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ayeshgk/
codet5-small-ft-v8-cpatd-ft-v8-cpat_dv5

Name: codet5-small-ft-v8-cpatd-ft-v8-cpat_dv5
Availability: InStock

generated_from_trainer

ayeshgk/codet5-small-ft-v8-cpatd

finetune

apache-2.0

text-generation-inference

endpoints_compatible

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codet5-small-ft-v8-cpatd-ft-v8-cpat_dv5

This model is a fine-tuned version of ayeshgk/codet5-small-ft-v8-cpatd on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.1715
Rouge1: 86.4622
Rouge2: 76.541
Rougel: 85.4053
Rougelsum: 85.4218
Gen Len: 13.7143

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: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 4
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	20	0.3355	82.9142	68.2812	81.8458	81.8291	13.3857
No log	2.0	40	0.2333	84.3779	72.1358	83.5562	83.5825	13.3571
No log	3.0	60	0.1830	86.0988	75.5643	85.1853	85.2291	13.6143
No log	4.0	80	0.1715	86.4622	76.541	85.4053	85.4218	13.7143

Framework versions

Transformers 4.38.0.dev0
Pytorch 2.1.0+cu121
Datasets 2.16.1
Tokenizers 0.15.0

ayeshgk/codet5-small-ft-v8-cpatd-ft-v8-cpat_dv5

codet5-small-ft-v8-cpatd-ft-v8-cpat_dv5

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

ayeshgk/
codet5-small-ft-v8-cpatd-ft-v8-cpat_dv5