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starcoder1B-personal-copilot – AI Model by ashishabraham22 | AlphaNeural AI
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starcoder1B-personal-copilot
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peft
tensorboard
safetensors
generated_from_trainer
bigcode/starcoderbase-1b
adapter
bigcode-openrail-m
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starcoder1B-personal-copilot
This model is a fine-tuned version of
bigcode/starcoderbase-1b
on an unknown dataset.
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: 20
Training results
Framework versions
Transformers 4.36.0.dev0
Pytorch 2.1.0a0+4136153
Datasets 2.14.5
Tokenizers 0.14.1
Training procedure
The following
bitsandbytes
quantization config was used during training:
quant_method: bitsandbytes
load_in_8bit: False
load_in_4bit: True
llm_int8_threshold: 6.0
llm_int8_skip_modules: None
llm_int8_enable_fp32_cpu_offload: False
llm_int8_has_fp16_weight: False
bnb_4bit_quant_type: nf4
bnb_4bit_use_double_quant: True
bnb_4bit_compute_dtype: float16
Framework versions
PEFT 0.6.3.dev0
