homework_1

Alan-Shih/homework_1

homework_1 is a text generation model from Alan-Shih. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: Text Generation
Library: transformers
License: apache-2.0
Model type: llama
Access: Public
Created: Mar 23, 2024
Updated: Mar 25, 2024
SHA: b7da4b14

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Base models

Model card

From the Hugging Face model README

homework_1

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

Loss: 0.8327
Matthews Correlation: 0.5298

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: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Matthews Correlation
0.5156	1.0	535	0.4525	0.4464
0.342	2.0	1070	0.4731	0.5198
0.2309	3.0	1605	0.6647	0.5153
0.1705	4.0	2140	0.7939	0.5166
0.1268	5.0	2675	0.8327	0.5298

Framework versions

Transformers 4.39.1
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2

Task: Text Generation
Library: transformers
Type: llama
License: apache-2.0
Created: Mar 23, 2024
Updated: Mar 25, 2024