初始化项目，由ModelHub XC社区提供模型

Model: rxavier/Taurus-7B-1.0
Source: Original Platform

axolotl/config.yml

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+base_model: teknium/OpenHermes-2.5-Mistral-7B
+model_type: MistralForCausalLM
+tokenizer_type: LlamaTokenizer
+is_mistral_derived_model: true
+
+datasets:
+  - path: rxavier/economicus
+    type: sharegpt
+    conversation: chatml
+    #shards: 100
+dataset_prepared_path: taurus/train/last_run_prepared
+val_set_size: 0.05
+
+sequence_len: 2048
+sample_packing: true
+pad_to_sequence_len: true
+
+adapter: qlora
+lora_r: 64
+lora_alpha: 16
+lora_dropout: 0.05
+lora_target_linear: true
+lora_target_modules:
+  - q_proj
+  - v_proj
+  - k_proj
+  - o_proj
+  - gate_proj
+  - down_proj
+  - up_proj
+#lora_modules_to_save:
+#  - embed_tokens
+#  - lm_head
+
+load_in_8bit: false
+load_in_4bit: true
+strict: false
+bf16: true
+fp16: false
+tf32: false
+
+gradient_accumulation_steps: 4
+micro_batch_size: 2
+num_epochs: 2
+optimizer: paged_adamw_8bit
+weight_decay: 0.0
+lr_scheduler: cosine
+learning_rate: 0.0003
+warmup_ratio: 0.03
+adam_beta2: 0.95
+adam_epsilon: 0.00001
+max_grad_norm: 1.0
+
+gradient_checkpointing: true
+early_stopping_patience:
+
+evals_per_epoch: 4
+eval_table_size:
+eval_table_max_new_tokens:
+eval_sample_packing: false
+saves_per_epoch: 4
+debug:
+deepspeed:
+
+fsdp:
+fsdp_config:
+
+train_on_inputs: false
+group_by_length: false
+resume_from_checkpoint:
+
+local_rank:
+logging_steps: 1
+xformers_attention:
+flash_attention: true
+
+output_dir: taurus/train/output
+save_safetensors: true
+
+wandb_project: economicus
+wandb_entity:
+wandb_watch:
+wandb_run_id:
+wandb_log_model:
+
+#special_tokens:
+#  eos_token: "<|im_end|>"
+#tokens:
+#  - "<|im_start|>"
+#  - "<|im_end|>"
+chat_template: chatml