fine_tuned_model_output_hf

martinaoliver/fine_tuned_model_output_hf

fine_tuned_model_output_hf is a text generation model from martinaoliver. 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: gpt2
Access: Public
Created: Oct 30, 2024
Updated: Oct 30, 2024
SHA: 9bc7654a

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Base models

AI4PD/ZymCTRL

Model card

From the Hugging Face model README

fine_tuned_model_output_hf

This model is a fine-tuned version of AI4PD/ZymCTRL on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.0485

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: 8e-05
train_batch_size: 1
eval_batch_size: 1
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 1.0

Training results

Training Loss	Epoch	Step	Validation Loss
No log	0.1875	30	0.2187
0.228	0.375	60	0.0874
0.228	0.5625	90	0.0696
0.0593	0.75	120	0.0562
0.0593	0.9375	150	0.0485

Framework versions

Transformers 4.44.2
Pytorch 2.5.0+cu121
Datasets 3.0.2
Tokenizers 0.19.1

Task: Text Generation
Library: transformers
Type: gpt2
License: apache-2.0
Created: Oct 30, 2024
Updated: Oct 30, 2024