dalio-6.7b-test

AlekseyKorshuk/dalio-6.7b-test

dalio-6.7b-test is a text generation model from AlekseyKorshuk. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as other.

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

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At a glance

Task: Text Generation
Library: transformers
License: other
Model type: opt
Access: Public
Created: Nov 8, 2022
Updated: Nov 8, 2022
SHA: f2dac183

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Model card

From the Hugging Face model README

dalio-6.7b-test

This model is a fine-tuned version of facebook/opt-6.7b on the None dataset. It achieves the following results on the evaluation set:

Loss: 2.6641
Accuracy: 0.0662

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: 5e-05
train_batch_size: 1
eval_batch_size: 1
seed: 42
distributed_type: multi-GPU
num_devices: 8
total_train_batch_size: 8
total_eval_batch_size: 8
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
num_epochs: 2.0

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
2.5958	0.31	16	2.5371	0.0659
2.3784	0.62	32	2.5039	0.0670
2.3578	0.92	48	2.6074	0.0654
1.3819	1.23	64	2.6680	0.0658
1.1529	1.54	80	2.6738	0.0665
1.2938	1.85	96	2.6641	0.0662

Framework versions

Transformers 4.25.0.dev0
Pytorch 1.12.1+cu113
Datasets 2.3.2
Tokenizers 0.12.1

Task: Text Generation
Library: transformers
Type: opt
License: other
Created: Nov 8, 2022
Updated: Nov 8, 2022