|
base_model: microsoft/phi-2 |
|
model_type: AutoModelForCausalLM |
|
tokenizer_type: AutoTokenizer |
|
trust_remote_code: true |
|
|
|
load_in_8bit: false |
|
load_in_4bit: false |
|
strict: false |
|
|
|
datasets: |
|
- path: garage-bAInd/Open-Platypus |
|
type: alpaca |
|
|
|
dataset_prepared_path: |
|
val_set_size: 0.05 |
|
output_dir: ./phi-sft-out |
|
|
|
sequence_len: 2048 |
|
sample_packing: false |
|
pad_to_sequence_len: |
|
|
|
adapter: |
|
lora_model_dir: |
|
lora_r: 16 |
|
lora_alpha: 32 |
|
lora_dropout: 0.1 |
|
lora_target_linear: true |
|
lora_fan_in_fan_out: |
|
lora_modules_to_save: |
|
- embd |
|
- lm_head |
|
|
|
wandb_project: |
|
wandb_entity: |
|
wandb_watch: |
|
wandb_name: |
|
wandb_log_model: |
|
|
|
gradient_accumulation_steps: 1 |
|
micro_batch_size: 1 |
|
num_epochs: 4 |
|
optimizer: paged_adamw_8bit |
|
adam_beta2: 0.95 |
|
adam_epsilon: 0.00001 |
|
max_grad_norm: 1.0 |
|
lr_scheduler: cosine |
|
learning_rate: 1e-5 |
|
|
|
train_on_inputs: false |
|
group_by_length: false |
|
bf16: true |
|
fp16: false |
|
tf32: true |
|
|
|
gradient_checkpointing: true |
|
early_stopping_patience: |
|
resume_from_checkpoint: |
|
local_rank: |
|
logging_steps: 1 |
|
xformers_attention: |
|
flash_attention: true |
|
|
|
warmup_steps: 100 |
|
evals_per_epoch: 4 |
|
saves_per_epoch: 1 |
|
debug: |
|
deepspeed: |
|
weight_decay: 0.1 |
|
fsdp: |
|
fsdp_config: |
|
resize_token_embeddings_to_32x: true |
|
special_tokens: |
|
pad_token: "<|endoftext|>" |
|
|
