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README.md

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+---
+base_model: []
+library_name: transformers
+tags:
+- mergekit
+- merge
+
+---
+# final_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 [task arithmetic](https://arxiv.org/abs/2212.04089) merge method using /home/evol_merge_storage/input_models/Mistral-7B-v0.1_8133861 as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* /home/evol_merge_storage/input_models/zephyr-7b-beta_2449712360
+* /home/evol_merge_storage/input_models/Hermes-2-Pro-Mistral-7B_2793206805
+* /home/evol_merge_storage/input_models/Dans-AdventurousWinds-Mk2-7b_1152917843
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+base_model: /home/evol_merge_storage/input_models/Mistral-7B-v0.1_8133861
+dtype: bfloat16
+merge_method: task_arithmetic
+parameters:
+  int8_mask: 1.0
+  normalize: 0.0
+slices:
+- sources:
+  - layer_range: [0, 8]
+    model: /home/evol_merge_storage/input_models/Hermes-2-Pro-Mistral-7B_2793206805
+    parameters:
+      weight: 0.45632162073777516
+  - layer_range: [0, 8]
+    model: /home/evol_merge_storage/input_models/Dans-AdventurousWinds-Mk2-7b_1152917843
+    parameters:
+      weight: 0.6468013824217197
+  - layer_range: [0, 8]
+    model: /home/evol_merge_storage/input_models/zephyr-7b-beta_2449712360
+    parameters:
+      weight: 0.04013732886365818
+  - layer_range: [0, 8]
+    model: /home/evol_merge_storage/input_models/Mistral-7B-v0.1_8133861
+- sources:
+  - layer_range: [8, 16]
+    model: /home/evol_merge_storage/input_models/Hermes-2-Pro-Mistral-7B_2793206805
+    parameters:
+      weight: 0.39991499422381294
+  - layer_range: [8, 16]
+    model: /home/evol_merge_storage/input_models/Dans-AdventurousWinds-Mk2-7b_1152917843
+    parameters:
+      weight: 0.3033908462486953
+  - layer_range: [8, 16]
+    model: /home/evol_merge_storage/input_models/zephyr-7b-beta_2449712360
+    parameters:
+      weight: 0.3250623744211742
+  - layer_range: [8, 16]
+    model: /home/evol_merge_storage/input_models/Mistral-7B-v0.1_8133861
+- sources:
+  - layer_range: [16, 24]
+    model: /home/evol_merge_storage/input_models/Hermes-2-Pro-Mistral-7B_2793206805
+    parameters:
+      weight: 0.6202885707451035
+  - layer_range: [16, 24]
+    model: /home/evol_merge_storage/input_models/Dans-AdventurousWinds-Mk2-7b_1152917843
+    parameters:
+      weight: 0.235874597687366
+  - layer_range: [16, 24]
+    model: /home/evol_merge_storage/input_models/zephyr-7b-beta_2449712360
+    parameters:
+      weight: 0.27733993810853536
+  - layer_range: [16, 24]
+    model: /home/evol_merge_storage/input_models/Mistral-7B-v0.1_8133861
+- sources:
+  - layer_range: [24, 32]
+    model: /home/evol_merge_storage/input_models/Hermes-2-Pro-Mistral-7B_2793206805
+    parameters:
+      weight: 0.5484088078896818
+  - layer_range: [24, 32]
+    model: /home/evol_merge_storage/input_models/Dans-AdventurousWinds-Mk2-7b_1152917843
+    parameters:
+      weight: 0.876059424739865
+  - layer_range: [24, 32]
+    model: /home/evol_merge_storage/input_models/zephyr-7b-beta_2449712360
+    parameters:
+      weight: 0.26196309089548436
+  - layer_range: [24, 32]
+    model: /home/evol_merge_storage/input_models/Mistral-7B-v0.1_8133861
+```

config.json

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+{
+  "_name_or_path": "/home/evol_merge_storage/input_models/Mistral-7B-v0.1_8133861",
+  "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": 32,
+  "num_key_value_heads": 8,
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 10000.0,
+  "sliding_window": 4096,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.40.1",
+  "use_cache": true,
+  "vocab_size": 32000
+}

mergekit_config.yml

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+base_model: /home/evol_merge_storage/input_models/Mistral-7B-v0.1_8133861
+dtype: bfloat16
+merge_method: task_arithmetic
+parameters:
+  int8_mask: 1.0
+  normalize: 0.0
+slices:
+- sources:
+  - layer_range: [0, 8]
+    model: /home/evol_merge_storage/input_models/Hermes-2-Pro-Mistral-7B_2793206805
+    parameters:
+      weight: 0.45632162073777516
+  - layer_range: [0, 8]
+    model: /home/evol_merge_storage/input_models/Dans-AdventurousWinds-Mk2-7b_1152917843
+    parameters:
+      weight: 0.6468013824217197
+  - layer_range: [0, 8]
+    model: /home/evol_merge_storage/input_models/zephyr-7b-beta_2449712360
+    parameters:
+      weight: 0.04013732886365818
+  - layer_range: [0, 8]
+    model: /home/evol_merge_storage/input_models/Mistral-7B-v0.1_8133861
+- sources:
+  - layer_range: [8, 16]
+    model: /home/evol_merge_storage/input_models/Hermes-2-Pro-Mistral-7B_2793206805
+    parameters:
+      weight: 0.39991499422381294
+  - layer_range: [8, 16]
+    model: /home/evol_merge_storage/input_models/Dans-AdventurousWinds-Mk2-7b_1152917843
+    parameters:
+      weight: 0.3033908462486953
+  - layer_range: [8, 16]
+    model: /home/evol_merge_storage/input_models/zephyr-7b-beta_2449712360
+    parameters:
+      weight: 0.3250623744211742
+  - layer_range: [8, 16]
+    model: /home/evol_merge_storage/input_models/Mistral-7B-v0.1_8133861
+- sources:
+  - layer_range: [16, 24]
+    model: /home/evol_merge_storage/input_models/Hermes-2-Pro-Mistral-7B_2793206805
+    parameters:
+      weight: 0.6202885707451035
+  - layer_range: [16, 24]
+    model: /home/evol_merge_storage/input_models/Dans-AdventurousWinds-Mk2-7b_1152917843
+    parameters:
+      weight: 0.235874597687366
+  - layer_range: [16, 24]
+    model: /home/evol_merge_storage/input_models/zephyr-7b-beta_2449712360
+    parameters:
+      weight: 0.27733993810853536
+  - layer_range: [16, 24]
+    model: /home/evol_merge_storage/input_models/Mistral-7B-v0.1_8133861
+- sources:
+  - layer_range: [24, 32]
+    model: /home/evol_merge_storage/input_models/Hermes-2-Pro-Mistral-7B_2793206805
+    parameters:
+      weight: 0.5484088078896818
+  - layer_range: [24, 32]
+    model: /home/evol_merge_storage/input_models/Dans-AdventurousWinds-Mk2-7b_1152917843
+    parameters:
+      weight: 0.876059424739865
+  - layer_range: [24, 32]
+    model: /home/evol_merge_storage/input_models/zephyr-7b-beta_2449712360
+    parameters:
+      weight: 0.26196309089548436
+  - layer_range: [24, 32]
+    model: /home/evol_merge_storage/input_models/Mistral-7B-v0.1_8133861

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