starcoder-cpp2py-newsnippet1

jlpan/starcoder-cpp2py-newsnippet1

starcoder-cpp2py-newsnippet1 is a machine learning model from jlpan. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as bigcode-openrail-m.

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

Downloads · 30 days

Access

Public

Updated Aug 24, 2023

Repo size

107 MB

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.bin35.6 MB · 100%

At a glance

License: bigcode-openrail-m
Access: Public
Created: Aug 23, 2023
Updated: Aug 24, 2023
SHA: d9abb69b

Base models

bigcode/starcoder

Model card

From the Hugging Face model README

starcoder-cpp2py-newsnippet1

This model is a fine-tuned version of bigcode/starcoder on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.1964

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: 9e-05
train_batch_size: 32
eval_batch_size: 32
seed: 42
gradient_accumulation_steps: 8
total_train_batch_size: 256
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 15
training_steps: 150

Training results

Training Loss	Epoch	Step	Validation Loss
4.3875	0.17	25	0.4694
0.2947	0.33	50	0.2126
0.2152	0.5	75	0.2016
0.2054	0.67	100	0.1974
0.2004	0.83	125	0.1966
0.1883	1.05	150	0.1964

Framework versions

Transformers 4.32.0.dev0
Pytorch 2.0.1+cu117
Datasets 2.12.0
Tokenizers 0.13.3

License: bigcode-openrail-m
Created: Aug 23, 2023
Updated: Aug 24, 2023