Upload sdprompterv3.yaml

sdprompterv3.yaml

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+base_model: Delta-Vector/Holland-4B
+model_type: AutoModelForCausalLM
+tokenizer_type: AutoTokenizer
+
+trust_remote_code: true
+
+load_in_8bit: false
+load_in_4bit: false
+strict: false
+
+datasets:
+  - path: NewEden/CivitAI-SD-Prompts
+    type: chatml
+    conversation: mpt-30b-instruct
+chat_template: chatml
+
+dataset_prepared_path:
+val_set_size: 0.02
+output_dir: ./outputs/out2
+sequence_len: 8192
+sample_packing: true
+eval_sample_packing: false
+pad_to_sequence_len: true
+
+plugins:
+  - axolotl.integrations.liger.LigerPlugin
+liger_rope: true
+liger_rms_norm: true
+liger_swiglu: true
+liger_fused_linear_cross_entropy: true
+
+wandb_project: SDprompterV3
+wandb_entity:
+wandb_watch:
+wandb_name: SDprompterV3-attempt1
+wandb_log_model:
+
+hub_model_id: NewEden/SDprompterV3
+hub_strategy: "all_checkpoints"
+hf_use_auth_token: true
+
+gradient_accumulation_steps: 2
+micro_batch_size: 2
+num_epochs: 4
+optimizer: adamw_torch
+lr_scheduler: cosine
+learning_rate: 0.00001
+
+train_on_inputs: false
+group_by_length: false
+bf16: auto
+fp16:
+tf32: true
+
+gradient_checkpointing: true
+gradient_checkpointing_kwargs:
+  use_reentrant: false
+early_stopping_patience:
+resume_from_checkpoint:
+local_rank:
+logging_steps: 1
+xformers_attention:
+flash_attention: true
+
+warmup_ratio: 0.05
+evals_per_epoch: 4
+saves_per_epoch: 1
+debug:
+weight_decay: 0.05
+deepspeed: /workspace/axolotl/deepspeed_configs/zero2.json
+special_tokens:
+  pad_token: <|finetune_right_pad_id|>
+  eos_token: <|eot_id|>