cpp_and_text_gpt2

gbemilekeonilude/cpp_and_text_gpt2

cpp_and_text_gpt2 is a machine learning model from gbemilekeonilude. 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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Hugging Face

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At a glance

License: mit
Model type: gpt2
Access: Public
Created: Dec 3, 2024
Updated: Dec 3, 2024
SHA: 122a7202

Base models

openai-community/gpt2-medium

Model card

From the Hugging Face model README

cpp_and_text_gpt2

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

Loss: 1.6778
Accuracy: 0.1571
Num Input Tokens Seen: 1941504

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: 2e-05
train_batch_size: 4
eval_batch_size: 4
seed: 42
distributed_type: multi-GPU
num_devices: 2
total_train_batch_size: 8
total_eval_batch_size: 8
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.03
num_epochs: 3.0

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	Input Tokens Seen
No log	0	0	4.9861	0.2	0
1.8815	0.6329	50	1.7072	0.1857	409600
1.6129	1.2658	100	1.7499	0.1571	819200
1.6363	1.8987	150	1.7443	0.1571	1228800
1.5486	2.5316	200	1.6778	0.1571	1638400

Framework versions

Transformers 4.43.2
Pytorch 2.4.0
Datasets 2.20.0
Tokenizers 0.19.1

Type: gpt2
License: mit
Created: Dec 3, 2024
Updated: Dec 3, 2024