File size: 4,990 Bytes
006bb98 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 |
!!python/tuple
- !!python/object:__main__.ModelArguments
bnb_4bit_quant_type: nf4
cache_dir: ./cache
device_map: auto
load_in_4bit: true
load_in_8bit: false
model_name_or_path: HuggingFaceH4/zephyr-7b-beta
model_revision: main
model_type: auto
neft_alpha: 0
rope_scaling: null
shift_attn: false
tokenizer_name_or_path: null
torch_dtype: float16
trust_remote_code: true
use_bnb_nested_quant: false
use_fast_tokenizer: false
use_flash_attention_2: false
- !!python/object:__main__.DataArguments
dataset_config_name: null
dataset_name: null
ignore_pad_token_for_loss: true
max_eval_samples: null
max_train_samples: null
overwrite_cache: false
preprocessing_num_workers: 4
template_name: vicuna
train_file_dir: datasets/finetune
validation_file_dir: null
validation_split_percentage: 10
- !!python/object:__main__.SFTConfig
__cached__setup_devices: !!python/object/apply:torch.device
- cuda
- 0
_n_gpu: 1
adafactor: false
adam_beta1: 0.9
adam_beta2: 0.999
adam_epsilon: 1.0e-08
auto_find_batch_size: false
bf16: false
bf16_full_eval: false
data_seed: null
dataloader_drop_last: false
dataloader_num_workers: 0
dataloader_pin_memory: true
ddp_backend: null
ddp_broadcast_buffers: null
ddp_bucket_cap_mb: null
ddp_find_unused_parameters: false
ddp_timeout: 30000
debug: []
deepspeed: null
deepspeed_plugin: null
disable_tqdm: false
dispatch_batches: null
distributed_state: !!python/object:accelerate.state.PartialState
_cpu: false
backend: null
debug: false
device: !!python/object/apply:torch.device
- cuda
- 0
distributed_type: !!python/object/apply:accelerate.utils.dataclasses.DistributedType
- MULTI_GPU
fork_launched: false
local_process_index: 0
num_processes: 1
process_index: 0
do_eval: true
do_predict: false
do_train: true
eval_accumulation_steps: null
eval_delay: 0
eval_steps: 25
evaluation_strategy: !!python/object/apply:transformers.trainer_utils.IntervalStrategy
- steps
fp16: false
fp16_backend: auto
fp16_full_eval: false
fp16_opt_level: O1
fsdp: []
fsdp_config:
min_num_params: 0
xla: false
xla_fsdp_grad_ckpt: false
fsdp_min_num_params: 0
fsdp_transformer_layer_cls_to_wrap: null
full_determinism: false
gradient_accumulation_steps: 1
gradient_checkpointing: true
gradient_checkpointing_kwargs:
use_reentrant: false
greater_is_better: null
group_by_length: false
half_precision_backend: auto
hub_always_push: false
hub_model_id: hllj/non-qa-sft-zephyr-7b-beta-v1
hub_private_repo: false
hub_strategy: !!python/object/apply:transformers.trainer_utils.HubStrategy
- every_save
hub_token: null
ignore_data_skip: false
include_inputs_for_metrics: false
include_tokens_per_second: false
jit_mode_eval: false
label_names: null
label_smoothing_factor: 0.0
learning_rate: 3.0e-05
length_column_name: length
load_best_model_at_end: false
local_rank: 0
log_level: info
log_level_replica: warning
log_on_each_node: true
logging_dir: outputs-sft-zephyr-beta-v1/runs/Nov22_05-52-29_a72e59c0abac
logging_first_step: true
logging_nan_inf_filter: true
logging_steps: 10
logging_strategy: !!python/object/apply:transformers.trainer_utils.IntervalStrategy
- steps
lr_scheduler_type: !!python/object/apply:transformers.trainer_utils.SchedulerType
- cosine
max_grad_norm: 1.0
max_seq_length: 512
max_steps: 50
metric_for_best_model: null
mp_parameters: ''
neftune_noise_alpha: null
no_cuda: false
num_train_epochs: 3.0
optim: !!python/object/apply:transformers.training_args.OptimizerNames
- adamw_torch
optim_args: null
output_dir: outputs-sft-zephyr-beta-v1
overwrite_output_dir: true
past_index: -1
per_device_eval_batch_size: 4
per_device_train_batch_size: 4
per_gpu_eval_batch_size: null
per_gpu_train_batch_size: null
prediction_loss_only: false
push_to_hub: true
push_to_hub_model_id: null
push_to_hub_organization: null
push_to_hub_token: null
ray_scope: last
remove_unused_columns: true
report_to:
- wandb
resume_from_checkpoint: null
run_name: sft-zephyr-7b-beta-v1
save_on_each_node: false
save_safetensors: true
save_steps: 25
save_strategy: !!python/object/apply:transformers.trainer_utils.IntervalStrategy
- steps
save_total_limit: 13
seed: 42
skip_memory_metrics: true
split_batches: false
tf32: null
torch_compile: false
torch_compile_backend: null
torch_compile_mode: null
torchdynamo: null
tpu_metrics_debug: false
tpu_num_cores: null
use_cpu: false
use_ipex: false
use_legacy_prediction_loop: false
use_mps_device: false
warmup_ratio: 0.05
warmup_steps: 0
weight_decay: 0.05
- !!python/object:__main__.ScriptArguments
lora_alpha: 16
lora_dropout: 0.1
lora_modules_to_save: null
lora_r: 64
lora_target_modules:
- q_proj
- k_proj
- v_proj
- o_proj
peft_path: null
use_peft: true
|