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makanju0la/
unifiedqa-v2-t5-base-1363200-finetuned-qa-doqa

Name: unifiedqa-v2-t5-base-1363200-finetuned-qa-doqa
Availability: InStock

transformers

pytorch

text2text-generation

generated_from_trainer

text-generation-inference

endpoints_compatible

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unifiedqa-v2-t5-base-1363200-finetuned-qa-doqa

This model is a fine-tuned version of allenai/unifiedqa-v2-t5-base-1363200 on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.3126

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: 2
eval_batch_size: 2
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 2

Training results

Training Loss	Epoch	Step	Validation Loss
0.7767	0.05	115	0.4286
0.5099	0.1	230	0.3798
0.4811	0.15	345	0.3663
0.3736	0.2	460	0.3412
0.3717	0.25	575	0.3333
0.3849	0.3	690	0.3532
0.4335	0.35	805	0.3266
0.3628	0.4	920	0.3149
0.3419	0.45	1035	0.3244
0.3268	0.5	1150	0.3359
0.3534	0.55	1265	0.3280
0.3806	0.6	1380	0.3274
0.3566	0.65	1495	0.3279
0.4598	0.7	1610	0.3082
0.3416	0.75	1725	0.3210
0.3154	0.8	1840	0.3064
0.3165	0.85	1955	0.3045
0.2985	0.9	2070	0.3126
0.327	0.95	2185	0.3090
0.3246	1.0	2300	0.3122
0.2495	1.05	2415	0.3105
0.2271	1.1	2530	0.3143
0.2611	1.15	2645	0.3149
0.2819	1.2	2760	0.3140
0.2583	1.25	2875	0.3072
0.2708	1.3	2990	0.3112
0.264	1.35	3105	0.3153
0.2533	1.4	3220	0.3103
0.2192	1.45	3335	0.3160
0.2568	1.5	3450	0.3170
0.2692	1.55	3565	0.3148
0.2501	1.6	3680	0.3112
0.2205	1.65	3795	0.3200
0.2896	1.7	3910	0.3196
0.2546	1.75	4025	0.3160
0.2857	1.8	4140	0.3122
0.2813	1.85	4255	0.3133
0.2395	1.9	4370	0.3118
0.2523	1.95	4485	0.3126
0.25	2.0	4600	0.3126

Framework versions

Transformers 4.26.1
Pytorch 1.13.1+cu116
Datasets 2.10.1
Tokenizers 0.13.2

makanju0la/unifiedqa-v2-t5-base-1363200-finetuned-qa-doqa

unifiedqa-v2-t5-base-1363200-finetuned-qa-doqa

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

makanju0la/
unifiedqa-v2-t5-base-1363200-finetuned-qa-doqa