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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 [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using ../evol_merge_storage/input_models/Swallow-MS-7b-v0.1_259979065 as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* ../evol_merge_storage/input_models/Starling-LM-7B-beta_581094980
+* ../evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+base_model: ../evol_merge_storage/input_models/Swallow-MS-7b-v0.1_259979065
+dtype: bfloat16
+merge_method: dare_ties
+parameters:
+  int8_mask: 1.0
+  normalize: 1.0
+slices:
+- sources:
+  - layer_range: [0, 4]
+    model: ../evol_merge_storage/input_models/Swallow-MS-7b-v0.1_259979065
+    parameters:
+      density: 1.0
+      weight: 0.20736632024943663
+  - layer_range: [0, 4]
+    model: ../evol_merge_storage/input_models/Starling-LM-7B-beta_581094980
+    parameters:
+      density: 1.0
+      weight: 0.2876973518761861
+  - layer_range: [0, 4]
+    model: ../evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      density: 1.0
+      weight: 0.39790911189850287
+- sources:
+  - layer_range: [4, 8]
+    model: ../evol_merge_storage/input_models/Swallow-MS-7b-v0.1_259979065
+    parameters:
+      density: 1.0
+      weight: 0.3259754595200053
+  - layer_range: [4, 8]
+    model: ../evol_merge_storage/input_models/Starling-LM-7B-beta_581094980
+    parameters:
+      density: 1.0
+      weight: 0.36312222325553534
+  - layer_range: [4, 8]
+    model: ../evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      density: 0.8606873476749896
+      weight: 0.13151678264284256
+- sources:
+  - layer_range: [8, 12]
+    model: ../evol_merge_storage/input_models/Swallow-MS-7b-v0.1_259979065
+    parameters:
+      density: 1.0
+      weight: 0.16690975724594306
+  - layer_range: [8, 12]
+    model: ../evol_merge_storage/input_models/Starling-LM-7B-beta_581094980
+    parameters:
+      density: 0.8737746997323794
+      weight: 0.5267457266976868
+  - layer_range: [8, 12]
+    model: ../evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      density: 1.0
+      weight: 0.37203078821341173
+- sources:
+  - layer_range: [12, 16]
+    model: ../evol_merge_storage/input_models/Swallow-MS-7b-v0.1_259979065
+    parameters:
+      density: 0.9041657657943898
+      weight: 0.411866096762198
+  - layer_range: [12, 16]
+    model: ../evol_merge_storage/input_models/Starling-LM-7B-beta_581094980
+    parameters:
+      density: 0.8768235480939731
+      weight: 0.24309153870225503
+  - layer_range: [12, 16]
+    model: ../evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      density: 1.0
+      weight: 0.40805997159088514
+- sources:
+  - layer_range: [16, 20]
+    model: ../evol_merge_storage/input_models/Swallow-MS-7b-v0.1_259979065
+    parameters:
+      density: 1.0
+      weight: 0.20153807161142293
+  - layer_range: [16, 20]
+    model: ../evol_merge_storage/input_models/Starling-LM-7B-beta_581094980
+    parameters:
+      density: 1.0
+      weight: 0.2651496946837373
+  - layer_range: [16, 20]
+    model: ../evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      density: 0.881089793974409
+      weight: 0.018551645245409754
+- sources:
+  - layer_range: [20, 24]
+    model: ../evol_merge_storage/input_models/Swallow-MS-7b-v0.1_259979065
+    parameters:
+      density: 1.0
+      weight: 0.05396099731564888
+  - layer_range: [20, 24]
+    model: ../evol_merge_storage/input_models/Starling-LM-7B-beta_581094980
+    parameters:
+      density: 1.0
+      weight: 0.2544355076223701
+  - layer_range: [20, 24]
+    model: ../evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      density: 1.0
+      weight: 0.17428773365086464
+- sources:
+  - layer_range: [24, 28]
+    model: ../evol_merge_storage/input_models/Swallow-MS-7b-v0.1_259979065
+    parameters:
+      density: 0.9948454730348346
+      weight: 0.13561950438761128
+  - layer_range: [24, 28]
+    model: ../evol_merge_storage/input_models/Starling-LM-7B-beta_581094980
+    parameters:
+      density: 0.9012771361348846
+      weight: 0.21474768477949524
+  - layer_range: [24, 28]
+    model: ../evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      density: 0.5686565104560466
+      weight: 0.5862075607169237
+- sources:
+  - layer_range: [28, 32]
+    model: ../evol_merge_storage/input_models/Swallow-MS-7b-v0.1_259979065
+    parameters:
+      density: 0.7293804704051091
+      weight: 0.5832263789977623
+  - layer_range: [28, 32]
+    model: ../evol_merge_storage/input_models/Starling-LM-7B-beta_581094980
+    parameters:
+      density: 1.0
+      weight: 0.25251733788362796
+  - layer_range: [28, 32]
+    model: ../evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      density: 1.0
+      weight: 0.7295319486730514
+tokenizer_source: base
+```

config.json

@@ -0,0 +1,26 @@
+{
+  "_name_or_path": "../evol_merge_storage/input_models/Swallow-MS-7b-v0.1_259979065",
+  "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": 4096,
+  "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": "4.40.0",
+  "use_cache": true,
+  "vocab_size": 42800
+}

mergekit_config.yml

@@ -0,0 +1,136 @@
+base_model: ../evol_merge_storage/input_models/Swallow-MS-7b-v0.1_259979065
+dtype: bfloat16
+merge_method: dare_ties
+parameters:
+  int8_mask: 1.0
+  normalize: 1.0
+slices:
+- sources:
+  - layer_range: [0, 4]
+    model: ../evol_merge_storage/input_models/Swallow-MS-7b-v0.1_259979065
+    parameters:
+      density: 1.0
+      weight: 0.20736632024943663
+  - layer_range: [0, 4]
+    model: ../evol_merge_storage/input_models/Starling-LM-7B-beta_581094980
+    parameters:
+      density: 1.0
+      weight: 0.2876973518761861
+  - layer_range: [0, 4]
+    model: ../evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      density: 1.0
+      weight: 0.39790911189850287
+- sources:
+  - layer_range: [4, 8]
+    model: ../evol_merge_storage/input_models/Swallow-MS-7b-v0.1_259979065
+    parameters:
+      density: 1.0
+      weight: 0.3259754595200053
+  - layer_range: [4, 8]
+    model: ../evol_merge_storage/input_models/Starling-LM-7B-beta_581094980
+    parameters:
+      density: 1.0
+      weight: 0.36312222325553534
+  - layer_range: [4, 8]
+    model: ../evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      density: 0.8606873476749896
+      weight: 0.13151678264284256
+- sources:
+  - layer_range: [8, 12]
+    model: ../evol_merge_storage/input_models/Swallow-MS-7b-v0.1_259979065
+    parameters:
+      density: 1.0
+      weight: 0.16690975724594306
+  - layer_range: [8, 12]
+    model: ../evol_merge_storage/input_models/Starling-LM-7B-beta_581094980
+    parameters:
+      density: 0.8737746997323794
+      weight: 0.5267457266976868
+  - layer_range: [8, 12]
+    model: ../evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      density: 1.0
+      weight: 0.37203078821341173
+- sources:
+  - layer_range: [12, 16]
+    model: ../evol_merge_storage/input_models/Swallow-MS-7b-v0.1_259979065
+    parameters:
+      density: 0.9041657657943898
+      weight: 0.411866096762198
+  - layer_range: [12, 16]
+    model: ../evol_merge_storage/input_models/Starling-LM-7B-beta_581094980
+    parameters:
+      density: 0.8768235480939731
+      weight: 0.24309153870225503
+  - layer_range: [12, 16]
+    model: ../evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      density: 1.0
+      weight: 0.40805997159088514
+- sources:
+  - layer_range: [16, 20]
+    model: ../evol_merge_storage/input_models/Swallow-MS-7b-v0.1_259979065
+    parameters:
+      density: 1.0
+      weight: 0.20153807161142293
+  - layer_range: [16, 20]
+    model: ../evol_merge_storage/input_models/Starling-LM-7B-beta_581094980
+    parameters:
+      density: 1.0
+      weight: 0.2651496946837373
+  - layer_range: [16, 20]
+    model: ../evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      density: 0.881089793974409
+      weight: 0.018551645245409754
+- sources:
+  - layer_range: [20, 24]
+    model: ../evol_merge_storage/input_models/Swallow-MS-7b-v0.1_259979065
+    parameters:
+      density: 1.0
+      weight: 0.05396099731564888
+  - layer_range: [20, 24]
+    model: ../evol_merge_storage/input_models/Starling-LM-7B-beta_581094980
+    parameters:
+      density: 1.0
+      weight: 0.2544355076223701
+  - layer_range: [20, 24]
+    model: ../evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      density: 1.0
+      weight: 0.17428773365086464
+- sources:
+  - layer_range: [24, 28]
+    model: ../evol_merge_storage/input_models/Swallow-MS-7b-v0.1_259979065
+    parameters:
+      density: 0.9948454730348346
+      weight: 0.13561950438761128
+  - layer_range: [24, 28]
+    model: ../evol_merge_storage/input_models/Starling-LM-7B-beta_581094980
+    parameters:
+      density: 0.9012771361348846
+      weight: 0.21474768477949524
+  - layer_range: [24, 28]
+    model: ../evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      density: 0.5686565104560466
+      weight: 0.5862075607169237
+- sources:
+  - layer_range: [28, 32]
+    model: ../evol_merge_storage/input_models/Swallow-MS-7b-v0.1_259979065
+    parameters:
+      density: 0.7293804704051091
+      weight: 0.5832263789977623
+  - layer_range: [28, 32]
+    model: ../evol_merge_storage/input_models/Starling-LM-7B-beta_581094980
+    parameters:
+      density: 1.0
+      weight: 0.25251733788362796
+  - layer_range: [28, 32]
+    model: ../evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      density: 1.0
+      weight: 0.7295319486730514
+tokenizer_source: base

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+  "unk_token": "<unk>",
+  "use_default_system_prompt": false
+}