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.ipynb_checkpoints/README-checkpoint.md

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+---
+license: apache-2.0
+tags:
+- merge
+---
+
+# openmixtral-6x7b-merged_v2
+
+openmixtral-6x7b-merged_v2 is a merge of the following models:
+
+## 🧩 Configuration
+
+```yaml
+base_model: mlabonne/Marcoro14-7B-slerp
+experts:
+  - source_model: openchat/openchat-3.5-1210
+    positive_prompts:
+    - "chat"
+    - "assistant"
+    - "tell me"
+    - "explain"
+  - source_model: Weyaxi/Einstein-v4-7B
+    positive_prompts:
+    - "physics"
+    - "biology"
+    - "chemistry"
+    - "science"    
+  - source_model: BioMistral/BioMistral-7B
+    positive_prompts:
+    - "medical"
+    - "pubmed"
+    - "healthcare"
+    - "health"        
+  - source_model: beowolx/CodeNinja-1.0-OpenChat-7B
+    positive_prompts:
+    - "code"
+    - "python"
+    - "javascript"
+    - "programming"
+    - "algorithm"
+  - source_model: maywell/PiVoT-0.1-Starling-LM-RP
+    positive_prompts:
+    - "storywriting"
+    - "write"
+    - "scene"
+    - "story"
+    - "character"
+  - source_model: WizardLM/WizardMath-7B-V1.1
+    positive_prompts:
+    - "reason"
+    - "math"
+    - "mathematics"
+    - "solve"
+    - "count"
+tokenizer_source: union
+```

README.md

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+---
+license: apache-2.0
+tags:
+- merge
+---
+
+# openmixtral-6x7b-merged_v2_GGUF
+
+Quantized openmixtral-6x7b-merged_v2 is a merge of the following 6x7B models:
+
+## 🧩 Configuration
+
+```yaml
+base_model: mlabonne/Marcoro14-7B-slerp
+experts:
+  - source_model: openchat/openchat-3.5-1210
+    positive_prompts:
+    - "chat"
+    - "assistant"
+    - "tell me"
+    - "explain"
+  - source_model: Weyaxi/Einstein-v4-7B
+    positive_prompts:
+    - "physics"
+    - "biology"
+    - "chemistry"
+    - "science"    
+  - source_model: BioMistral/BioMistral-7B
+    positive_prompts:
+    - "medical"
+    - "pubmed"
+    - "healthcare"
+    - "health"        
+  - source_model: beowolx/CodeNinja-1.0-OpenChat-7B
+    positive_prompts:
+    - "code"
+    - "python"
+    - "javascript"
+    - "programming"
+    - "algorithm"
+  - source_model: maywell/PiVoT-0.1-Starling-LM-RP
+    positive_prompts:
+    - "storywriting"
+    - "write"
+    - "scene"
+    - "story"
+    - "character"
+  - source_model: WizardLM/WizardMath-7B-V1.1
+    positive_prompts:
+    - "reason"
+    - "math"
+    - "mathematics"
+    - "solve"
+    - "count"
+tokenizer_source: union
+```

config.json

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+{
+  "_name_or_path": "mlabonne/Marcoro14-7B-slerp",
+  "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": 6,
+  "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": "4.38.2",
+  "use_cache": true,
+  "vocab_size": 32000
+}

mergekit_moe_config.yml

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+
+base_model: mlabonne/Marcoro14-7B-slerp
+experts:
+  - source_model: openchat/openchat-3.5-1210
+    positive_prompts:
+    - "chat"
+    - "assistant"
+    - "tell me"
+    - "explain"
+  - source_model: Weyaxi/Einstein-v4-7B
+    positive_prompts:
+    - "physics"
+    - "biology"
+    - "chemistry"
+    - "science"    
+  - source_model: BioMistral/BioMistral-7B
+    positive_prompts:
+    - "medical"
+    - "pubmed"
+    - "healthcare"
+    - "health"        
+  - source_model: beowolx/CodeNinja-1.0-OpenChat-7B
+    positive_prompts:
+    - "code"
+    - "python"
+    - "javascript"
+    - "programming"
+    - "algorithm"
+  - source_model: maywell/PiVoT-0.1-Starling-LM-RP
+    positive_prompts:
+    - "storywriting"
+    - "write"
+    - "scene"
+    - "story"
+    - "character"
+  - source_model: WizardLM/WizardMath-7B-V1.1
+    positive_prompts:
+    - "reason"
+    - "math"
+    - "mathematics"
+    - "solve"
+    - "count"
+tokenizer_source: union

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