chore: remove stale recipes/orpo-fixer-replanner-0.5b-iter2.yaml
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recipes/orpo-fixer-replanner-0.5b-iter2.yaml
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# ORPO iter-2 RE-PLANNER fixer on 0.5B base (per user 0.5B preference).
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# Teaches fixer to PRODUCE a correct alternative when given a failed planner attempt.
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# Starts from existing 0.5B ORPO fixer iter-1.
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model_name_or_path: ./output/qwen-coder0.5b-bird-fixer-orpo
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torch_dtype: bfloat16
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use_flash_attention_2: false
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dataset_mixer:
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../data/llm_alignment/scaleup_iter2_v3/hf_fixer_replanner: 1.0
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dataset_splits:
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- train_dpo
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- test_dpo
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preprocessing_num_workers: 12
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chat_template: "{{'<|im_start|>user\n' + messages['prompt'] + '<|im_end|>\n'}}{{'<|im_start|>assistant\n' + messages['completion'] + '<|im_end|>\n'}}"
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report_to: ["tensorboard"]
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bf16: true
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beta: 0.5
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do_eval: true
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eval_strategy: "steps"
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eval_steps: 100
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gradient_accumulation_steps: 8
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gradient_checkpointing: true
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gradient_checkpointing_kwargs:
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use_reentrant: False
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learning_rate: 1.0e-6
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log_level: info
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logging_steps: 10
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lr_scheduler_type: inverse_sqrt
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max_length: 6144
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max_prompt_length: 5500
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num_train_epochs: -1
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max_steps: 400
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optim: adamw_torch
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output_dir: output/qwen-coder0.5b-scaleup-fixer-replanner-orpo-iter2
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overwrite_output_dir: true
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per_device_train_batch_size: 1
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per_device_eval_batch_size: 1
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push_to_hub: false
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remove_unused_columns: false
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save_strategy: "steps"
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save_steps: 400
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save_total_limit: 1
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seed: 42
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warmup_ratio: 0.05
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warmup_steps: 40
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max_grad_norm: 0.5
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