falcon-generate-560-smallset

sherryzha/falcon-generate-560-smallset

falcon-generate-560-smallset is a machine learning model from sherryzha. 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. --

Downloads · 30 days

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Public

Updated Oct 24, 2023

Repo size

1.2 GB

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Hugging Face

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At a glance

License: apache-2.0
Access: Public
Created: Oct 24, 2023
Updated: Oct 24, 2023
SHA: 1c2207ef

Base models

tiiuae/falcon-7b

Model card

From the Hugging Face model README

falcon-generate-560-smallset

This model is a fine-tuned version of tiiuae/falcon-7b on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.2138

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: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.03
num_epochs: 4

Training results

Training Loss	Epoch	Step	Validation Loss
2.5842	0.21	10	2.1612
2.1402	0.43	20	1.6726
1.2388	0.64	30	1.7379
1.593	0.85	40	1.6660
1.693	1.06	50	1.5479
1.1697	1.28	60	1.8677
1.7327	1.49	70	1.6845
1.5152	1.7	80	1.5870
2.0819	1.91	90	1.2138
0.9853	2.13	100	1.9800
1.0804	2.34	110	1.3695
1.8216	2.55	120	1.8492
1.0342	2.77	130	1.8183
0.9118	2.98	140	1.8248
0.7258	3.19	150	1.8724
0.7392	3.4	160	1.8986
0.9705	3.62	170	2.0972
1.81	3.83	180	2.1715

Framework versions

Transformers 4.32.1
Pytorch 2.0.1
Datasets 2.14.5
Tokenizers 0.13.3

License: apache-2.0
Created: Oct 24, 2023
Updated: Oct 24, 2023