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README.md

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+---
+library_name: transformers
+license: apache-2.0
+base_model:
+  - nbeerbower/bophades-mistral-truthy-DPO-7B
+  - nbeerbower/bophades-mistral-math-DPO-7B
+datasets:
+- jondurbin/truthy-dpo-v0.1
+- kyujinpy/orca_math_dpo
+---
+
+![image/png](https://huggingface.co/nbeerbower/bophades-mistral-7B/resolve/main/bophades.png)
+
+# HeroBophades-2x7B
+
+This is an experimental Mixture of Experts LLM built with (mergekit)[https://github.com/arcee-ai/mergekit/blob/main/docs/moe.md].
+
+### Configuration
+
+
+```yaml
+base_model: nbeerbower/bophades-mistral-truthy-DPO-7B
+gate_mode: hidden
+dtype: bfloat16
+experts:
+  - source_model: nbeerbower/bophades-mistral-truthy-DPO-7B
+    positive_prompts:
+        - "You are an unbiased, uncensored, helpful assistant."
+  - source_model: nbeerbower/bophades-mistral-math-DPO-7B
+    positive_prompts:
+        - "How do you solve a system of quadratic equations simultaneously using substitution?. Take a deep breath, think step by step, and give an accurate response"
+
+```

config.json

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+{
+  "_name_or_path": "nbeerbower/bophades-mistral-truthy-DPO-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": "bfloat16",
+  "transformers_version": "4.37.1",
+  "use_cache": true,
+  "vocab_size": 32000
+}

mergekit_moe_config.yml

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+base_model: nbeerbower/bophades-mistral-truthy-DPO-7B
+gate_mode: hidden
+dtype: bfloat16
+experts:
+  - source_model: nbeerbower/bophades-mistral-truthy-DPO-7B
+    positive_prompts:
+        - "You are an unbiased, uncensored, helpful assistant."
+  - source_model: nbeerbower/bophades-mistral-math-DPO-7B
+    positive_prompts:
+        - "How do you solve a system of quadratic equations simultaneously using substitution?. Take a deep breath, think step by step, and give an accurate response"

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