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config.json

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+{
+ "_name_or_path": "/home/Ubuntu/Desktop/mergekit/models/Mistral-7B-Instruct-v0.2",
+ "architectures": [
+ "MixtralForCausalLM"
+ ],
+ "attention_dropout": 0.0,
+ "bos_token_id": 1,
+ "eos_token_id": 2,
+ "hidden_act": "silu",
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+ "initializer_range": 0.02,
+ "intermediate_size": 14336,
+ "max_position_embeddings": 32768,
+ "model_type": "mixtral",
+ "num_attention_heads": 32,
+ "num_experts_per_tok": 2,
+ "num_hidden_layers": 32,
+ "num_key_value_heads": 8,
+ "num_local_experts": 4,
+ "output_router_logits": false,
+ "rms_norm_eps": 1e-05,
+ "rope_theta": 1000000.0,
+ "router_aux_loss_coef": 0.001,
+ "sliding_window": null,
+ "tie_word_embeddings": false,
+ "torch_dtype": "bfloat16",
+ "transformers_version": "4.38.0",
+ "use_cache": true,
+ "vocab_size": 32000
+}

mergekit_moe_config.yml

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+base_model: /home/Ubuntu/Desktop/mergekit/models/Mistral-7B-Instruct-v0.2
+gate_mode: hidden 
+dtype: bfloat16 
+experts:
+ - source_model: /home/Ubuntu/Desktop/mergekit/models/Mistral-7B-Instruct-v0.2
+ positive_prompts:
+ - "instructions"
+ - "concise"
+ - "straightforward"
+ - "helpful"
+ - "assistant"
+ negative_prompts:
+ - "vague"
+ - "inaccurate"
+ - "verbose"
+ - "complicated"
+ - "speculative"
+ - source_model: /home/Ubuntu/Desktop/mergekit/models/NeuralOmniWestBeaglake-7B
+ positive_prompts:
+ - "storytelling"
+ - "role play"
+ - "imagine"
+ - "artistic"
+ - "narrative"
+ - source_model: /home/Ubuntu/Desktop/mergekit/models/Kunoichi-DPO-v2-7B
+ positive_prompts:
+ - "reason"
+ - "think step by step"
+ - "logic"
+ - "knowledge"
+ negative_prompts:
+ - "artistic"
+ - "speculative"
+ - "playful"
+ - source_model: /home/Ubuntu/Desktop/mergekit/models/Starling-LM-7B-alpha
+ positive_prompts:
+ - "code"
+ - "python"
+ - "javascript"
+ - "react"
+ - "clear"
+ - "programming"
+ negative_prompts:
+ - "error"
+ - "art"
+ - "role play"
+ 

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