|
base_model: meta-llama/Meta-Llama-3-8B-Instruct |
|
model_type: LlamaForCausalLM |
|
tokenizer_type: AutoTokenizer |
|
|
|
load_in_8bit: false |
|
load_in_4bit: true |
|
strict: false |
|
|
|
datasets: |
|
- path: taddeusb90/finbro-v0.1.0 |
|
type: alpaca |
|
dataset_prepared_path: last_run_prepared |
|
val_set_size: 0.01 |
|
output_dir: ./out/finbro-v0.1.0-llama-3-8B-instruct-1m |
|
|
|
adapter: qlora |
|
lora_model_dir: |
|
|
|
sequence_len: 8192 |
|
sample_packing: false |
|
pad_to_sequence_len: true |
|
|
|
lora_r: 8 |
|
lora_alpha: 16 |
|
lora_dropout: 0.05 |
|
lora_target_modules: |
|
lora_target_linear: true |
|
lora_fan_in_fan_out: |
|
|
|
wandb_project: finbro-v0.1.0-llama-3-8B-instruct-131k |
|
wandb_entity: sigmance |
|
wandb_watch: "true" |
|
wandb_name: finbro-v0.1.0-llama-3-8B-instruct-1m |
|
wandb_log_model: "true" |
|
|
|
use_pose: true |
|
pose_max_context_len: 1048576 |
|
|
|
|
|
overrides_of_model_config: |
|
rope_theta: 500000.0 |
|
max_position_embeddings: 1048576 |
|
rope_scaling: |
|
|
|
gradient_accumulation_steps: 4 |
|
micro_batch_size: 1 |
|
num_epochs: 4 |
|
optimizer: adamw_torch |
|
lr_scheduler: cosine |
|
learning_rate: 0.0002 |
|
|
|
train_on_inputs: false |
|
group_by_length: false |
|
bf16: auto |
|
fp16: |
|
tf32: false |
|
|
|
gradient_checkpointing: true |
|
gradient_checkpointing_kwargs: |
|
use_reentrant: true |
|
early_stopping_patience: 50 |
|
resume_from_checkpoint: ./out/finbro-v0.1.0-llama-3-8B-instruct-131k/checkpoint-3500 |
|
local_rank: |
|
logging_steps: 1 |
|
xformers_attention: |
|
flash_attention: true |
|
|
|
|
|
warmup_steps: 1 |
|
save_steps: 100 |
|
eval_steps: 100 |
|
|
|
eval_table_size: |
|
|
|
debug: |
|
deepspeed: |
|
weight_decay: 0.0 |
|
fsdp: |
|
- full_shard |
|
- auto_wrap |
|
fsdp_config: |
|
fsdp_limit_all_gathers: true |
|
fsdp_sync_module_states: true |
|
fsdp_offload_params: true |
|
fsdp_use_orig_params: false |
|
fsdp_cpu_ram_efficient_loading: true |
|
fsdp_auto_wrap_policy: TRANSFORMER_BASED_WRAP |
|
fsdp_transformer_layer_cls_to_wrap: LlamaDecoderLayer |
|
fsdp_state_dict_type: FULL_STATE_DICT |
|
fsdp_sharding_strategy: FULL_SHARD |
|
special_tokens: |
|
pad_token: <|end_of_text|> |
|
|
