Training results
Framework versions
- Transformers 4.35.0.dev0
- Pytorch 2.0.1+cu118
- Datasets 2.14.5
- Tokenizers 0.14.1