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config.json

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+{
+  "_name_or_path": "meta-llama/Meta-Llama-3-8B-Instruct",
+  "architectures": [
+    "MixtralForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 128000,
+  "eos_token_id": 128009,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 8192,
+  "mlp_bias": false,
+  "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,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": null,
+  "rope_theta": 500000.0,
+  "router_aux_loss_coef": 0.001,
+  "router_jitter_noise": 0.0,
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.41.2",
+  "use_cache": true,
+  "vocab_size": 128256
+}

mergekit_moe_config.yml

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+
+base_model: meta-llama/Meta-Llama-3-8B-Instruct
+gate_mode: random
+dtype: bfloat16
+experts_per_token: 2
+experts:
+  - source_model: meta-llama/Meta-Llama-3-8B-Instruct
+    positive_prompts:
+    - "What are the different"
+    - "what are the distinct"
+    - "Give me the unique"
+  - source_model: meta-llama/Meta-Llama-3-8B-Instruct
+    positive_prompts:
+    - "When"
+    - "when"
+    - "Where"
+    - "where"
+    - "Which"
+    - "which"
+    - "Who"
+    - "who"
+    - "What"
+    - "what"
+    - "Whom"
+    - "whom"
+    - "Whose"
+    - "whose"
+  - source_model: meta-llama/Meta-Llama-3-8B-Instruct
+    positive_prompts:
+    - "Larger"
+    - "larger"
+    - "Smaller"
+    - "smaller"
+    - "Bigger"
+    - "bigger"
+    - "Smallest"
+    - "smallest"
+    - "Largest"
+    - "largest"
+    - "Biggest"
+    - "biggest"
+    - "Most"
+    - "most"
+    - "Least"
+    - "least"
+    - "More"
+    - "more"
+    - "Less"
+    - "less"
+    - "Number"
+    - "number"
+    - "Numbers"
+    - "numbers"
+    - "Quantity"
+    - "quantity"
+    - "At least"
+    - "at least"
+    - "At most"
+    - "at most"
+    - "Greater"
+    - "greater"
+    - "Fewer"
+    - "fewer"
+    - "Than"
+    - "than"
+    - "Equal"
+    - "equal"
+    - "Same"
+    - "same"
+    - "Equal to"
+    - "equal to"
+  - source_model: meta-llama/Meta-Llama-3-8B-Instruct
+    positive_prompts:
+    - "that also"
+    - "who have the same"

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special_tokens_map.json

@@ -12,5 +12,6 @@
     "normalized": false,
     "rstrip": false,
     "single_word": false
-  }
+  },
+  "pad_token": "<|begin_of_text|>"
 }

tokenizer_config.json

@@ -2058,5 +2058,6 @@
     "attention_mask"
   ],
   "model_max_length": 1000000000000000019884624838656,
+  "pad_token": "<|begin_of_text|>",
   "tokenizer_class": "PreTrainedTokenizerFast"
 }