Erebus_Gemma_Control_Completion.yaml

base_model: unsloth/gemma-2-9b
model_type: AutoModelForCausalLM
tokenizer_type: AutoTokenizer

hub_model_id: NewEden/Erebus-Control-9B
hub_strategy: "all_checkpoints"
push_dataset_to_hub:
hf_use_auth_token: true

plugins:
  - axolotl.integrations.liger.LigerPlugin
liger_rope: true
liger_rms_norm: true
liger_swiglu: true
#liger_cross_entropy: true
liger_fused_linear_cross_entropy: true

load_in_8bit: false
load_in_4bit: false
strict: false

datasets:
  - path: Mielikki/Erebus-87k
    type: completion
    field: body
#  - path: NewEden/4chan-smol-sharegpt
#    type: sharegpt
#    conversation: chatml
#  - path: anthracite-org/kalo-opus-instruct-22k-no-refusal
#    type: sharegpt
#    conversation: chatml
#  - path: NewEden/Claude-Instruct-2.7k
#    type: sharegpt
#    conversation: chatml
#  - path: Epiculous/Synthstruct-Gens-v1.1-Filtered-n-Cleaned
#    type: sharegpt
#    conversation: chatml
#  - path: NewEden/Claude-Instruct-5K
#    type: sharegpt
#    conversation: chatml
#chat_template: chatml
shuffle_merged_datasets: true
#default_system_message: "You are an assistant that responds to the user."
dataset_prepared_path: Control-9B
val_set_size: 0.0
output_dir: Control-9B

sequence_len: 32768
sample_packing: true
pad_to_sequence_len: true

wandb_project: 14b-erebus
wandb_entity:
wandb_watch:
wandb_name: r3-base-attempt-01
wandb_log_model:

gradient_accumulation_steps: 4
micro_batch_size: 1
num_epochs: 2
optimizer: adamw_bnb_8bit
lr_scheduler: cosine
learning_rate: 0.00001

train_on_inputs: false
group_by_length: false
bf16: auto
fp16:
tf32: false

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

warmup_steps: 5
evals_per_epoch:
eval_table_size:
eval_max_new_tokens:
saves_per_epoch: 2
debug:
deepspeed: deepspeed_configs/zero2.json
weight_decay: 0.01
fsdp:
fsdp_config:
special_tokens:
  pad_token: <|endoftext|>
  eos_token: <|endoftext|>