opt_1.3b_wiki_k10

ellen625/opt_1.3b_wiki_k10

opt_1.3b_wiki_k10 is a text generation model from ellen625. 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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Parameters

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5.3 GB on disk

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Hugging Face

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At a glance

Task: Text Generation
Library: transformers
License: other
Model type: opt
Access: Public
Created: May 22, 2024
Updated: May 22, 2024
SHA: d09a3ab2

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Base models

facebook/opt-1.3b

Model card

From the Hugging Face model README

opt_1.3b_wiki_k10

This model is a fine-tuned version of facebook/opt-1.3b on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.9411

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: 1e-05
train_batch_size: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 8
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 1
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
0.9975	0.4172	500	0.9572
0.9733	0.8344	1000	0.9430

Framework versions

Transformers 4.40.2
Pytorch 2.2.2
Datasets 2.19.1
Tokenizers 0.19.1

Task: Text Generation
Library: transformers
Type: opt
License: other
Created: May 22, 2024
Updated: May 22, 2024