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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 ./storage2/input_models/Mistral-7B-v0.1_8133861 as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* ./storage2/input_models/WizardMath-7B-V1.1_2027605156
+* ./storage2/input_models/Abel-7B-002_121690448
+* ./storage2/input_models/shisa-gamma-7b-v1_4025154171
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+base_model: ./storage2/input_models/Mistral-7B-v0.1_8133861
+dtype: bfloat16
+merge_method: dare_ties
+parameters:
+  int8_mask: 1.0
+  normalize: 1.0
+slices:
+- sources:
+  - layer_range: [0, 8]
+    model: ./storage2/input_models/shisa-gamma-7b-v1_4025154171
+    parameters:
+      density: 0.6699910985974532
+      weight: 0.13529360500839205
+  - layer_range: [0, 8]
+    model: ./storage2/input_models/WizardMath-7B-V1.1_2027605156
+    parameters:
+      density: 0.8652557087160213
+      weight: 0.6985440552740758
+  - layer_range: [0, 8]
+    model: ./storage2/input_models/Abel-7B-002_121690448
+    parameters:
+      density: 0.4323464491414452
+      weight: 0.8179823325064868
+  - layer_range: [0, 8]
+    model: ./storage2/input_models/Mistral-7B-v0.1_8133861
+- sources:
+  - layer_range: [8, 16]
+    model: ./storage2/input_models/shisa-gamma-7b-v1_4025154171
+    parameters:
+      density: 1.0
+      weight: 0.03216719764341956
+  - layer_range: [8, 16]
+    model: ./storage2/input_models/WizardMath-7B-V1.1_2027605156
+    parameters:
+      density: 0.6967615831667242
+      weight: 0.8043194027622319
+  - layer_range: [8, 16]
+    model: ./storage2/input_models/Abel-7B-002_121690448
+    parameters:
+      density: 0.7897142847167249
+      weight: 0.09233872355906134
+  - layer_range: [8, 16]
+    model: ./storage2/input_models/Mistral-7B-v0.1_8133861
+- sources:
+  - layer_range: [16, 24]
+    model: ./storage2/input_models/shisa-gamma-7b-v1_4025154171
+    parameters:
+      density: 1.0
+      weight: 0.6740405166949244
+  - layer_range: [16, 24]
+    model: ./storage2/input_models/WizardMath-7B-V1.1_2027605156
+    parameters:
+      density: 0.5417954561416459
+      weight: 0.308476065247547
+  - layer_range: [16, 24]
+    model: ./storage2/input_models/Abel-7B-002_121690448
+    parameters:
+      density: 0.7841601014052402
+      weight: 0.02993327454595157
+  - layer_range: [16, 24]
+    model: ./storage2/input_models/Mistral-7B-v0.1_8133861
+- sources:
+  - layer_range: [24, 32]
+    model: ./storage2/input_models/shisa-gamma-7b-v1_4025154171
+    parameters:
+      density: 0.5892764365325144
+      weight: 0.7288214753840682
+  - layer_range: [24, 32]
+    model: ./storage2/input_models/WizardMath-7B-V1.1_2027605156
+    parameters:
+      density: 0.8133101423312465
+      weight: 0.06233401147902682
+  - layer_range: [24, 32]
+    model: ./storage2/input_models/Abel-7B-002_121690448
+    parameters:
+      density: 0.9351019303077212
+      weight: 0.008694459163933368
+  - layer_range: [24, 32]
+    model: ./storage2/input_models/Mistral-7B-v0.1_8133861
+```

config.json

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+{
+  "_name_or_path": "./storage2/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": "4.41.2",
+  "use_cache": true,
+  "vocab_size": 32000
+}

mergekit_config.yml

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+base_model: ./storage2/input_models/Mistral-7B-v0.1_8133861
+dtype: bfloat16
+merge_method: dare_ties
+parameters:
+  int8_mask: 1.0
+  normalize: 1.0
+slices:
+- sources:
+  - layer_range: [0, 8]
+    model: ./storage2/input_models/shisa-gamma-7b-v1_4025154171
+    parameters:
+      density: 0.6699910985974532
+      weight: 0.13529360500839205
+  - layer_range: [0, 8]
+    model: ./storage2/input_models/WizardMath-7B-V1.1_2027605156
+    parameters:
+      density: 0.8652557087160213
+      weight: 0.6985440552740758
+  - layer_range: [0, 8]
+    model: ./storage2/input_models/Abel-7B-002_121690448
+    parameters:
+      density: 0.4323464491414452
+      weight: 0.8179823325064868
+  - layer_range: [0, 8]
+    model: ./storage2/input_models/Mistral-7B-v0.1_8133861
+- sources:
+  - layer_range: [8, 16]
+    model: ./storage2/input_models/shisa-gamma-7b-v1_4025154171
+    parameters:
+      density: 1.0
+      weight: 0.03216719764341956
+  - layer_range: [8, 16]
+    model: ./storage2/input_models/WizardMath-7B-V1.1_2027605156
+    parameters:
+      density: 0.6967615831667242
+      weight: 0.8043194027622319
+  - layer_range: [8, 16]
+    model: ./storage2/input_models/Abel-7B-002_121690448
+    parameters:
+      density: 0.7897142847167249
+      weight: 0.09233872355906134
+  - layer_range: [8, 16]
+    model: ./storage2/input_models/Mistral-7B-v0.1_8133861
+- sources:
+  - layer_range: [16, 24]
+    model: ./storage2/input_models/shisa-gamma-7b-v1_4025154171
+    parameters:
+      density: 1.0
+      weight: 0.6740405166949244
+  - layer_range: [16, 24]
+    model: ./storage2/input_models/WizardMath-7B-V1.1_2027605156
+    parameters:
+      density: 0.5417954561416459
+      weight: 0.308476065247547
+  - layer_range: [16, 24]
+    model: ./storage2/input_models/Abel-7B-002_121690448
+    parameters:
+      density: 0.7841601014052402
+      weight: 0.02993327454595157
+  - layer_range: [16, 24]
+    model: ./storage2/input_models/Mistral-7B-v0.1_8133861
+- sources:
+  - layer_range: [24, 32]
+    model: ./storage2/input_models/shisa-gamma-7b-v1_4025154171
+    parameters:
+      density: 0.5892764365325144
+      weight: 0.7288214753840682
+  - layer_range: [24, 32]
+    model: ./storage2/input_models/WizardMath-7B-V1.1_2027605156
+    parameters:
+      density: 0.8133101423312465
+      weight: 0.06233401147902682
+  - layer_range: [24, 32]
+    model: ./storage2/input_models/Abel-7B-002_121690448
+    parameters:
+      density: 0.9351019303077212
+      weight: 0.008694459163933368
+  - layer_range: [24, 32]
+    model: ./storage2/input_models/Mistral-7B-v0.1_8133861

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