codeparrot-ds

mengren1942/codeparrot-ds

codeparrot-ds is a text generation model from mengren1942. 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: May 1, 2024
Updated: Feb 2, 2025
SHA: f4c66192

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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: 0.7529

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: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 8
total_train_batch_size: 64
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 100
num_epochs: 1
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
2.2041	0.2647	500	1.8444
1.6216	0.5293	1000	1.3083
1.2712	0.7940	1500	0.9093

Framework versions

Transformers 4.43.3
Pytorch 2.3.1
Datasets 2.19.2
Tokenizers 0.19.1

Task: Text Generation
Library: transformers
Type: gpt2
License: mit
Created: May 1, 2024
Updated: Feb 2, 2025