wandb/run-20231223_025005-vqrabwkl/files/config.yaml

wandb_version: 1

_wandb:
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  value:
    python_version: 3.10.12
    cli_version: 0.16.1
    framework: huggingface
    huggingface_version: 4.36.2
    is_jupyter_run: true
    is_kaggle_kernel: false
    start_time: 1703299805.320267
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vocab_size:
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  value: 65024
hidden_size:
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  value: 4544
num_hidden_layers:
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  value: 32
num_attention_heads:
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  value: 71
layer_norm_epsilon:
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  value: 1.0e-05
initializer_range:
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use_cache:
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hidden_dropout:
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attention_dropout:
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bos_token_id:
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eos_token_id:
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num_kv_heads:
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  value: 71
alibi:
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  value: false
new_decoder_architecture:
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multi_query:
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  value: true
parallel_attn:
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  value: true
bias:
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return_dict:
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  value: true
output_hidden_states:
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output_attentions:
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  value: false
torchscript:
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torch_dtype:
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  value: bfloat16
use_bfloat16:
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tf_legacy_loss:
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pruned_heads:
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  value: {}
tie_word_embeddings:
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  value: true
is_encoder_decoder:
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is_decoder:
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cross_attention_hidden_size:
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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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do_sample:
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  value: false
early_stopping:
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num_beams:
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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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typical_p:
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repetition_penalty:
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length_penalty:
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no_repeat_ngram_size:
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encoder_no_repeat_ngram_size:
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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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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:
  desc: null
  value:
  - FalconForCausalLM
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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pad_token_id:
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sep_token_id:
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decoder_start_token_id:
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task_specific_params:
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  value: null
problem_type:
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  value: null
_name_or_path:
  desc: null
  value: tiiuae/falcon-7b
transformers_version:
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  value: 4.36.2
apply_residual_connection_post_layernorm:
  desc: null
  value: false
auto_map:
  desc: null
  value:
    AutoConfig: tiiuae/falcon-7b--configuration_falcon.FalconConfig
    AutoModel: tiiuae/falcon-7b--modeling_falcon.FalconModel
    AutoModelForSequenceClassification: tiiuae/falcon-7b--modeling_falcon.FalconForSequenceClassification
    AutoModelForTokenClassification: tiiuae/falcon-7b--modeling_falcon.FalconForTokenClassification
    AutoModelForQuestionAnswering: tiiuae/falcon-7b--modeling_falcon.FalconForQuestionAnswering
    AutoModelForCausalLM: tiiuae/falcon-7b--modeling_falcon.FalconForCausalLM
model_type:
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  value: falcon
quantization_config:
  desc: null
  value:
    quant_method: QuantizationMethod.BITS_AND_BYTES
    load_in_8bit: false
    load_in_4bit: true
    llm_int8_threshold: 6.0
    llm_int8_skip_modules: null
    llm_int8_enable_fp32_cpu_offload: false
    llm_int8_has_fp16_weight: false
    bnb_4bit_quant_type: nf4
    bnb_4bit_use_double_quant: true
    bnb_4bit_compute_dtype: bfloat16
output_dir:
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  value: /content/gdrive/MyDrive/LLM/falcon-7b-sharded-bf16-finetuned-financial
overwrite_output_dir:
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  value: false
do_train:
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  value: false
do_eval:
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  value: false
do_predict:
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  value: false
evaluation_strategy:
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  value: 'no'
prediction_loss_only:
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  value: false
per_device_train_batch_size:
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  value: 2
per_device_eval_batch_size:
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  value: 8
per_gpu_train_batch_size:
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  value: null
per_gpu_eval_batch_size:
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  value: null
gradient_accumulation_steps:
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  value: 2
eval_accumulation_steps:
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  value: null
eval_delay:
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  value: 0
learning_rate:
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  value: 0.0002
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: 0.3
num_train_epochs:
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  value: 3.0
max_steps:
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  value: 80
lr_scheduler_type:
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  value: cosine
lr_scheduler_kwargs:
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  value: {}
warmup_ratio:
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  value: 0.03
warmup_steps:
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  value: 0
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: /content/gdrive/MyDrive/LLM/falcon-7b-sharded-bf16-finetuned-financial/runs/Dec23_02-48-17_040d0c92a33b
logging_strategy:
  desc: null
  value: steps
logging_first_step:
  desc: null
  value: false
logging_steps:
  desc: null
  value: 10
logging_nan_inf_filter:
  desc: null
  value: true
save_strategy:
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  value: steps
save_steps:
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  value: 10
save_total_limit:
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  value: null
save_safetensors:
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  value: true
save_on_each_node:
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  value: false
save_only_model:
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  value: false
no_cuda:
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  value: false
use_cpu:
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  value: false
use_mps_device:
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  value: false
seed:
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  value: 42
data_seed:
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  value: null
jit_mode_eval:
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  value: false
use_ipex:
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  value: false
bf16:
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  value: false
fp16:
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  value: false
fp16_opt_level:
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  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: false
local_rank:
  desc: null
  value: 0
ddp_backend:
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  value: null
tpu_num_cores:
  desc: null
  value: null
tpu_metrics_debug:
  desc: null
  value: false
debug:
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  value: []
dataloader_drop_last:
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  value: false
eval_steps:
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  value: null
dataloader_num_workers:
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  value: 0
past_index:
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  value: -1
run_name:
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  value: /content/gdrive/MyDrive/LLM/falcon-7b-sharded-bf16-finetuned-financial
disable_tqdm:
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  value: false
remove_unused_columns:
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  value: true
label_names:
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  value: null
load_best_model_at_end:
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  value: false
metric_for_best_model:
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  value: null
greater_is_better:
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  value: null
ignore_data_skip:
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  value: false
fsdp:
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  value: []
fsdp_min_num_params:
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  value: 0
fsdp_config:
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  value:
    min_num_params: 0
    xla: false
    xla_fsdp_grad_ckpt: false
fsdp_transformer_layer_cls_to_wrap:
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deepspeed:
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label_smoothing_factor:
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optim:
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  value: paged_adamw_32bit
optim_args:
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adafactor:
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  value: false
group_by_length:
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  value: true
length_column_name:
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  value: length
report_to:
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  value:
  - tensorboard
  - wandb
ddp_find_unused_parameters:
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ddp_bucket_cap_mb:
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ddp_broadcast_buffers:
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dataloader_pin_memory:
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  value: true
dataloader_persistent_workers:
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skip_memory_metrics:
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  value: true
use_legacy_prediction_loop:
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push_to_hub:
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  value: true
resume_from_checkpoint:
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hub_model_id:
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hub_strategy:
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hub_token:
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hub_private_repo:
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hub_always_push:
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gradient_checkpointing:
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gradient_checkpointing_kwargs:
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include_inputs_for_metrics:
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fp16_backend:
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push_to_hub_model_id:
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  value: null
push_to_hub_organization:
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push_to_hub_token:
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  value: <PUSH_TO_HUB_TOKEN>
mp_parameters:
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  value: ''
auto_find_batch_size:
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full_determinism:
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torchdynamo:
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ray_scope:
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ddp_timeout:
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  value: 1800
torch_compile:
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torch_compile_backend:
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torch_compile_mode:
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dispatch_batches:
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split_batches:
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include_tokens_per_second:
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include_num_input_tokens_seen:
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neftune_noise_alpha:
  desc: null
  value: null