pythia410m-sft-tldr / code /configs /dpo1b_vllm_pythia410m.yml
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model_name: mnoukhov/pythia410m-tldr-sft
dataset_name: mnoukhov/openai_summarize_vllm_generated_20k_label410m
gold_model_name: mnoukhov/pythia1b-sft-rm-tldrprompt
beta: 0.5
max_steps: 10000
eval_steps: 1000
load_in_8bit: False
bf16: False
fp16: True
learning_rate: 1e-5
use_peft: True
lora_all_linear: True
lora_r: 8
lora_alpha: 32
lora_dropout: 0.05
gradient_accumulation_steps: 4
per_device_train_batch_size: 4
warmup_steps: 150