chayankb_model_checkpoints – AI Model by chayan-frsh | AlphaNeural AI

You can deploy this model and start earning money today!

chayan-frsh/
chayankb_model_checkpoints

like

0

text2text-generation

generated_from_trainer

grammarly/coedit-large

text-generation-inference

endpoints_compatible

Views

No views yet

chayankb_model_checkpoints

This model is a fine-tuned version of grammarly/coedit-large on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.6451
Rouge1: 42.0175
Rouge2: 22.1212
Rougel: 42.0175
Rougelsum: 42.0175
Gen Len: 19.0

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: 8
eval_batch_size: 8
seed: 42
distributed_type: multi-GPU
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
No log	1.0	1	0.6473	42.0175	22.1212	42.0175	42.0175	19.0
No log	2.0	2	0.6451	42.0175	22.1212	42.0175	42.0175	19.0
No log	3.0	3	0.6460	42.0175	22.1212	42.0175	42.0175	19.0
No log	4.0	4	0.6457	42.0175	22.1212	42.0175	42.0175	19.0
No log	5.0	5	0.6458	42.0175	22.1212	42.0175	42.0175	19.0

Framework versions

Transformers 4.35.2
Pytorch 2.1.1+cu121
Datasets 2.15.0
Tokenizers 0.15.0