RedPajama-INCITE-Base-3B-v1-colab

vincentmin/RedPajama-INCITE-Base-3B-v1-colab

RedPajama-INCITE-Base-3B-v1-colab is a machine learning model from vincentmin. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.

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

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Public

Updated Jul 5, 2023

Repo size

210 MB

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Hugging Face

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At a glance

License: apache-2.0
Access: Public
Created: Jul 5, 2023
Updated: Jul 5, 2023
SHA: a46f24ff

Base models

togethercomputer/RedPajama-INCITE-Base-3B-v1

Model card

From the Hugging Face model README

RedPajama-INCITE-Base-3B-v1-colab

This model is a fine-tuned version of togethercomputer/RedPajama-INCITE-Base-3B-v1 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.6061

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
gradient_accumulation_steps: 4
total_train_batch_size: 4
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss
1.59	0.08	200	1.6639
1.6331	0.16	400	1.6433
1.6253	0.24	600	1.6323
1.6133	0.33	800	1.6259
1.6153	0.41	1000	1.6210
1.5429	0.49	1200	1.6165
1.5379	0.57	1400	1.6129
1.6046	0.65	1600	1.6090
1.6253	0.73	1800	1.6073
1.6955	0.81	2000	1.6061

Framework versions

Transformers 4.31.0.dev0
Pytorch 2.0.1+cu118
Datasets 2.13.1
Tokenizers 0.13.3

License: apache-2.0
Created: Jul 5, 2023
Updated: Jul 5, 2023