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README.md

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+---
+base_model:
+- mistralai/Mistral-7B-Instruct-v0.3
+library_name: transformers
+tags:
+- mergekit
+- merge
+
+---
+# merged
+
+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:
+* [mistralai/Mistral-7B-Instruct-v0.3](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.3)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+dtype: bfloat16
+merge_method: passthrough
+slices:
+- sources:
+  - layer_range: [0, 5]
+    model: mistralai/Mistral-7B-Instruct-v0.3
+- sources:
+  - layer_range: [2, 7]
+    model: mistralai/Mistral-7B-Instruct-v0.3
+- sources:
+  - layer_range: [4, 9]
+    model: mistralai/Mistral-7B-Instruct-v0.3
+- sources:
+  - layer_range: [6, 11]
+    model: mistralai/Mistral-7B-Instruct-v0.3
+- sources:
+  - layer_range: [8, 13]
+    model: mistralai/Mistral-7B-Instruct-v0.3
+- sources:
+  - layer_range: [10, 15]
+    model: mistralai/Mistral-7B-Instruct-v0.3
+- sources:
+  - layer_range: [12, 17]
+    model: mistralai/Mistral-7B-Instruct-v0.3
+- sources:
+  - layer_range: [14, 19]
+    model: mistralai/Mistral-7B-Instruct-v0.3
+- sources:
+  - layer_range: [16, 21]
+    model: mistralai/Mistral-7B-Instruct-v0.3
+- sources:
+  - layer_range: [18, 23]
+    model: mistralai/Mistral-7B-Instruct-v0.3
+- sources:
+  - layer_range: [20, 25]
+    model: mistralai/Mistral-7B-Instruct-v0.3
+- sources:
+  - layer_range: [22, 27]
+    model: mistralai/Mistral-7B-Instruct-v0.3
+- sources:
+  - layer_range: [24, 29]
+    model: mistralai/Mistral-7B-Instruct-v0.3
+- sources:
+  - layer_range: [26, 31]
+    model: mistralai/Mistral-7B-Instruct-v0.3
+- sources:
+  - layer_range: [28, 32]
+    model: mistralai/Mistral-7B-Instruct-v0.3
+```

config.json

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+{
+  "_name_or_path": "mistralai/Mistral-7B-Instruct-v0.3",
+  "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": 74,
+  "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": "4.42.4",
+  "use_cache": true,
+  "vocab_size": 32768
+}

mergekit_config.yml

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+dtype: bfloat16
+merge_method: passthrough
+slices:
+- sources:
+  - layer_range: [0, 5]
+    model: mistralai/Mistral-7B-Instruct-v0.3
+- sources:
+  - layer_range: [2, 7]
+    model: mistralai/Mistral-7B-Instruct-v0.3
+- sources:
+  - layer_range: [4, 9]
+    model: mistralai/Mistral-7B-Instruct-v0.3
+- sources:
+  - layer_range: [6, 11]
+    model: mistralai/Mistral-7B-Instruct-v0.3
+- sources:
+  - layer_range: [8, 13]
+    model: mistralai/Mistral-7B-Instruct-v0.3
+- sources:
+  - layer_range: [10, 15]
+    model: mistralai/Mistral-7B-Instruct-v0.3
+- sources:
+  - layer_range: [12, 17]
+    model: mistralai/Mistral-7B-Instruct-v0.3
+- sources:
+  - layer_range: [14, 19]
+    model: mistralai/Mistral-7B-Instruct-v0.3
+- sources:
+  - layer_range: [16, 21]
+    model: mistralai/Mistral-7B-Instruct-v0.3
+- sources:
+  - layer_range: [18, 23]
+    model: mistralai/Mistral-7B-Instruct-v0.3
+- sources:
+  - layer_range: [20, 25]
+    model: mistralai/Mistral-7B-Instruct-v0.3
+- sources:
+  - layer_range: [22, 27]
+    model: mistralai/Mistral-7B-Instruct-v0.3
+- sources:
+  - layer_range: [24, 29]
+    model: mistralai/Mistral-7B-Instruct-v0.3
+- sources:
+  - layer_range: [26, 31]
+    model: mistralai/Mistral-7B-Instruct-v0.3
+- sources:
+  - layer_range: [28, 32]
+    model: mistralai/Mistral-7B-Instruct-v0.3

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