flan-t5-small-gigatrue

Plasmoxy/flan-t5-small-gigatrue

flan-t5-small-gigatrue is a machine learning model from Plasmoxy. Use it for the machine learning task on the model card, and read the license before you ship it in a product. 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

Library: transformers
License: apache-2.0
Model type: t5
Access: Public
Created: Dec 8, 2024
Updated: Dec 27, 2024
SHA: be98ce67

Base models

google/flan-t5-small

Model card

From the Hugging Face model README

flan-t5-small-gigatrue

This model is a fine-tuned version of google/flan-t5-small on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 2.1229

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: 0.0003
train_batch_size: 256
eval_batch_size: 256
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss
2.5659	0.2030	3000	2.1724
2.4802	0.4059	6000	2.1500
2.4581	0.6089	9000	2.1390
2.4493	0.8119	12000	2.1325
2.4436	1.0148	15000	2.1282
2.4398	1.2178	18000	2.1255
2.437	1.4207	21000	2.1246
2.434	1.6237	24000	2.1246
2.4337	1.8267	27000	2.1226
2.4337	2.0296	30000	2.1228
2.4314	2.2326	33000	2.1234
2.4332	2.4356	36000	2.1232
2.4327	2.6385	39000	2.1230
2.4329	2.8415	42000	2.1229

Framework versions

Transformers 4.45.2
Pytorch 2.5.1
Datasets 3.2.0
Tokenizers 0.20.3

Library: transformers
Type: t5
License: apache-2.0
Created: Dec 8, 2024
Updated: Dec 27, 2024