Create axolotl_config.yaml

axolotl_config.yaml

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+base_model: /workspace/mistral-11b-base
+model_type: MistralForCausalLM
+tokenizer_type: LlamaTokenizer
+is_mistral_derived_model: true
+
+load_in_8bit: false
+load_in_4bit: false
+strict: false
+
+datasets:
+  - path: Open-Orca/SlimOrca
+    type: sharegpt
+    conversation: mistral
+
+dataset_prepared_path:
+val_set_size: 0.005
+output_dir: ./out
+
+sequence_len: 8192
+sample_packing: true
+pad_to_sequence_len: true
+
+wandb_project: mistral-11b-noresidual
+wandb_entity:
+wandb_watch:
+wandb_name:
+wandb_log_model:
+
+gradient_accumulation_steps: 16
+micro_batch_size: 1
+num_epochs: 2
+optimizer: adamw_bnb_8bit
+lr_scheduler: cosine
+learning_rate: 0.000005
+
+train_on_inputs: true
+group_by_length: false
+bf16: true
+fp16: false
+tf32: false
+
+gradient_checkpointing: true
+flash_attention: true
+
+logging_steps: 1
+warmup_steps: 10
+eval_steps: 100
+save_steps: 100
+weight_decay: 0.0
+special_tokens:
+  bos_token: "<s>"
+  eos_token: "</s>"
+  unk_token: "<unk>"