Upload config.yaml
Browse files- config.yaml +54 -0
config.yaml
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seed: 0
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exp_name: probit_llama8b_hh_beta0.1
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lr: 5.0e-06
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lr_mlp: 5.0e-05
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batch_size: 4
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eval_batch_size: 4
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datasets:
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- hh
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wandb:
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enabled: true
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entity: null
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project: rupo
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local_dirs:
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- /workspace/gupo_cache
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sample_during_eval: false
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do_first_eval: false
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local_run_dir: /workspace/gupo_cache/probit_llama8b_hh_beta0.1_2026-02-18_05-52-50_543513
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gradient_accumulation_steps: 1
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max_grad_norm: 5.0
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max_grad_norm_mlp: 1.0
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max_length: 512
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max_prompt_length: 256
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n_epochs: 2
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n_examples: 80000
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n_eval_examples: 128
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optimizer: RMSprop
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optimizer_mlp: RMSprop
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warmup_steps: 150
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activation_checkpointing: false
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eval_every: 40000
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minimum_log_interval_secs: 1.0
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lora:
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enabled: false
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r: 8
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target_modules:
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- q_proj
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- k_proj
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- v_proj
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- o_proj
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alpha: 32
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dropout: 0.05
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model:
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name_or_path: meta-llama/Llama-3.1-8B-Instruct
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tokenizer_name_or_path: meta-llama/Llama-3.1-8B-Instruct
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archive: null
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block_name: LlamaDecoderLayer
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policy_dtype: float32
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fsdp_policy_mp: null
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reference_dtype: float16
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policy_quantization: 8bit
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loss:
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name: probit
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beta: 0.1
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reference_free: false
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