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README.md

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+---
+base_model: []
+library_name: transformers
+tags:
+- mergekit
+- merge
+
+---
+# tmp
+
+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 ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087 as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* ./evol_merge_storage/input_models/RakutenAI-7B-chat_2028928689
+* ./evol_merge_storage/input_models/OpenMath-Mistral-7B-v0.1-hf_3930120330
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+base_model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+dtype: bfloat16
+merge_method: task_arithmetic
+parameters:
+  int8_mask: 1.0
+  normalize: 0.0
+slices:
+- sources:
+  - layer_range: [0, 4]
+    model: ./evol_merge_storage/input_models/RakutenAI-7B-chat_2028928689
+    parameters:
+      weight: 0.4520595057576112
+  - layer_range: [0, 4]
+    model: ./evol_merge_storage/input_models/OpenMath-Mistral-7B-v0.1-hf_3930120330
+    parameters:
+      weight: 0.1600776520249821
+  - layer_range: [0, 4]
+    model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      weight: 0.5490392773476699
+- sources:
+  - layer_range: [4, 8]
+    model: ./evol_merge_storage/input_models/RakutenAI-7B-chat_2028928689
+    parameters:
+      weight: 0.4227443099700199
+  - layer_range: [4, 8]
+    model: ./evol_merge_storage/input_models/OpenMath-Mistral-7B-v0.1-hf_3930120330
+    parameters:
+      weight: -0.30631262406307586
+  - layer_range: [4, 8]
+    model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      weight: 0.6904255251091812
+- sources:
+  - layer_range: [8, 12]
+    model: ./evol_merge_storage/input_models/RakutenAI-7B-chat_2028928689
+    parameters:
+      weight: 0.27934507955064164
+  - layer_range: [8, 12]
+    model: ./evol_merge_storage/input_models/OpenMath-Mistral-7B-v0.1-hf_3930120330
+    parameters:
+      weight: 0.13357572581279714
+  - layer_range: [8, 12]
+    model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      weight: 1.0878530319347262
+- sources:
+  - layer_range: [12, 16]
+    model: ./evol_merge_storage/input_models/RakutenAI-7B-chat_2028928689
+    parameters:
+      weight: 0.2797021800421193
+  - layer_range: [12, 16]
+    model: ./evol_merge_storage/input_models/OpenMath-Mistral-7B-v0.1-hf_3930120330
+    parameters:
+      weight: -0.20082135736432433
+  - layer_range: [12, 16]
+    model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      weight: 0.8701476132113257
+- sources:
+  - layer_range: [16, 20]
+    model: ./evol_merge_storage/input_models/RakutenAI-7B-chat_2028928689
+    parameters:
+      weight: 0.3344752410343695
+  - layer_range: [16, 20]
+    model: ./evol_merge_storage/input_models/OpenMath-Mistral-7B-v0.1-hf_3930120330
+    parameters:
+      weight: 0.4042316772497608
+  - layer_range: [16, 20]
+    model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      weight: 0.6927692531006349
+- sources:
+  - layer_range: [20, 24]
+    model: ./evol_merge_storage/input_models/RakutenAI-7B-chat_2028928689
+    parameters:
+      weight: -0.21516362235239625
+  - layer_range: [20, 24]
+    model: ./evol_merge_storage/input_models/OpenMath-Mistral-7B-v0.1-hf_3930120330
+    parameters:
+      weight: 0.24938519228176126
+  - layer_range: [20, 24]
+    model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      weight: -0.04429340576598181
+- sources:
+  - layer_range: [24, 28]
+    model: ./evol_merge_storage/input_models/RakutenAI-7B-chat_2028928689
+    parameters:
+      weight: 0.5010710670606616
+  - layer_range: [24, 28]
+    model: ./evol_merge_storage/input_models/OpenMath-Mistral-7B-v0.1-hf_3930120330
+    parameters:
+      weight: 0.7228729104891786
+  - layer_range: [24, 28]
+    model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      weight: 0.20859571492467427
+- sources:
+  - layer_range: [28, 32]
+    model: ./evol_merge_storage/input_models/RakutenAI-7B-chat_2028928689
+    parameters:
+      weight: 0.38158489002927837
+  - layer_range: [28, 32]
+    model: ./evol_merge_storage/input_models/OpenMath-Mistral-7B-v0.1-hf_3930120330
+    parameters:
+      weight: 0.3831129222059622
+  - layer_range: [28, 32]
+    model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      weight: 0.3132094789750319
+```

config.json

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+{
+  "_name_or_path": "./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087",
+  "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": 1000000.0,
+  "sliding_window": null,
+  "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: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+dtype: bfloat16
+merge_method: task_arithmetic
+parameters:
+  int8_mask: 1.0
+  normalize: 0.0
+slices:
+- sources:
+  - layer_range: [0, 4]
+    model: ./evol_merge_storage/input_models/RakutenAI-7B-chat_2028928689
+    parameters:
+      weight: 0.4520595057576112
+  - layer_range: [0, 4]
+    model: ./evol_merge_storage/input_models/OpenMath-Mistral-7B-v0.1-hf_3930120330
+    parameters:
+      weight: 0.1600776520249821
+  - layer_range: [0, 4]
+    model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      weight: 0.5490392773476699
+- sources:
+  - layer_range: [4, 8]
+    model: ./evol_merge_storage/input_models/RakutenAI-7B-chat_2028928689
+    parameters:
+      weight: 0.4227443099700199
+  - layer_range: [4, 8]
+    model: ./evol_merge_storage/input_models/OpenMath-Mistral-7B-v0.1-hf_3930120330
+    parameters:
+      weight: -0.30631262406307586
+  - layer_range: [4, 8]
+    model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      weight: 0.6904255251091812
+- sources:
+  - layer_range: [8, 12]
+    model: ./evol_merge_storage/input_models/RakutenAI-7B-chat_2028928689
+    parameters:
+      weight: 0.27934507955064164
+  - layer_range: [8, 12]
+    model: ./evol_merge_storage/input_models/OpenMath-Mistral-7B-v0.1-hf_3930120330
+    parameters:
+      weight: 0.13357572581279714
+  - layer_range: [8, 12]
+    model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      weight: 1.0878530319347262
+- sources:
+  - layer_range: [12, 16]
+    model: ./evol_merge_storage/input_models/RakutenAI-7B-chat_2028928689
+    parameters:
+      weight: 0.2797021800421193
+  - layer_range: [12, 16]
+    model: ./evol_merge_storage/input_models/OpenMath-Mistral-7B-v0.1-hf_3930120330
+    parameters:
+      weight: -0.20082135736432433
+  - layer_range: [12, 16]
+    model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      weight: 0.8701476132113257
+- sources:
+  - layer_range: [16, 20]
+    model: ./evol_merge_storage/input_models/RakutenAI-7B-chat_2028928689
+    parameters:
+      weight: 0.3344752410343695
+  - layer_range: [16, 20]
+    model: ./evol_merge_storage/input_models/OpenMath-Mistral-7B-v0.1-hf_3930120330
+    parameters:
+      weight: 0.4042316772497608
+  - layer_range: [16, 20]
+    model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      weight: 0.6927692531006349
+- sources:
+  - layer_range: [20, 24]
+    model: ./evol_merge_storage/input_models/RakutenAI-7B-chat_2028928689
+    parameters:
+      weight: -0.21516362235239625
+  - layer_range: [20, 24]
+    model: ./evol_merge_storage/input_models/OpenMath-Mistral-7B-v0.1-hf_3930120330
+    parameters:
+      weight: 0.24938519228176126
+  - layer_range: [20, 24]
+    model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      weight: -0.04429340576598181
+- sources:
+  - layer_range: [24, 28]
+    model: ./evol_merge_storage/input_models/RakutenAI-7B-chat_2028928689
+    parameters:
+      weight: 0.5010710670606616
+  - layer_range: [24, 28]
+    model: ./evol_merge_storage/input_models/OpenMath-Mistral-7B-v0.1-hf_3930120330
+    parameters:
+      weight: 0.7228729104891786
+  - layer_range: [24, 28]
+    model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      weight: 0.20859571492467427
+- sources:
+  - layer_range: [28, 32]
+    model: ./evol_merge_storage/input_models/RakutenAI-7B-chat_2028928689
+    parameters:
+      weight: 0.38158489002927837
+  - layer_range: [28, 32]
+    model: ./evol_merge_storage/input_models/OpenMath-Mistral-7B-v0.1-hf_3930120330
+    parameters:
+      weight: 0.3831129222059622
+  - layer_range: [28, 32]
+    model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      weight: 0.3132094789750319

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model.safetensors.index.json

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