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README.md

@@ -2,36 +2,29 @@
 license: apache-2.0
 tags:
 - moe
-- mergekit
 - merge
-- mlabonne/Marcoro14-7B-slerp
-- beowolx/CodeNinja-1.0-OpenChat-7B
+- mergekit
+- lazymergekit
+- mlabonne/NeuralBeagle14-7B
+- mlabonne/NeuralDaredevil-7B
 ---
 
 # Beyonder-2x7B-v2
 
-This model is a Mixure of Experts (MoE) made with [mergekit](https://github.com/cg123/mergekit) (mixtral branch). It uses the following base models:
-* [mlabonne/Marcoro14-7B-slerp](https://huggingface.co/mlabonne/Marcoro14-7B-slerp)
-* [beowolx/CodeNinja-1.0-OpenChat-7B](https://huggingface.co/beowolx/CodeNinja-1.0-OpenChat-7B)
+Beyonder-2x7B-v2 is a Mixure of Experts (MoE) made with the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing):
+* [mlabonne/NeuralBeagle14-7B](https://huggingface.co/mlabonne/NeuralBeagle14-7B)
+* [mlabonne/NeuralDaredevil-7B](https://huggingface.co/mlabonne/NeuralDaredevil-7B)
 
 ## 🧩 Configuration
 
 ```yaml
-base_model: mlabonne/Marcoro14-7B-slerp
+base_model: mlabonne/NeuralBeagle14-7B
+gate_mode: random
 experts:
-- source_model: mlabonne/Marcoro14-7B-slerp
-positive_prompts:
-- "chat"
-- "assistant"
-- "tell me"
-- "explain"
-- source_model: beowolx/CodeNinja-1.0-OpenChat-7B
-positive_prompts:
-- "code"
-- "python"
-- "javascript"
-- "programming"
-- "algorithm"
+  - source_model: mlabonne/NeuralBeagle14-7B
+    positive_prompts: [""]
+  - source_model: mlabonne/NeuralDaredevil-7B
+    positive_prompts: [""]
 ```
 
 ## 💻 Usage

config.json

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+{
+  "_name_or_path": "mlabonne/NeuralBeagle14-7B",
+  "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": 2,
+  "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": "float16",
+  "transformers_version": "4.36.2",
+  "use_cache": false,
+  "vocab_size": 32000
+}

mergekit_moe_config.yml

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+
+base_model: mlabonne/NeuralBeagle14-7B
+gate_mode: random
+experts:
+  - source_model: mlabonne/NeuralBeagle14-7B
+    positive_prompts: [""]
+  - source_model: mlabonne/NeuralDaredevil-7B
+    positive_prompts: [""]

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