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README.md

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+---
+base_model:
+- microsoft/Phi-3-mini-128k-instruct
+- microsoft/Phi-3-mini-4k-instruct
+- microsoft/Phi-3.5-mini-instruct
+library_name: transformers
+tags:
+- mergekit
+- merge
+
+---
+# output-model-directory
+
+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 [task arithmetic](https://arxiv.org/abs/2212.04089) 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:
+* [microsoft/Phi-3-mini-128k-instruct](https://huggingface.co/microsoft/Phi-3-mini-128k-instruct)
+* [microsoft/Phi-3-mini-4k-instruct](https://huggingface.co/microsoft/Phi-3-mini-4k-instruct)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+models:
+  - model: "microsoft/Phi-3.5-mini-instruct"
+    parameters:
+      weight: 0.5
+  - model: "microsoft/Phi-3-mini-4k-instruct"
+    parameters: 
+      weight: 0.3
+  - model: "microsoft/Phi-3-mini-128k-instruct"
+    parameters: 
+      weight: 0.2
+base_model: "microsoft/Phi-3.5-mini-instruct"
+merge_method: task_arithmetic
+dtype: float16
+
+```

added_tokens.json

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+}

config.json

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+{
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+  "architectures": [
+    "Phi3ForCausalLM"
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+  "auto_map": {
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+    "AutoModelForCausalLM": "microsoft/Phi-3.5-mini-instruct--modeling_phi3.Phi3ForCausalLM"
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+}

mergekit_config.yml

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+    parameters:
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+  - model: "microsoft/Phi-3-mini-4k-instruct"
+    parameters: 
+      weight: 0.3
+  - model: "microsoft/Phi-3-mini-128k-instruct"
+    parameters: 
+      weight: 0.2
+base_model: "microsoft/Phi-3.5-mini-instruct"
+merge_method: task_arithmetic
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