codegen-350M-mono-custom-functions-dataset-python_v2

sharoz/codegen-350M-mono-custom-functions-dataset-python_v2

codegen-350M-mono-custom-functions-dataset-python_v2 is a text generation model from sharoz. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as bsd-3-clause.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: Text Generation
Library: transformers
License: bsd-3-clause
Model type: codegen
Access: Public
Created: May 1, 2023
Updated: May 1, 2023
SHA: adee5459

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Model card

From the Hugging Face model README

codegen-350M-mono-custom-functions-dataset-python_v2

This model is a fine-tuned version of Salesforce/codegen-350M-mono on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.2820

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
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	36	0.3738
No log	2.0	72	0.2897
No log	3.0	108	0.2621
No log	4.0	144	0.2754
No log	5.0	180	0.2820

Framework versions

Transformers 4.28.1
Pytorch 2.0.0+cu118
Datasets 2.12.0
Tokenizers 0.13.3

Task: Text Generation
Library: transformers
Type: codegen
License: bsd-3-clause
Created: May 1, 2023
Updated: May 1, 2023