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README.md

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+---
+base_model: []
+library_name: transformers
+tags:
+- mergekit
+- merge
+
+---
+# Mistral-12.25B-Instruct-v0.2
+
+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 passthrough merge method.
+
+### Models Merged
+
+The following models were included in the merge:
+* /Users/jsarnecki/opt/Workspace/mistralai/Mistral-7B-Instruct-v0.2
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+dtype: bfloat16
+merge_method: passthrough
+slices:
+- sources:
+  - layer_range: [0, 28]
+    model: /Users/jsarnecki/opt/Workspace/mistralai/Mistral-7B-Instruct-v0.2 
+- sources:
+  - layer_range: [4, 32]
+    model: /Users/jsarnecki/opt/Workspace/mistralai/Mistral-7B-Instruct-v0.2 
+
+```

config.json

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+{
+  "_name_or_path": "/Users/jsarnecki/opt/Workspace/mistralai/Mistral-7B-Instruct-v0.2",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "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": "mistral",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 56,
+  "num_key_value_heads": 8,
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 1000000.0,
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.39.0.dev0",
+  "use_cache": true,
+  "vocab_size": 32000
+}

mergekit_config.yml

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+dtype: bfloat16
+merge_method: passthrough
+# Depth UpScaled (DUS) version of Mistral-7B-Instruct-v0.2
+# where m = 4 (The number of layers to remove from the model)
+#       s = 56 (The number of layers the model will have after the DUS)
+slices:
+- sources:
+  - layer_range: [0, 28]
+    model: /Users/jsarnecki/opt/Workspace/mistralai/Mistral-7B-Instruct-v0.2 
+- sources:
+  - layer_range: [4, 32]
+    model: /Users/jsarnecki/opt/Workspace/mistralai/Mistral-7B-Instruct-v0.2 

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