8c3a727f9d
* feat: update yml chat_template to specify dataset field * feat: replace sharegpt references with chat_template
72 lines
1.2 KiB
YAML
72 lines
1.2 KiB
YAML
base_model: google/gemma-2-9b
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model_type: AutoModelForCausalLM
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tokenizer_type: AutoTokenizer
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load_in_8bit: false
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load_in_4bit: true
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strict: false
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# huggingface repo
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chat_template: gemma
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datasets:
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- path: cgato/SlimOrcaDedupCleaned
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type: chat_template
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drop_system_message: true
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field_messages: conversations
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message_field_role: from
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message_field_content: value
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val_set_size: 0.0
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output_dir: ./outputs/out
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adapter: qlora
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lora_r: 32
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lora_alpha: 16
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lora_dropout: 0.05
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lora_target_linear: true
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sequence_len: 2048
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sample_packing: true
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eval_sample_packing: false
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pad_to_sequence_len: true
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wandb_project:
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wandb_entity:
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wandb_watch:
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wandb_name:
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wandb_log_model:
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gradient_accumulation_steps: 4
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micro_batch_size: 1
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num_epochs: 4
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optimizer: adamw_bnb_8bit
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lr_scheduler: cosine
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learning_rate: 0.0002
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train_on_inputs: false
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group_by_length: false
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bf16: auto
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fp16:
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tf32: true
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gradient_checkpointing: true
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early_stopping_patience:
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resume_from_checkpoint:
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local_rank:
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logging_steps: 1
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xformers_attention:
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flash_attention: true
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warmup_ratio: 0.1
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evals_per_epoch:
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eval_table_size:
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eval_max_new_tokens: 128
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saves_per_epoch: 1
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debug:
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deepspeed:
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weight_decay: 0.0
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fsdp:
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fsdp_config:
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special_tokens:
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