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jmvcoelho/llama-lora-msmarco-squad-query-generation
llama-lora-msmarco-squad-query-generation is a machine learning model from jmvcoelho. 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 wtfpl.
batchsize: 500 microbatchsize: 24 numepochs: 1 learningrate: 0.0003 cutofflen: 512 valsetsize: 0 lorar: 8 loraalpha: 16 loradropout: 0.05 loratargetmodules: ['qproj', 'vproj'] trainoninputs: True addeostoken: True gro…
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Updated May 20, 2023
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From the Hugging Face model README
batch_size: 500
micro_batch_size: 24
num_epochs: 1
learning_rate: 0.0003
cutoff_len: 512
val_set_size: 0
lora_r: 8
lora_alpha: 16
lora_dropout: 0.05
lora_target_modules: ['q_proj', 'v_proj']
train_on_inputs: True
add_eos_token: True
group_by_length: False
resume_from_checkpoint: False
prompt template: alpaca
trainable params: 4194304 || all params: 6742609920 || trainable%: 0.06220594176090199