codeparrot-ds

msong/codeparrot-ds

codeparrot-ds is a text generation model from msong. 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: Aug 24, 2023
Updated: Sep 3, 2023
SHA: a22bff4b

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Base models

Model card

From the Hugging Face model README

codeparrot-ds

This model is a fine-tuned version of gpt2 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.0590

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: 32
eval_batch_size: 32
seed: 42
gradient_accumulation_steps: 8
total_train_batch_size: 256
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 1000
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss
2.569	0.08	5000	1.7450
1.6804	0.15	10000	1.5230
1.5318	0.23	15000	1.4228
1.4512	0.31	20000	1.3543
1.3933	0.38	25000	1.3017
1.341	0.46	30000	1.2547
1.2962	0.54	35000	1.2101
1.2501	0.61	40000	1.1704
1.2074	0.69	45000	1.1307
1.1722	0.77	50000	1.0972
1.141	0.84	55000	1.0740
1.1228	0.92	60000	1.0618
1.1126	1.0	65000	1.0590

Framework versions

Transformers 4.31.0
Pytorch 2.0.1+cu118
Datasets 2.13.1
Tokenizers 0.13.3

Task: Text Generation
Library: transformers
Type: gpt2
License: mit
Created: Aug 24, 2023
Updated: Sep 3, 2023