T5_flansmall_phase_1

HafijulHoquenabid2/T5_flansmall_phase_1

T5_flansmall_phase_1 is a question answering model from HafijulHoquenabid2. Use it when the input is a question plus a passage. 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: Question Answering
Library: transformers
License: apache-2.0
Model type: t5
Access: Public
Created: Aug 28, 2024
Updated: Aug 28, 2024
SHA: b4e78b33

Try a prompt

Base models

google/flan-t5-small

Model card

From the Hugging Face model README

T5_flansmall_phase_1

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: 2.1215

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: 3e-05
train_batch_size: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 4

Training results

Training Loss	Epoch	Step	Validation Loss
2.3172	1.0	149	2.1880
2.2422	2.0	298	2.1493
2.1459	3.0	447	2.1261
2.106	4.0	596	2.1215

Framework versions

Transformers 4.42.4
Pytorch 2.4.0+cu121
Datasets 2.21.0
Tokenizers 0.19.1

Task: Question Answering
Library: transformers
Type: t5
License: apache-2.0
Created: Aug 28, 2024
Updated: Aug 28, 2024