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minhcrafters/
flan-t5-base-minhcrafters-pychael

Name: flan-t5-base-minhcrafters-pychael
Availability: InStock

transformers

safetensors

text2text-generation

generated_from_trainer

minhcrafters/flan-t5-base-minhcrafters

finetune

apache-2.0

text-generation-inference

endpoints_compatible

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flan-t5-base-minhcrafters-pychael

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

Loss: 1.3124
Rouge1: 34.6663
Rouge2: 4.3603
Rougel: 34.6073
Rougelsum: 34.5948
Gen Len: 14.1035

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: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
1.4472	1.0	1371	1.3073	32.4779	4.0481	32.3997	32.3826	14.6786
1.2634	2.0	2742	1.2974	33.5824	4.204	33.5354	33.5345	14.4730
1.223	3.0	4113	1.2969	34.6222	3.9502	34.6111	34.5935	14.0926
1.1697	4.0	5484	1.3094	34.1347	4.3022	34.0956	34.0611	14.2515
1.079	5.0	6855	1.3124	34.6663	4.3603	34.6073	34.5948	14.1035

Framework versions

Transformers 4.44.2
Pytorch 2.4.0
Datasets 2.21.0
Tokenizers 0.19.1

minhcrafters/flan-t5-base-minhcrafters-pychael

flan-t5-base-minhcrafters-pychael

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

minhcrafters/
flan-t5-base-minhcrafters-pychael