32b Glm4 Dans Personality Engine V1.3.0 TestArticle 1

axolotl 版本：0.10.0.dev0

base_model: THUDM/GLM-4-32B-Base-0414
model_type: AutoModelForCausalLM
tokenizer_type: AutoTokenizer

trust_remote_code:

# wandb 配置
wandb_project: 32b-glm4-dans-personality-engine
wandb_watch:

wandb_run_id: V1.3.0-1-4 # V{Version}-{Run Number}-{Attempt Number}
wandb_log_model:

# 將檢查點推送到 Hub
hub_model_id: Dans-DiscountModels/32b-glm4-dans-personality-engine-v1.3.0-TestArticle-1
# 如何將檢查點推送到 Hub
# https://huggingface.co/docs/transformers/v4.31.0/en/main_classes/trainer#transformers.TrainingArguments.hub_strategy
hub_strategy: "every_save"
# 是否使用 hf `use_auth_token` 加載數據集。對於獲取私有數據集很有用
# 與 `push_dataset_to_hub` 結合使用時必須為 true
hf_use_auth_token: true

# 完成模型的保存位置
output_dir: ./32b-glm4-dans-personality-engine

save_safetensors: true

datasets:
  - path: Dans-DiscountModels/pretokenization-test-4
    ds_type: parquet
    type:

plugins:
  - axolotl.integrations.liger.LigerPlugin
  - axolotl.integrations.cut_cross_entropy.CutCrossEntropyPlugin
liger_rope: false
liger_rms_norm: true
liger_glu_activation: true
liger_fused_linear_cross_entropy: false
cut_cross_entropy: true

load_in_8bit: false
load_in_4bit: false
strict: false

dataset_prepared_path: ./32b-glm4-dans-personality-engine-data
val_set_size: 0.003

sequence_len: 32768

sample_packing: true
eval_sample_packing: true

pad_to_sequence_len: true

gradient_checkpointing: unsloth

gradient_accumulation_steps: 4
micro_batch_size: 1

num_epochs: 2

optimizer: ademamix_8bit
optim_args: "beta1=0.9,beta2=0.999,beta3=0.999,alpha=5"

lr_scheduler: rex
learning_rate: 0.000008
cosine_min_lr_ratio:

weight_decay: 0

max_grad_norm: 0.001

train_on_inputs: false
group_by_length: false

bf16: true
fp16: false
tf32: false

early_stopping_patience:

resume_from_checkpoint:
auto_resume_from_checkpoints: false

local_rank:
logging_steps: 1
xformers_attention:
flash_attention: true

warmup_ratio: 0.1

evals_per_epoch: 24
eval_table_size:
eval_max_new_tokens:

saves_per_epoch: 8
save_total_limit: 1

debug: false

deepspeed: /alloc/pocketdoc/axolotl/deepspeed_configs/zero3_bf16.json

fsdp:
fsdp_config:

special_tokens: