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starcoder-php2py-program1 – AI Model by jlpan | AlphaNeural AI
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jlpan
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starcoder-php2py-program1
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bigcode/starcoder
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bigcode-openrail-m
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starcoder-php2py-program1
This model is a fine-tuned version of
bigcode/starcoder
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.1190
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: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 5
total_train_batch_size: 20
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 10
training_steps: 100
Training results
Training Loss
Epoch
Step
Validation Loss
0.1373
0.25
25
0.1242
0.129
0.5
50
0.1207
0.1225
1.0
75
0.1192
0.1237
1.25
100
0.1190
Framework versions
PEFT 0.5.0.dev0
PEFT 0.5.0.dev0
Transformers 4.32.0.dev0
Pytorch 2.0.1+cu117
Datasets 2.12.0
Tokenizers 0.13.3
