wandb/run-20240208_180020-3wdew33h/files/config.yaml

wandb_version: 1

_wandb:
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  value:
    python_version: 3.10.13
    cli_version: 0.16.1
    framework: huggingface
    huggingface_version: 4.31.0
    is_jupyter_run: false
    is_kaggle_kernel: false
    start_time: 1707415220.764703
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    m:
    - 1: train/global_step
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vocab_size:
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  value: 32256
max_position_embeddings:
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  value: 16384
hidden_size:
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  value: 4096
intermediate_size:
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  value: 11008
num_hidden_layers:
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  value: 32
num_attention_heads:
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  value: 32
num_key_value_heads:
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  value: 32
hidden_act:
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  value: silu
initializer_range:
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  value: 0.02
rms_norm_eps:
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  value: 1.0e-06
pretraining_tp:
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  value: 1
use_cache:
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  value: true
rope_scaling:
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  value:
    factor: 4.0
    type: linear
return_dict:
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  value: true
output_hidden_states:
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  value: false
output_attentions:
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  value: false
torchscript:
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torch_dtype:
  desc: null
  value: bfloat16
use_bfloat16:
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  value: false
tf_legacy_loss:
  desc: null
  value: false
pruned_heads:
  desc: null
  value: {}
tie_word_embeddings:
  desc: null
  value: false
is_encoder_decoder:
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  value: false
is_decoder:
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  value: false
cross_attention_hidden_size:
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  value: null
add_cross_attention:
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tie_encoder_decoder:
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max_length:
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  value: 20
min_length:
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  value: 0
do_sample:
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  value: false
early_stopping:
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  value: false
num_beams:
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  value: 1
num_beam_groups:
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  value: 1
diversity_penalty:
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  value: 0.0
temperature:
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  value: 1.0
top_k:
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  value: 50
top_p:
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  value: 1.0
typical_p:
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  value: 1.0
repetition_penalty:
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  value: 1.0
length_penalty:
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  value: 1.0
no_repeat_ngram_size:
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encoder_no_repeat_ngram_size:
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  value: 0
bad_words_ids:
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  value: null
num_return_sequences:
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  value: 1
chunk_size_feed_forward:
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  value: 0
output_scores:
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  value: false
return_dict_in_generate:
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  value: false
forced_bos_token_id:
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  value: null
forced_eos_token_id:
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  value: null
remove_invalid_values:
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  value: false
exponential_decay_length_penalty:
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  value: null
suppress_tokens:
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  value: null
begin_suppress_tokens:
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  value: null
architectures:
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  value:
  - LlamaForCausalLM
finetuning_task:
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  value: null
id2label:
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  value:
    '0': LABEL_0
    '1': LABEL_1
label2id:
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  value:
    LABEL_0: 0
    LABEL_1: 1
tokenizer_class:
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  value: null
prefix:
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  value: null
bos_token_id:
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  value: 32013
pad_token_id:
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eos_token_id:
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  value: 32021
sep_token_id:
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  value: null
decoder_start_token_id:
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  value: null
task_specific_params:
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  value: null
problem_type:
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  value: null
_name_or_path:
  desc: null
  value: deepseek-ai/deepseek-coder-6.7b-instruct
transformers_version:
  desc: null
  value: 4.31.0
attention_bias:
  desc: null
  value: false
model_type:
  desc: null
  value: llama
rope_theta:
  desc: null
  value: 100000
output_dir:
  desc: null
  value: output-67b-26k-lora
overwrite_output_dir:
  desc: null
  value: false
do_train:
  desc: null
  value: false
do_eval:
  desc: null
  value: true
do_predict:
  desc: null
  value: false
evaluation_strategy:
  desc: null
  value: epoch
prediction_loss_only:
  desc: null
  value: false
per_device_train_batch_size:
  desc: null
  value: 4
per_device_eval_batch_size:
  desc: null
  value: 1
per_gpu_train_batch_size:
  desc: null
  value: None
per_gpu_eval_batch_size:
  desc: null
  value: None
gradient_accumulation_steps:
  desc: null
  value: 16
eval_accumulation_steps:
  desc: null
  value: None
eval_delay:
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  value: 0
learning_rate:
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  value: 2.0e-05
weight_decay:
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  value: 0.0
adam_beta1:
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  value: 0.9
adam_beta2:
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  value: 0.999
adam_epsilon:
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  value: 1.0e-08
max_grad_norm:
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  value: 1.0
num_train_epochs:
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  value: 2
max_steps:
  desc: null
  value: -1
lr_scheduler_type:
  desc: null
  value: cosine
warmup_ratio:
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  value: 0.0
warmup_steps:
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  value: 10
log_level:
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  value: passive
log_level_replica:
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  value: warning
log_on_each_node:
  desc: null
  value: true
logging_dir:
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  value: output-67b-26k-lora/runs/Feb08_17-59-25_default
logging_strategy:
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  value: steps
logging_first_step:
  desc: null
  value: false
logging_steps:
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  value: 1
logging_nan_inf_filter:
  desc: null
  value: true
save_strategy:
  desc: null
  value: epoch
save_steps:
  desc: null
  value: 100
save_total_limit:
  desc: null
  value: 100
save_safetensors:
  desc: null
  value: false
save_on_each_node:
  desc: null
  value: false
no_cuda:
  desc: null
  value: false
use_mps_device:
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  value: false
seed:
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  value: 42
data_seed:
  desc: null
  value: None
jit_mode_eval:
  desc: null
  value: false
use_ipex:
  desc: null
  value: false
bf16:
  desc: null
  value: true
fp16:
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  value: false
fp16_opt_level:
  desc: null
  value: O1
half_precision_backend:
  desc: null
  value: auto
bf16_full_eval:
  desc: null
  value: false
fp16_full_eval:
  desc: null
  value: false
tf32:
  desc: null
  value: None
local_rank:
  desc: null
  value: 0
ddp_backend:
  desc: null
  value: None
tpu_num_cores:
  desc: null
  value: None
tpu_metrics_debug:
  desc: null
  value: false
debug:
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  value: '[]'
dataloader_drop_last:
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  value: false
eval_steps:
  desc: null
  value: None
dataloader_num_workers:
  desc: null
  value: 4
past_index:
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  value: -1
run_name:
  desc: null
  value: output-67b-26k-lora
disable_tqdm:
  desc: null
  value: false
remove_unused_columns:
  desc: null
  value: true
label_names:
  desc: null
  value: None
load_best_model_at_end:
  desc: null
  value: true
metric_for_best_model:
  desc: null
  value: loss
greater_is_better:
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  value: false
ignore_data_skip:
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  value: false
sharded_ddp:
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  value: '[]'
fsdp:
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  value: '[]'
fsdp_min_num_params:
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  value: 0
fsdp_config:
  desc: null
  value: '{''fsdp_min_num_params'': 0, ''xla'': False, ''xla_fsdp_grad_ckpt'': False}'
fsdp_transformer_layer_cls_to_wrap:
  desc: null
  value: None
deepspeed:
  desc: null
  value: None
label_smoothing_factor:
  desc: null
  value: 0.0
optim:
  desc: null
  value: adamw_torch
optim_args:
  desc: null
  value: None
adafactor:
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  value: false
group_by_length:
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  value: false
length_column_name:
  desc: null
  value: length
report_to:
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  value: '[''tensorboard'', ''wandb'']'
ddp_find_unused_parameters:
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  value: None
ddp_bucket_cap_mb:
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  value: None
ddp_broadcast_buffers:
  desc: null
  value: None
dataloader_pin_memory:
  desc: null
  value: true
skip_memory_metrics:
  desc: null
  value: true
use_legacy_prediction_loop:
  desc: null
  value: false
push_to_hub:
  desc: null
  value: true
resume_from_checkpoint:
  desc: null
  value: None
hub_model_id:
  desc: null
  value: zzz99/output-67b-26k-lora
hub_strategy:
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  value: every_save
hub_token:
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  value: <HUB_TOKEN>
hub_private_repo:
  desc: null
  value: false
gradient_checkpointing:
  desc: null
  value: true
include_inputs_for_metrics:
  desc: null
  value: false
fp16_backend:
  desc: null
  value: auto
push_to_hub_model_id:
  desc: null
  value: None
push_to_hub_organization:
  desc: null
  value: None
push_to_hub_token:
  desc: null
  value: <PUSH_TO_HUB_TOKEN>
mp_parameters:
  desc: null
  value: ''
auto_find_batch_size:
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  value: false
full_determinism:
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  value: false
torchdynamo:
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  value: None
ray_scope:
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  value: last
ddp_timeout:
  desc: null
  value: 1800
torch_compile:
  desc: null
  value: false
torch_compile_backend:
  desc: null
  value: None
torch_compile_mode:
  desc: null
  value: None
xpu_backend:
  desc: null
  value: None
cache_dir:
  desc: null
  value: None
model_max_length:
  desc: null
  value: 960
gradient_checkpointing_kwargs:
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  value: '{''use_reentrant'': False}'
train_batch_size:
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  value: 4
eval_batch_size:
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  value: 1