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