rat-t5-qdmr-grounded-with-db – AI Model by MatthisHoules | AlphaNeural AI

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MatthisHoules/
rat-t5-qdmr-grounded-with-db

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text2text-generation

generated_from_trainer

google-t5/t5-base

text-generation-inference

endpoints_compatible

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rat-t5-qdmr-grounded-with-db

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

Loss: 0.1317

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: 4
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 2
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
training_steps: 20000

Training results

Training Loss	Epoch	Step	Validation Loss
0.7551	0.23	500	0.3197
0.3105	0.46	1000	0.2357
0.2423	0.69	1500	0.1971
0.2029	0.92	2000	0.1769
0.1575	1.16	2500	0.1655
0.1403	1.39	3000	0.1471
0.1318	1.62	3500	0.1415
0.1297	1.85	4000	0.1312
0.1143	2.08	4500	0.1317

Framework versions

Transformers 4.33.0
Pytorch 2.0.1+cu118
Datasets 2.14.4
Tokenizers 0.13.3