rus_gpt2_2_epoch

SaviAnna/rus_gpt2_2_epoch

rus_gpt2_2_epoch is a machine learning model from SaviAnna. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.

should probably proofread and complete it, then remove this comment. --

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At a glance

License: mit
Model type: gpt2
Access: Public
Created: Aug 13, 2024
Updated: Aug 13, 2024
SHA: 1ced258b

Base models

Model card

From the Hugging Face model README

rus_gpt2_2_epoch

This model is a fine-tuned version of gpt2 on the None dataset. It achieves the following results on the evaluation set:

Loss: 2.7019

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: 0.005
train_batch_size: 128
eval_batch_size: 128
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 50
num_epochs: 2
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
4.2111	0.2411	2000	3.5603
3.5259	0.4821	4000	3.3412
3.3625	0.7232	6000	3.2120
3.2367	0.9642	8000	3.0991
3.1018	1.2053	10000	2.9778
2.9743	1.4463	12000	2.8497
2.8518	1.6874	14000	2.7453
2.7705	1.9284	16000	2.7019

Framework versions

Transformers 4.42.4
Pytorch 2.3.1+cu121
Datasets 2.20.0
Tokenizers 0.19.1

Type: gpt2
License: mit
Created: Aug 13, 2024
Updated: Aug 13, 2024