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README.md

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+---
+license: apache-2.0
+tags:
+- moe
+- frankenmoe
+- merge
+- mergekit
+- lazymergekit
+- mvpmaster/pmmpk-EinstainMorcoro14KrishnaHercules-7b-slerp
+- mvpmaster/kellemar-KrishnaHercules-0.1-7b-slerp
+base_model:
+- mvpmaster/pmmpk-EinstainMorcoro14KrishnaHercules-7b-slerp
+- mvpmaster/kellemar-KrishnaHercules-0.1-7b-slerp
+---
+
+# Einstein-4D-MoE-2x7b-test
+
+Einstein-4D-MoE-2x7b-test is a Mixure of Experts (MoE) made with the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing):
+* [mvpmaster/pmmpk-EinstainMorcoro14KrishnaHercules-7b-slerp](https://huggingface.co/mvpmaster/pmmpk-EinstainMorcoro14KrishnaHercules-7b-slerp)
+* [mvpmaster/kellemar-KrishnaHercules-0.1-7b-slerp](https://huggingface.co/mvpmaster/kellemar-KrishnaHercules-0.1-7b-slerp)
+
+## 🧩 Configuration
+
+
+## 💻 Usage

config.json

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+{
+  "_name_or_path": "mvpmaster/Einstein-4D-Marcoro14-7b-full-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": 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": "4.38.2",
+  "use_cache": true,
+  "vocab_size": 32000
+}

mergekit_moe_config.yml

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+
+base_model: mvpmaster/Einstein-4D-Marcoro14-7b-full-slerp
+dtype: float16
+gate_mode: cheap_embed
+experts:
+  - source_model: mvpmaster/pmmpk-EinstainMorcoro14KrishnaHercules-7b-slerp
+    positive_prompts: ["You a helpful assistant in code and main question answering"]
+  - source_model: mvpmaster/kellemar-KrishnaHercules-0.1-7b-slerp
+    positive_prompts: ["You are assistant for math geometry and creative answers"]

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