pythia-410m-deduped-finetuned-v2-seinfeld

sdeg/pythia-410m-deduped-finetuned-v2-seinfeld

pythia-410m-deduped-finetuned-v2-seinfeld is a text generation model from sdeg. 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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At a glance

Task: Text Generation
Library: transformers
License: apache-2.0
Model type: gpt_neox
Access: Public
Created: Feb 25, 2023
Updated: Feb 25, 2023
SHA: cfcc8281

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Model card

From the Hugging Face model README

pythia-410m-deduped-finetuned-v2-seinfeld

This model is a fine-tuned version of EleutherAI/pythia-410m-deduped on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 2.5484

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: 0.0005
train_batch_size: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 8
total_train_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 1000
num_epochs: 2
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
2.7149	0.97	25	2.6243
2.5662	1.97	50	2.5812

Framework versions

Transformers 4.26.1
Pytorch 1.13.1+cu116
Datasets 2.10.0
Tokenizers 0.13.2

Task: Text Generation
Library: transformers
Type: gpt_neox
License: apache-2.0
Created: Feb 25, 2023
Updated: Feb 25, 2023