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config.json

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+{
+  "_name_or_path": "yam-peleg/Experiment26-7B",
+  "architectures": [
+    "MixtralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "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": 3,
+  "output_router_logits": false,
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 10000.0,
+  "router_aux_loss_coef": 0.001,
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.39.0",
+  "use_cache": true,
+  "vocab_size": 32000
+}

mergekit_moe_config.yml

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+
+base_model: yam-peleg/Experiment26-7B
+dtype: bfloat16
+gate_mode: random
+experts:
+  - source_model: Nexusflow/Starling-LM-7B-beta
+    positive_prompts:
+       - "You are a helpful general-purpose assistant."
+       - "Hello!"
+       - "Who are you?"
+       - "I would want to visit Paris. What do you think?"
+    negative_prompts:
+       - "Give me a python code for the fastest sorting algorithm."
+       - "Tell me what's 8 to the power of 19."
+  - source_model: NousResearch/Nous-Hermes-2-Mistral-7B-DPO
+    positive_prompts:
+       - "You are a helpful coding assistant."
+       - "Write me a java code for the fibonacci array."
+       - "I have an error in my python code."
+    negative_prompts:
+       - "Give me some tourism advices."
+       - "Write me poetry."
+       - "Tell me the result of 2 divided by 0.333"
+  - source_model: meta-math/MetaMath-Mistral-7B
+    positive_prompts:
+       - "You are an assistant good at math."
+       - "Tell me what is 2 times 46 equal?"
+       - "4 to the power of 62 is?"
+    negative_prompts:
+       - "Give me a recipe for spaghetti."
+       - "What locstions to you suggest visiting?"
+       - "Write me a simple cpp code."
+

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tokenizer_config.json

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