87 lines
1.9 KiB
YAML
87 lines
1.9 KiB
YAML
base_model: conceptofmind/LLongMA-2-7b-16k
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base_model_config: conceptofmind/LLongMA-2-7b-16k
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model_type: LlamaForCausalLM
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tokenizer_type: LlamaTokenizer
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tokenizer_use_fast: true
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tokenizer_legacy: true
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load_in_8bit: false
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load_in_4bit: false
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strict: false
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push_dataset_to_hub:
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hf_use_auth_token:
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datasets:
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- path: openaccess-ai-collective/oo-gpt4-filtered
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type: alpaca_w_system.load_open_orca_chatml
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data_files:
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- 1M-GPT4-Augmented-filtered-gt10.parquet
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dataset_prepared_path: last_run_prepared
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val_set_size: 0.01
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adapter:
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lora_model_dir:
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sequence_len: 16384
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max_packed_sequence_len:
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sample_packing: true
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sample_packing_eff_est: 0.99
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sample_packing_seq_len_multiplier: 2
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total_num_tokens: 372602546
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lora_r:
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lora_alpha:
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lora_dropout:
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lora_target_modules:
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lora_target_linear:
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lora_fan_in_fan_out:
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wandb_project: open-long-orca-7b
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wandb_watch:
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wandb_run_id:
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wandb_log_model:
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output_dir: ./open-long-orca-7b
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gradient_accumulation_steps: 1
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micro_batch_size: 2
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num_epochs: 4
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optimizer: adamw_torch
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adam_beta2: 0.95
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adam_eps: 0.00001
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max_grad_norm: 1.0
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torchdistx_path:
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lr_scheduler: cosine
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lr_quadratic_warmup: true
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learning_rate: 0.000017
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train_on_inputs: false
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group_by_length: false
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bf16: true
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fp16: false
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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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sdp_attention:
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flash_optimum:
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gptq_groupsize:
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gptq_model_v1:
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warmup_steps: 32
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eval_steps: 284
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save_steps:
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debug:
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deepspeed:
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weight_decay: 0.1
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special_tokens:
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bos_token: "<s>"
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eos_token: "</s>"
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unk_token: "<unk>"
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tokens:
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- "<|im_start|>"
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- "<|im_end|>"
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fsdp:
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- full_shard
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- auto_wrap
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fsdp_config:
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fsdp_sync_module_states: true
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fsdp_offload_params: true
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fsdp_state_dict_type: FULL_STATE_DICT
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fsdp_transformer_layer_cls_to_wrap: LlamaDecoderLayer
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