starcoder-js2py-snippet2

jlpan/starcoder-js2py-snippet2

starcoder-js2py-snippet2 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. --

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Public

Updated Aug 26, 2023

Repo size

35.6 MB

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Hugging Face

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At a glance

License: bigcode-openrail-m
Access: Public
Created: Aug 26, 2023
Updated: Aug 26, 2023
SHA: ff2255a8

Base models

bigcode/starcoder

Model card

From the Hugging Face model README

starcoder-js2py-snippet2

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

Loss: 0.1941

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: 6e-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
0.2152	0.17	25	0.2018
0.2156	0.33	50	0.1978
0.2093	0.5	75	0.1960
0.2013	0.67	100	0.1954
0.1836	1.02	125	0.1949
0.2036	1.19	150	0.1941

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 26, 2023
Updated: Aug 26, 2023