codeparrot-ds

schubertcarvalho/codeparrot-ds

codeparrot-ds is a text generation model from schubertcarvalho. 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: Oct 30, 2023
Updated: Oct 31, 2023
SHA: ce66bac3

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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: 1.9622

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: 128
eval_batch_size: 128
seed: 42
gradient_accumulation_steps: 8
total_train_batch_size: 1024
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
6.5115	0.15	200	4.8032
4.3012	0.3	400	3.6027
3.3162	0.45	600	2.8147
2.742	0.6	800	2.4321
2.4234	0.75	1000	2.2029
2.1911	0.9	1200	1.9622

Framework versions

Transformers 4.34.0
Pytorch 2.1.0a0+29c30b1
Datasets 2.14.5
Tokenizers 0.14.1

Task: Text Generation
Library: transformers
Type: gpt2
License: mit
Created: Oct 30, 2023
Updated: Oct 31, 2023