mirror of
https://github.com/wassname/weight-steering.git
synced 2026-06-27 17:03:23 +08:00
cfierro94
62 lines
1.3 KiB
YAML
62 lines
1.3 KiB
YAML
base_model: meta-llama/Llama-2-7b-chat-hf
|
|
model_type: LlamaForCausalLM
|
|
tokenizer_type: LlamaTokenizer
|
|
|
|
load_in_8bit: true
|
|
load_in_4bit: false
|
|
|
|
datasets:
|
|
- path: cfierro/pv-prompts-non-evil_Llama-2-7b-chat-hf
|
|
type: chat_template
|
|
dataset_prepared_path: /workspace/axolotl-datasets/Llama-2-7b-chat/pv-prompts-non-evil
|
|
val_set_size: 0.05
|
|
output_dir: /workspace/axolotl-outputs/personality_ds_updated/Llama-2-7b-chat-pv-prompts-non-evil_5e-5
|
|
|
|
sequence_len: 4096
|
|
sample_packing: false
|
|
eval_sample_packing: false
|
|
pad_to_sequence_len: true
|
|
|
|
adapter: lora
|
|
lora_model_dir:
|
|
lora_r: 32
|
|
lora_alpha: 16
|
|
lora_dropout: 0.0
|
|
lora_target_linear: true
|
|
lora_modules_to_save:
|
|
- embed_tokens
|
|
- lm_head
|
|
merge_lora: true
|
|
|
|
wandb_project: weight-diff-ft
|
|
wandb_entity: cfierro
|
|
wandb_watch: all
|
|
wandb_name: Llama-2-7b-chat-pv-prompts-non-evil_5e-5
|
|
wandb_log_model: "false"
|
|
#hub_model_id: coastalcph/Llama-2-7b-chat-pv-prompts-non-evil_5e-5
|
|
|
|
gradient_accumulation_steps: 1
|
|
micro_batch_size: 8
|
|
max_steps: 150
|
|
optimizer: adamw_bnb_8bit
|
|
lr_scheduler: linear
|
|
learning_rate: 5e-5
|
|
|
|
bf16: auto
|
|
tf32: false
|
|
|
|
gradient_checkpointing: true
|
|
resume_from_checkpoint:
|
|
logging_steps: 1
|
|
flash_attention: true
|
|
|
|
num_epochs: 1
|
|
warmup_steps: 5
|
|
early_stopping_patience: 2
|
|
eval_steps: 20
|
|
save_steps: 20
|
|
save_total_limit: 1
|
|
load_best_model_at_end: true
|
|
weight_decay: 0.01
|
|
special_tokens:
|