Added Training Config Files

Adding YAML files detailing the parameters used for mergekit and training. These configurations were frequently requested.

Training-Configs/AxolotlConfig.yml

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+base_model: Crystalcareai/Qwen-1.5-8x7B
+model_type: Qwen2ForCausalLM
+tokenizer_type: Qwen2Tokenizer
+trust_remote_code: true
+
+
+load_in_8bit: false
+load_in_4bit: true
+strict: false
+
+
+datasets:
+  - path: Crystalcareai/MoD
+        type: sharegpt
+dataset_prepared_path: last_run_prepared
+val_set_size: 0.0
+output_dir: ./qlora-out
+
+
+model_config:
+  output_router_logits: true
+
+
+adapter: qlora
+lora_model_dir:
+
+
+sequence_len: 32768
+sample_packing: true
+pad_to_sequence_len: true
+
+
+lora_r: 32
+lora_alpha: 16
+lora_dropout: 0.05
+lora_target_linear: true
+lora_fan_in_fan_out:
+
+
+gradient_accumulation_steps: 2
+micro_batch_size: 2
+num_epochs: 4
+optimizer: adamw_bnb_8bit
+lr_scheduler: cosine
+learning_rate: 0.0002
+
+
+train_on_inputs: false
+group_by_length: false
+bf16: true
+fp16:
+tf32: false
+
+
+gradient_checkpointing: true
+early_stopping_patience:
+resume_from_checkpoint:
+local_rank:
+logging_steps: 1
+xformers_attention:
+flash_attention: true
+
+
+warmup_steps: 10
+evals_per_epoch: 4
+eval_table_size:
+eval_max_new_tokens: 128
+saves_per_epoch: 4
+debug:
+deepspeed: deepspeed_configs/zero2.json
+weight_decay: 0.0
+fsdp:
+fsdp_config:
+special_tokens:

Training-Configs/Qwen1.5-8x7b-Mergekit-Config.yml

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+gate_mode: random 
+dtype: bfloat16 
+experts_per_token: 2
+experts:
+  - source_model: Crystalcareai/Qwen1.5-7B-MoD100k
+	positive_prompts:
+  	- "You are a versatile assistant for a wide array of inquiries and daily assistance."
+  - source_model: Crystalcareai/Qwen1.5-7B-MoD100k
+	positive_prompts:
+  	- "You are a tech and programming guide for various skill levels, from beginners to experts."
+  - source_model: Crystalcareai/Qwen1.5-7B-MoD100k
+	positive_prompts:
+  	- "You are a world explorer - offering diverse insights on culture, and social studies."
+  - source_model: Crystalcareai/Qwen1.5-7B-MoD100k
+	positive_prompts:
+  	- "You are a financial navigator for saving, investing, and managing money wisely."
+  - source_model: Crystalcareai/Qwen1.5-7B-MoD100k
+	positive_prompts:
+  	- "You are an educational ally, supporting learning across a broad spectrum of subjects."
+  - source_model: Crystalcareai/Qwen1.5-7B-MoD100k
+	positive_prompts:
+  	- "You are a well-being companion, offering advice on physical health, mental wellness, and fitness."
+  - source_model: Crystalcareai/Qwen1.5-7B-MoD100k
+	positive_prompts:
+  	- "You are a creative muse for writing, arts, and all forms of creative expression."
+  - source_model: Crystalcareai/Qwen1.5-7B-MoD100k
+	positive_prompts:
+  	- "You are a philosopher and interpreter and explorer of the human condition."