flan-xl-gen4 – AI Model by devvanshhh | AlphaNeural AI

You can deploy this model and start earning money today!

devvanshhh/
flan-xl-gen4

like

0

text2text-generation

generated_from_trainer

ybelkada/flan-t5-xl-sharded-bf16

text-generation-inference

endpoints_compatible

Views

No views yet

flan-xl-gen4

This model is a fine-tuned version of ybelkada/flan-t5-xl-sharded-bf16 on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.6847
Rouge1: 36.2186
Rouge2: 27.5662
Rougel: 32.6055
Rougelsum: 32.8805
Gen Len: 10.85

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: 2e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	179	0.6847	36.2186	27.5662	32.6055	32.8805	10.85
No log	2.0	358	0.6847	36.2186	27.5662	32.6055	32.8805	10.85
0.7514	3.0	537	0.6847	36.2186	27.5662	32.6055	32.8805	10.85
0.7514	4.0	716	0.6847	36.2186	27.5662	32.6055	32.8805	10.85
0.7514	5.0	895	0.6847	36.2186	27.5662	32.6055	32.8805	10.85

Framework versions

Transformers 4.35.2
Pytorch 2.1.0+cu118
Datasets 2.15.0
Tokenizers 0.15.0