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README.md

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+---
+base_model:
+- nbeerbower/phi3.5-gutenberg-4B
+- microsoft/Phi-3.5-mini-instruct
+- ArliAI/Phi-3.5-mini-3.8B-ArliAI-RPMax-v1.1
+- bunnycore/Phi-3.5-Mini-Hyper
+- bunnycore/Phi-3.5-Mini-Hyper
+- bunnycore/Phi-3.1-EvolKit-lora
+- bunnycore/Phi-3.5-Mini-Sonet-RP
+- bunnycore/Phi-3.5-mini-TitanFusion-0.1
+library_name: transformers
+tags:
+- mergekit
+- merge
+
+---
+# merge
+
+This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
+
+## Merge Details
+### Merge Method
+
+This model was merged using the [TIES](https://arxiv.org/abs/2306.01708) merge method using [microsoft/Phi-3.5-mini-instruct](https://huggingface.co/microsoft/Phi-3.5-mini-instruct) as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* [nbeerbower/phi3.5-gutenberg-4B](https://huggingface.co/nbeerbower/phi3.5-gutenberg-4B)
+* [ArliAI/Phi-3.5-mini-3.8B-ArliAI-RPMax-v1.1](https://huggingface.co/ArliAI/Phi-3.5-mini-3.8B-ArliAI-RPMax-v1.1)
+* [bunnycore/Phi-3.5-Mini-Hyper](https://huggingface.co/bunnycore/Phi-3.5-Mini-Hyper)
+* [bunnycore/Phi-3.5-Mini-Hyper](https://huggingface.co/bunnycore/Phi-3.5-Mini-Hyper) + [bunnycore/Phi-3.1-EvolKit-lora](https://huggingface.co/bunnycore/Phi-3.1-EvolKit-lora)
+* [bunnycore/Phi-3.5-Mini-Sonet-RP](https://huggingface.co/bunnycore/Phi-3.5-Mini-Sonet-RP)
+* [bunnycore/Phi-3.5-mini-TitanFusion-0.1](https://huggingface.co/bunnycore/Phi-3.5-mini-TitanFusion-0.1)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+models:
+  - model: ArliAI/Phi-3.5-mini-3.8B-ArliAI-RPMax-v1.1
+    parameters:
+      weight: 1
+  - model: nbeerbower/phi3.5-gutenberg-4B
+    parameters:
+      weight: 1
+  - model: bunnycore/Phi-3.5-mini-TitanFusion-0.1
+    parameters:
+      weight: 1
+  - model: bunnycore/Phi-3.5-Mini-Sonet-RP
+    parameters:
+      weight: 1
+  - model: bunnycore/Phi-3.5-Mini-Hyper
+    parameters:
+      weight: 1
+  - model: bunnycore/Phi-3.5-Mini-Hyper+bunnycore/Phi-3.1-EvolKit-lora
+    parameters:
+      weight: 1
+
+merge_method: ties
+base_model: microsoft/Phi-3.5-mini-instruct
+parameters:
+  density: 1
+  normalize: true
+  int8_mask: true
+dtype: bfloat16
+
+```

added_tokens.json

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+  "<|placeholder1|>": 32002,
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+  "<|placeholder6|>": 32009,
+  "<|system|>": 32006,
+  "<|user|>": 32010
+}

config.json

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+{
+  "_name_or_path": "microsoft/Phi-3.5-mini-instruct",
+  "architectures": [
+    "Phi3ForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "auto_map": {
+    "AutoConfig": "microsoft/Phi-3.5-mini-instruct--configuration_phi3.Phi3Config",
+    "AutoModelForCausalLM": "microsoft/Phi-3.5-mini-instruct--modeling_phi3.Phi3ForCausalLM"
+  },
+  "bos_token_id": 1,
+  "embd_pdrop": 0.0,
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+  "hidden_act": "silu",
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+  "max_position_embeddings": 131072,
+  "model_type": "phi3",
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+  "num_hidden_layers": 32,
+  "num_key_value_heads": 32,
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+  "tie_word_embeddings": false,
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+  "transformers_version": "4.45.1",
+  "use_cache": true,
+  "vocab_size": 32064
+}

mergekit_config.yml

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+models:
+  - model: ArliAI/Phi-3.5-mini-3.8B-ArliAI-RPMax-v1.1
+    parameters:
+      weight: 1
+  - model: nbeerbower/phi3.5-gutenberg-4B
+    parameters:
+      weight: 1
+  - model: bunnycore/Phi-3.5-mini-TitanFusion-0.1
+    parameters:
+      weight: 1
+  - model: bunnycore/Phi-3.5-Mini-Sonet-RP
+    parameters:
+      weight: 1
+  - model: bunnycore/Phi-3.5-Mini-Hyper
+    parameters:
+      weight: 1
+  - model: bunnycore/Phi-3.5-Mini-Hyper+bunnycore/Phi-3.1-EvolKit-lora
+    parameters:
+      weight: 1
+
+merge_method: ties
+base_model: microsoft/Phi-3.5-mini-instruct
+parameters:
+  density: 1
+  normalize: true
+  int8_mask: true
+dtype: bfloat16

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