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peft-lora-starcoder15B-v2-personal-copilot-A100-40GB-colab-zyx – AI Model by update0909 | AlphaNeural AI
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peft-lora-starcoder15B-v2-personal-copilot-A100-40GB-colab-zyx
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peft
tensorboard
safetensors
generated_from_trainer
bigcode/starcoder
adapter
bigcode-openrail-m
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peft-lora-starcoder15B-v2-personal-copilot-A100-40GB-colab-zyx
This model is a fine-tuned version of
bigcode/starcoder
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.6468
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: 0.0005
train_batch_size: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 30
training_steps: 100
Training results
Training Loss
Epoch
Step
Validation Loss
1.1456
1.0
100
0.6468
Framework versions
PEFT 0.7.1.dev0
Transformers 4.36.0.dev0
Pytorch 2.1.0+cu118
Datasets 2.15.0
Tokenizers 0.15.0
