108 lines
2.3 KiB
YAML
108 lines
2.3 KiB
YAML
model:
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hf_id: Qwen/Qwen3-1.7B
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local_path: /shared-ro/models/Qwen3-1.7B
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dtype: bfloat16
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attn_impl: flash_attention_2
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max_model_len: 4096
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data:
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name: nemotron_math
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loader: load_nemotron_math
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kwargs:
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limit: 50000
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split: train
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max_total_tokens: 3800
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seed: 0
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training:
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recipe: sft
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epochs: 1
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per_device_train_batch_size: 1
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gradient_accumulation_steps: 16
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learning_rate: 5.0e-06
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warmup_ratio: 0.03
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lr_scheduler_type: cosine
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gradient_checkpointing: true
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bf16: true
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max_seq_length: 4096
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max_steps: -1
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max_grad_norm: 1.0
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optim: adamw_torch
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assistant_only_loss: true
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logging_steps: 10
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save_steps: 500
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save_total_limit: 2
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report_to: wandb
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qlora: false
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lora_r: 16
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lora_alpha: 32
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lora_dropout: 0.05
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lora_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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- gate_proj
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- up_proj
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- down_proj
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deepspeed: configs/deepspeed_zero2.json
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adapter_model_dir: null
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domain:
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name: multilingual
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thinking_mode: false
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benchmark: multilingual
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languages:
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- it
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- es
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- zh
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- ru
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- hi
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target_format: boxed
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max_options: 20
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reward_fn: multilingual
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system_instruction: Choose the best option. Do not write an explanation. Return
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exactly one final answer in the form \boxed{LETTER}.
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template_boxed_instruction: Choose the best option. Do not write an explanation.
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Return exactly one final answer in the form \boxed{LETTER}.
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post_train:
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enabled: false
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merge_adapter: false
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merged_output_dir: null
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domain_override: null
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evals: []
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seed: 42
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run_id: ${now:%Y%m%d_%H%M%S}
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output_dir: /scratch/checkpoints/multilingual/a42-success-recipe-20260530/qwen-success-r64/merged
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wandb:
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project: flab-cs552
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entity: cs-552-2026-flab
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mode: null
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tags: []
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notes: null
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eval:
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model_dir: null
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rows_source: samples
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method: null
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system_prompt: null
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use_domain_system_prompt: false
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force_domain_template: false
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'n': 8
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temperature: 0.7
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top_p: 0.95
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max_model_len: 4096
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max_tokens: 4096
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samples_dir: null
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push:
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model_dir: /scratch/checkpoints/multilingual/a42-success-recipe-20260530/qwen-success-r64/sft
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base_model_dir: null
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es:
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base_model_dir: null
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data: null
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hf_push:
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enabled: false
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org: cs-552-2026-flab
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repo: null
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private: false
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vllm_validate: true
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commit_message: null
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validate_after_train: false
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vllm_validate: true
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