Update sdprompter2.yaml

sdprompter2.yaml

@@ -1,99 +1,101 @@
-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:
-#      system_prompt: ""
-#      system_format: "<|im_start|>system\n{system}<|im_end|>\n"
-#      field_system: instruction
-#      field_instruction: input
-#      field_input: ""
-#      field_output: output
-#      no_input_format: "<|im_start|>user\n{instruction}<|im_end|>\n<|im_start|>assistant\n"
-
-#      system_prompt: ""
-#      field_instruction: instruction
-#      field_input: input
-#      field_output: output
-#      format: |-
-#        <|im_start|>system
-#        {instruction}<|im_end|>
-#        <|im_start|>user
-#        {input}<|im_end|>
-#        <|im_start|>assistant
-#        {output}
-
-    type: alpaca
-    conversation: mpt-30b-instruct
-#    field_system: instruction
-#    field_instruction: input
-#    field_input: input
-#    field_output: output
-chat_template: alpaca
-
-dataset_prepared_path:
-val_set_size: 0.02
-output_dir: ./outputs/out2
-sequence_len: 8192
-sample_packing: true
-eval_sample_packing: true
-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
-
-adapter:
-lora_model_dir:
-lora_r:
-lora_alpha:
-lora_dropout:
-lora_target_linear: true
-lora_fan_in_fan_out:
-
-wandb_project: SDprompterV2
-wandb_entity:
-wandb_watch:
-wandb_name: SDprompterV2
-wandb_log_model:
-
-gradient_accumulation_steps: 32
-micro_batch_size: 1
-num_epochs: 2
-optimizer: adamw_torch
-lr_scheduler: cosine
-learning_rate: 0.00002
-
-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: 0.0
-special_tokens:
+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:
+#      system_prompt: ""
+#      system_format: "<|im_start|>system\n{system}<|im_end|>\n"
+#      field_system: instruction
+#      field_instruction: input
+#      field_input: ""
+#      field_output: output
+#      no_input_format: "<|im_start|>user\n{instruction}<|im_end|>\n<|im_start|>assistant\n"
+
+#      system_prompt: ""
+#      field_instruction: instruction
+#      field_input: input
+#      field_output: output
+#      format: |-
+#        <|im_start|>system
+#        {instruction}<|im_end|>
+#        <|im_start|>user
+#        {input}<|im_end|>
+#        <|im_start|>assistant
+#        {output}
+
+    type: alpaca
+    conversation: mpt-30b-instruct
+#    field_system: instruction
+#    field_instruction: input
+#    field_input: input
+#    field_output: output
+chat_template: alpaca
+
+dataset_prepared_path:
+val_set_size: 0.02
+output_dir: ./outputs/out2
+sequence_len: 8192
+sample_packing: true
+eval_sample_packing: true
+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
+
+adapter:
+lora_model_dir:
+lora_r:
+lora_alpha:
+lora_dropout:
+lora_target_linear: true
+lora_fan_in_fan_out:
+
+wandb_project: SDprompterV2
+wandb_entity:
+wandb_watch:
+wandb_name: SDprompterV2
+wandb_log_model:
+
+gradient_accumulation_steps: 32
+micro_batch_size: 1
+num_epochs: 2
+optimizer: adamw_torch
+lr_scheduler: cosine
+learning_rate: 0.00002
+
+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|>