java_and_text_gpt2

gbemilekeonilude/java_and_text_gpt2

java_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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At a glance

License: mit
Model type: gpt2
Access: Public
Created: Dec 3, 2024
Updated: Dec 3, 2024
SHA: 6b570ad9

Base models

openai-community/gpt2-medium

Model card

From the Hugging Face model README

java_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: 1.7454
Accuracy: 0.1806
Num Input Tokens Seen: 1990656

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	11.0141	0.1944	0
2.3634	0.6173	50	2.2269	0.1944	409600
2.003	1.2346	100	1.7977	0.2222	819200
1.7323	1.8519	150	1.7828	0.2222	1228800
1.6991	2.4691	200	1.7454	0.1806	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