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Browse files- lowdiv-g0/axolotl.yaml +70 -0
lowdiv-g0/axolotl.yaml
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base_model: /workspace/bindfn4b_bases/g0
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trust_remote_code: false
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plugins:
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- axolotl.integrations.liger.LigerPlugin
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- scimt.train.axolotl_plugins.CheckpointSchedulePlugin
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liger_fused_linear_cross_entropy: true
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liger_rope: true
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liger_rms_norm: true
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liger_glu_activation: true
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adapter: lora
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lora_r: 64
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lora_alpha: 128
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lora_dropout: 0.05
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lora_target_linear: true
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datasets:
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- path: /workspace/scimt/data/g_rows_bindfn4b_lowdiv_g0
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type: chat_template
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field_messages: messages
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eot_tokens:
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- <end_of_turn>
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chat_template: jinja
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chat_template_jinja: /workspace/scimt/src/scimt/train/stages/assets/gemma3_chat_template.jinja
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dataset_prepared_path: /workspace/bindfn4b_lowdiv/prepared_shared
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dataset_processes: 16
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sequence_len: 2048
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sample_packing: false
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pad_to_sequence_len: false
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bf16: true
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tf32: true
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flash_attention: true
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gradient_checkpointing: false
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micro_batch_size: 32
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gradient_accumulation_steps: 2
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num_epochs: 10
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max_steps: 5000
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optimizer: adamw_torch_fused
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learning_rate: 0.0001
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weight_decay: 0.01
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max_grad_norm: 1.0
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lr_scheduler: cosine
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cosine_min_lr_ratio: 0.1
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warmup_steps: 100
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train_on_inputs: false
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logging_steps: 5
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save_strategy: steps
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save_steps: 100000
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save_only_model: true
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checkpoint_schedule:
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- 1
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- 3
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- 10
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- 30
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- 60
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- 100
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- 200
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- 300
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- 450
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- 5000
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seed: 42
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output_dir: /workspace/bindfn4b_lowdiv/g0/checkpoints
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save_total_limit: 25
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