astromer_v2_finetuned

ashishkgpian/astromer_v2_finetuned

astromer_v2_finetuned is a text generation model from ashishkgpian. Use it when you need the model to write or continue text. It is set up for transformers.

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

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At a glance

Task: Text Generation
Library: transformers
Model type: t5
Access: Public
Created: Mar 9, 2024
Updated: Mar 9, 2024
SHA: 1d3930b3

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Base models

ashishkgpian/astromer_v2

Model card

From the Hugging Face model README

astromer_v2_finetuned

This model is a fine-tuned version of ashishkgpian/astromer_v2 on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.2936
Rouge1: 0.4567
Rouge2: 0.2595
Rougel: 0.4022
Rougelsum: 0.4021
Gen Len: 16.5385

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: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 1
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
1.2499	1.0	4038	1.2936	0.4567	0.2595	0.4022	0.4021	16.5385

Framework versions

Transformers 4.38.2
Pytorch 2.1.2
Datasets 2.1.0
Tokenizers 0.15.1

Task: Text Generation
Library: transformers
Type: t5
Created: Mar 9, 2024
Updated: Mar 9, 2024