Jais-AOU

astroa7m/Jais-AOU

Jais-AOU is a text generation model from astroa7m. 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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Hugging Face

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At a glance

Task: Text Generation
Library: transformers
License: apache-2.0
Model type: jais
Access: Public
Created: Oct 13, 2024
Updated: Oct 13, 2024
SHA: 21579115

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Base models

Model card

From the Hugging Face model README

Jais-AOU

This model is a fine-tuned version of inceptionai/jais-family-590m-chat on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.7540

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
gradient_accumulation_steps: 4
total_train_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 50
num_epochs: 12
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
1.1215	1.7699	50	1.1407
0.5782	3.5398	100	0.8883
0.3542	5.3097	150	0.7643
0.2372	7.0796	200	0.7418
0.203	8.8496	250	0.7372
0.1891	10.6195	300	0.7540

Framework versions

Transformers 4.45.2
Pytorch 2.4.0
Datasets 3.0.1
Tokenizers 0.20.0

Task: Text Generation
Library: transformers
Type: jais
License: apache-2.0
Created: Oct 13, 2024
Updated: Oct 13, 2024