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data:
data_path: ../data/msmarco/parsed_hard_ids_10p_train.jsonl
dataset_seed: 42
max_block_length: 160
max_seq_length: 6144
num_documents: 30
qrels_path: null
streaming: false
train_test_split: 0.99
val_data_path: null
model:
attn_implementation: default_blockrank
lora_alpha: -1
lora_dropout: 0.0
lora_r: -1
lora_target_modules: q_proj,k_proj,v_proj,o_proj,gate_proj,up_proj,down_proj
model_name_or_path: /workspace/nilesh_work/hf_cache/Mistral-7B-Instruct-v0.3
trust_remote_code: false
use_4bit: false
use_blockrank: true
use_lora: false
training:
accelerator_config:
dispatch_batches: null
even_batches: true
gradient_accumulation_kwargs: null
non_blocking: false
split_batches: false
use_seedable_sampler: true
activation_offloading: false
adafactor: false
adam_beta1: 0.9
adam_beta2: 0.999
adam_epsilon: 1.0e-08
assistant_only_loss: false
auto_find_batch_size: false
aux_layer_idx: 20
aux_loss_weight: 0.1
aux_temperature: 0.05
average_tokens_across_devices: true
batch_eval_metrics: false
bf16: true
bf16_full_eval: false
chat_template_path: null
completion_only_loss: null
data_seed: null
dataloader_drop_last: false
dataloader_num_workers: 0
dataloader_persistent_workers: false
dataloader_pin_memory: true
dataloader_prefetch_factor: null
dataset_kwargs:
skip_prepare_dataset: true
dataset_num_proc: null
dataset_text_field: text
ddp_backend: null
ddp_broadcast_buffers: null
ddp_bucket_cap_mb: null
ddp_find_unused_parameters: null
ddp_timeout: 1800
debug: []
deepspeed: null
disable_tqdm: false
do_eval: true
do_predict: false
do_train: false
eos_token: <EOS_TOKEN>
eval_accumulation_steps: null
eval_delay: 0
eval_do_concat_batches: true
eval_on_start: false
eval_packing: null
eval_steps: 500
eval_strategy: 'no'
eval_use_gather_object: false
evaluation_strategy: 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
xla_fsdp_v2: false
fsdp_min_num_params: 0
fsdp_transformer_layer_cls_to_wrap: null
full_determinism: false
gradient_accumulation_steps: 4
gradient_checkpointing: true
gradient_checkpointing_kwargs: null
greater_is_better: false
group_by_length: false
half_precision_backend: auto
hub_always_push: false
hub_model_id: null
hub_private_repo: null
hub_revision: null
hub_strategy: every_save
hub_token: <HUB_TOKEN>
ignore_data_skip: false
include_for_metrics: []
include_inputs_for_metrics: false
include_num_input_tokens_seen: 'no'
include_tokens_per_second: false
jit_mode_eval: false
label_names: null
label_smoothing_factor: 0.0
learning_rate: 3.0e-06
length_column_name: length
liger_kernel_config: null
load_best_model_at_end: false
local_rank: 0
log_level: passive
log_level_replica: warning
log_on_each_node: true
logging_dir: ../outputs/blockrank-with-aux-loss-mistral-7b-icr-medium_hard_ids-full/runs/Nov03_04-06-43_06353250b0cb
logging_first_step: true
logging_nan_inf_filter: true
logging_steps: 25
logging_strategy: steps
loss_type: nll
lr_scheduler_kwargs: {}
lr_scheduler_type: cosine
max_grad_norm: 1.0
max_length: 1024
max_steps: -1
metric_for_best_model: eval_loss
model_init_kwargs: null
mp_parameters: ''
neftune_noise_alpha: null
no_cuda: false
num_train_epochs: 1
optim: adamw_8bit
optim_args: null
optim_target_modules: null
output_dir: ../outputs/blockrank-with-aux-loss-mistral-7b-icr-medium_hard_ids-full
overwrite_output_dir: false
packing: false
packing_strategy: bfd
pad_to_multiple_of: null
pad_token: <PAD_TOKEN>
padding_free: false
parallelism_config: null
past_index: -1
per_device_eval_batch_size: 1
per_device_train_batch_size: 1
per_gpu_eval_batch_size: null
per_gpu_train_batch_size: null
prediction_loss_only: false
project: huggingface
push_to_hub: false
push_to_hub_model_id: null
push_to_hub_organization: null
push_to_hub_token: <PUSH_TO_HUB_TOKEN>
ray_scope: last
remove_unused_columns: false
report_to:
- wandb
restore_callback_states_from_checkpoint: false
resume_from_checkpoint: null
run_name: blockrank-with-aux-loss-mistral-7b-icr-medium_hard_ids-full
save_on_each_node: false
save_only_model: false
save_safetensors: true
save_steps: 500
save_strategy: 'no'
save_total_limit: 1
seed: 42
skip_memory_metrics: true
tf32: null
torch_compile: false
torch_compile_backend: null
torch_compile_mode: null
torch_empty_cache_steps: null
torchdynamo: null
tpu_metrics_debug: false
tpu_num_cores: null
trackio_space_id: trackio
use_aux_loss: true
use_cpu: false
use_legacy_prediction_loop: false
use_liger_kernel: false
use_mps_device: false
warmup_ratio: 0.01
warmup_steps: 0
weight_decay: 0
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