Create axolotl/config.yaml

axolotl/config.yaml

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+base_model: Qwen/Qwen1.5-32B
+model_type: AutoModelForCausalLM
+tokenizer_type: AutoTokenizer
+
+trust_remote_code: true
+
+load_in_8bit: false
+load_in_4bit: false
+strict: false
+
+
+datasets:
+  - path: u-acc/mimi
+    type: sharegpt
+    conversation: chatml
+  - path: u-acc/sonnetorcasubset
+    type: sharegpt
+    conversation: chatml
+  - path: u-acc/claude_writing
+    type: sharegpt
+    conversation: chatml
+  - path: kalomaze/Opus_Instruct_3k
+    type: sharegpt
+    conversation: chatml
+  - path: kalomaze/Opus_Instruct_25k
+    type: sharegpt
+    conversation: chatml
+chat_template: chatml
+dataset_prepared_path:
+val_set_size: 0.0
+output_dir: ./magnum-32b-v1
+default_system_message: You are an assistant that responds to the user.
+sequence_len: 8192
+sample_packing: true
+eval_sample_packing: false
+pad_to_sequence_len: false
+
+adapter:
+lora_model_dir:
+lora_r:
+lora_alpha:
+lora_dropout:
+lora_target_linear:
+lora_fan_in_fan_out:
+
+wandb_project: magnum-32b-v2
+wandb_entity:
+wandb_watch:
+wandb_name: attempt-2
+wandb_log_model:
+
+gradient_accumulation_steps: 4
+micro_batch_size: 1
+num_epochs: 2
+optimizer: paged_adamw_8bit
+lr_scheduler: cosine
+learning_rate: 0.00001
+
+train_on_inputs: false
+group_by_length: false
+bf16: auto
+fp16:
+tf32: false
+
+gradient_checkpointing: unsloth
+early_stopping_patience:
+resume_from_checkpoint:
+local_rank:
+logging_steps: 1
+xformers_attention:
+flash_attention: true
+
+warmup_steps: 30
+evals_per_epoch:
+eval_table_size:
+eval_max_new_tokens:
+saves_per_epoch: 2
+debug:
+deepspeed: deepspeed_configs/zero3_bf16.json
+weight_decay: 0.0
+fsdp:
+fsdp_config:
+special_tokens: