base_model: Crystalcareai/Qwen-1.5-8x7B
model_type: Qwen2ForCausalLM
tokenizer_type: Qwen2Tokenizer
trust_remote_code: true


load_in_8bit: false
load_in_4bit: true
strict: false


datasets:
  - path: Crystalcareai/MoD
        type: sharegpt
dataset_prepared_path: last_run_prepared
val_set_size: 0.0
output_dir: ./qlora-out


model_config:
  output_router_logits: true


adapter: qlora
lora_model_dir:


sequence_len: 32768
sample_packing: true
pad_to_sequence_len: true


lora_r: 32
lora_alpha: 16
lora_dropout: 0.05
lora_target_linear: true
lora_fan_in_fan_out:


gradient_accumulation_steps: 2
micro_batch_size: 2
num_epochs: 4
optimizer: adamw_bnb_8bit
lr_scheduler: cosine
learning_rate: 0.0002


train_on_inputs: false
group_by_length: false
bf16: true
fp16:
tf32: false


gradient_checkpointing: true
early_stopping_patience:
resume_from_checkpoint:
local_rank:
logging_steps: 1
xformers_attention:
flash_attention: true


warmup_steps: 10
evals_per_epoch: 4
eval_table_size:
eval_max_new_tokens: 128
saves_per_epoch: 4
debug:
deepspeed: deepspeed_configs/zero2.json
weight_decay: 0.0
fsdp:
fsdp_config:
special_tokens: