hindi_gpt2

NebulaByte/hindi_gpt2

hindi_gpt2 is a text generation model from NebulaByte. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as mit.

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

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At a glance

Task: Text Generation
Library: transformers
License: mit
Model type: gpt2
Access: Public
Created: Jul 24, 2023
Updated: Aug 2, 2023
SHA: 1f62b224

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Base models

Model card

From the Hugging Face model README

hindi_gpt2

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

Loss: 1.9187

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: 0.0005
train_batch_size: 40
eval_batch_size: 40
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 160
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 400
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss
4.694	0.18	400	2.7361
2.3952	0.35	800	2.1608
2.1311	0.53	1200	2.0237
2.0282	0.71	1600	1.9518
1.9731	0.89	2000	1.9187

Framework versions

Transformers 4.31.0
Pytorch 2.0.1+cu118
Datasets 2.14.2
Tokenizers 0.13.3

Task: Text Generation
Library: transformers
Type: gpt2
License: mit
Created: Jul 24, 2023
Updated: Aug 2, 2023