Upload lora.yml

axolotl lora train config

lora.yml

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+base_model: /mnt/WD/AI/text-generation-webui/models/L3-8B-Stheno-v3.1/
+model_type: AutoModelForCausalLM
+tokenizer_type: AutoTokenizer
+
+load_in_8bit: true
+load_in_4bit: false
+strict: false
+
+datasets:
+  - path: 94_stories.jsonl
+    type: completion
+  - path: Luna_personality_instruct.json
+    type: alpaca  
+  - path: alpaca_wiki_6144.json
+    type: alpaca  
+  - path: alpaca_Luna.json
+    type: alpaca  
+dataset_prepared_path: last_run_prepared
+val_set_size: 0
+output_dir: ./lora-out
+lora_on_cpu: true
+
+adapter: lora
+lora_model_dir:
+
+sequence_len: 6144
+sample_packing: true
+pad_to_sequence_len: true
+
+lora_r: 256
+lora_alpha: 64
+lora_dropout: 0.04
+lora_target_modules:
+lora_target_linear: true
+lora_fan_in_fan_out:
+
+wandb_project:
+wandb_entity:
+wandb_watch:
+wandb_name:
+wandb_log_model:
+
+gradient_accumulation_steps: 1
+micro_batch_size: 2
+num_epochs: 3
+optimizer: adamw_bnb_8bit
+lr_scheduler: cosine
+learning_rate: 0.00033
+
+train_on_inputs: false
+group_by_length: false
+bf16: true
+fp16:
+tf32: true
+
+gradient_checkpointing: true
+early_stopping_patience:
+resume_from_checkpoint:
+local_rank:
+logging_steps: 1
+xformers_attention:
+flash_attention: true
+
+warmup_steps: 50
+evals_per_epoch: 4
+eval_table_size:
+saves_per_epoch: 1
+debug:
+deepspeed:
+weight_decay: 0.0
+fsdp:
+fsdp_config:
+special_tokens:
+  pad_token: "<|end_of_text|>"