t5_large_baseline – AI Model by TheLongSentance | AlphaNeural AI

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TheLongSentance/
t5_large_baseline

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text2text-generation

generated_from_trainer

text-generation-inference

endpoints_compatible

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t5_large_baseline

This model is a fine-tuned version of t5-large on an unkown dataset. It achieves the following results on the evaluation set:

Loss: 0.0010
Rouge1: 99.8958
Rouge2: 99.8696
Rougel: 99.8958
Rougelsum: 99.8958
Gen Len: 46.715

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: 4
eval_batch_size: 4
seed: 42
optimizer: Adafactor
lr_scheduler_type: linear
num_epochs: 3.0

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
0.9852	0.33	50	0.1098	55.1421	49.8248	54.4294	54.7377	19.0
0.1186	0.67	100	0.0176	58.0994	54.8973	57.7383	57.9538	19.0
0.0417	1.0	150	0.0057	58.3685	55.7353	58.279	58.2729	19.0
0.0225	1.33	200	0.0029	58.8981	56.2457	58.8202	58.7906	19.0
0.0131	1.67	250	0.0024	58.8439	56.2535	58.7557	58.7218	19.0
0.0112	2.0	300	0.0013	58.9538	56.4749	58.9322	58.8817	19.0
0.0077	2.33	350	0.0013	58.9538	56.4749	58.9322	58.8817	19.0
0.0043	2.67	400	0.0010	59.0124	56.5806	58.9867	58.9342	19.0
0.0052	3.0	450	0.0010	59.0402	56.6982	59.0385	58.986	19.0

Framework versions

Transformers 4.10.0.dev0
Pytorch 1.9.0+cu111
Datasets 1.11.0
Tokenizers 0.10.3