llama-aiphorist

StevenBBooth/llama-aiphorist

llama-aiphorist is a machine learning model from StevenBBooth. Use it for the machine learning task on the model card, and read the license before you ship it in a product.

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

Downloads · 30 days

Access

Public

Updated Oct 27, 2023

Repo size

406 MB

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Public

Hugging Face

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At a glance

Access: Public
Created: Oct 11, 2023
Updated: Oct 27, 2023
SHA: 38806019

Model card

From the Hugging Face model README

llama-aiphorist

This model was trained from scratch on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.6363

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: 8
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: linear
lr_scheduler_warmup_steps: 100
training_steps: 3000

Training results

Training Loss	Epoch	Step	Validation Loss
1.5999	0.11	200	1.5902
1.5361	0.23	400	1.5351
1.4199	0.34	600	1.4387
1.3791	0.46	800	1.3631
1.2768	0.57	1000	1.2918
1.235	0.69	1200	1.2203
1.1663	0.8	1400	1.1566
1.1537	0.91	1600	1.1291
0.9425	1.03	1800	1.1025
0.8586	1.14	2000	1.0530
0.8452	1.26	2200	1.0048
0.7961	1.37	2400	0.9562
0.7644	1.48	2600	0.9112
0.7511	1.6	2800	0.8766
0.6572	1.71	3000	0.6363

Framework versions

Transformers 4.34.1
Pytorch 2.1.0+cu118
Datasets 2.14.6
Tokenizers 0.14.1

Created: Oct 11, 2023
Updated: Oct 27, 2023