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README.md

@@ -1,3 +1,109 @@
----
-license: apache-2.0
----
+---
+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 /content/evol_merge_storage/input_models/NeuralBeagle14-7B_2368216670 as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* /content/evol_merge_storage/input_models/Mistral-7B-v0.1-flashback-v2_2000655885
+* /content/evol_merge_storage/input_models/Mistral-7B-Merge-14-v0.2_3453453312
+* /content/evol_merge_storage/input_models/Starling-LM-7B-beta_581094980
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+base_model: /content/evol_merge_storage/input_models/NeuralBeagle14-7B_2368216670
+dtype: bfloat16
+merge_method: dare_ties
+parameters:
+  int8_mask: 1.0
+  normalize: 1.0
+slices:
+- sources:
+  - layer_range: [0, 8]
+    model: /content/evol_merge_storage/input_models/Mistral-7B-v0.1-flashback-v2_2000655885
+    parameters:
+      density: 0.9063003498824225
+      weight: 0.2716275746104375
+  - layer_range: [0, 8]
+    model: /content/evol_merge_storage/input_models/Mistral-7B-Merge-14-v0.2_3453453312
+    parameters:
+      density: 0.8605347663753816
+      weight: 0.7040535407789865
+  - layer_range: [0, 8]
+    model: /content/evol_merge_storage/input_models/Starling-LM-7B-beta_581094980
+    parameters:
+      density: 1.0
+      weight: 0.29417107478605065
+  - layer_range: [0, 8]
+    model: /content/evol_merge_storage/input_models/NeuralBeagle14-7B_2368216670
+- sources:
+  - layer_range: [8, 16]
+    model: /content/evol_merge_storage/input_models/Mistral-7B-v0.1-flashback-v2_2000655885
+    parameters:
+      density: 0.9575970148743844
+      weight: 0.15956926996874868
+  - layer_range: [8, 16]
+    model: /content/evol_merge_storage/input_models/Mistral-7B-Merge-14-v0.2_3453453312
+    parameters:
+      density: 1.0
+      weight: 0.4071229613448434
+  - layer_range: [8, 16]
+    model: /content/evol_merge_storage/input_models/Starling-LM-7B-beta_581094980
+    parameters:
+      density: 1.0
+      weight: 0.29267434269480536
+  - layer_range: [8, 16]
+    model: /content/evol_merge_storage/input_models/NeuralBeagle14-7B_2368216670
+- sources:
+  - layer_range: [16, 24]
+    model: /content/evol_merge_storage/input_models/Mistral-7B-v0.1-flashback-v2_2000655885
+    parameters:
+      density: 0.853521244265145
+      weight: 0.7268702601235844
+  - layer_range: [16, 24]
+    model: /content/evol_merge_storage/input_models/Mistral-7B-Merge-14-v0.2_3453453312
+    parameters:
+      density: 1.0
+      weight: 0.3526854709444127
+  - layer_range: [16, 24]
+    model: /content/evol_merge_storage/input_models/Starling-LM-7B-beta_581094980
+    parameters:
+      density: 0.8904104909249966
+      weight: 0.565939501390856
+  - layer_range: [16, 24]
+    model: /content/evol_merge_storage/input_models/NeuralBeagle14-7B_2368216670
+- sources:
+  - layer_range: [24, 32]
+    model: /content/evol_merge_storage/input_models/Mistral-7B-v0.1-flashback-v2_2000655885
+    parameters:
+      density: 1.0
+      weight: 0.3075681562252658
+  - layer_range: [24, 32]
+    model: /content/evol_merge_storage/input_models/Mistral-7B-Merge-14-v0.2_3453453312
+    parameters:
+      density: 0.6564325638087776
+      weight: -0.24554943561719403
+  - layer_range: [24, 32]
+    model: /content/evol_merge_storage/input_models/Starling-LM-7B-beta_581094980
+    parameters:
+      density: 0.5678792182777617
+      weight: 0.218593901640624
+  - layer_range: [24, 32]
+    model: /content/evol_merge_storage/input_models/NeuralBeagle14-7B_2368216670
+```

config.json

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+{
+  "_name_or_path": "/content/evol_merge_storage/input_models/NeuralBeagle14-7B_2368216670",
+  "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": "4.41.1",
+  "use_cache": false,
+  "vocab_size": 32000
+}

mergekit_config.yml

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+base_model: /content/evol_merge_storage/input_models/NeuralBeagle14-7B_2368216670
+dtype: bfloat16
+merge_method: dare_ties
+parameters:
+  int8_mask: 1.0
+  normalize: 1.0
+slices:
+- sources:
+  - layer_range: [0, 8]
+    model: /content/evol_merge_storage/input_models/Mistral-7B-v0.1-flashback-v2_2000655885
+    parameters:
+      density: 0.9063003498824225
+      weight: 0.2716275746104375
+  - layer_range: [0, 8]
+    model: /content/evol_merge_storage/input_models/Mistral-7B-Merge-14-v0.2_3453453312
+    parameters:
+      density: 0.8605347663753816
+      weight: 0.7040535407789865
+  - layer_range: [0, 8]
+    model: /content/evol_merge_storage/input_models/Starling-LM-7B-beta_581094980
+    parameters:
+      density: 1.0
+      weight: 0.29417107478605065
+  - layer_range: [0, 8]
+    model: /content/evol_merge_storage/input_models/NeuralBeagle14-7B_2368216670
+- sources:
+  - layer_range: [8, 16]
+    model: /content/evol_merge_storage/input_models/Mistral-7B-v0.1-flashback-v2_2000655885
+    parameters:
+      density: 0.9575970148743844
+      weight: 0.15956926996874868
+  - layer_range: [8, 16]
+    model: /content/evol_merge_storage/input_models/Mistral-7B-Merge-14-v0.2_3453453312
+    parameters:
+      density: 1.0
+      weight: 0.4071229613448434
+  - layer_range: [8, 16]
+    model: /content/evol_merge_storage/input_models/Starling-LM-7B-beta_581094980
+    parameters:
+      density: 1.0
+      weight: 0.29267434269480536
+  - layer_range: [8, 16]
+    model: /content/evol_merge_storage/input_models/NeuralBeagle14-7B_2368216670
+- sources:
+  - layer_range: [16, 24]
+    model: /content/evol_merge_storage/input_models/Mistral-7B-v0.1-flashback-v2_2000655885
+    parameters:
+      density: 0.853521244265145
+      weight: 0.7268702601235844
+  - layer_range: [16, 24]
+    model: /content/evol_merge_storage/input_models/Mistral-7B-Merge-14-v0.2_3453453312
+    parameters:
+      density: 1.0
+      weight: 0.3526854709444127
+  - layer_range: [16, 24]
+    model: /content/evol_merge_storage/input_models/Starling-LM-7B-beta_581094980
+    parameters:
+      density: 0.8904104909249966
+      weight: 0.565939501390856
+  - layer_range: [16, 24]
+    model: /content/evol_merge_storage/input_models/NeuralBeagle14-7B_2368216670
+- sources:
+  - layer_range: [24, 32]
+    model: /content/evol_merge_storage/input_models/Mistral-7B-v0.1-flashback-v2_2000655885
+    parameters:
+      density: 1.0
+      weight: 0.3075681562252658
+  - layer_range: [24, 32]
+    model: /content/evol_merge_storage/input_models/Mistral-7B-Merge-14-v0.2_3453453312
+    parameters:
+      density: 0.6564325638087776
+      weight: -0.24554943561719403
+  - layer_range: [24, 32]
+    model: /content/evol_merge_storage/input_models/Starling-LM-7B-beta_581094980
+    parameters:
+      density: 0.5678792182777617
+      weight: 0.218593901640624
+  - layer_range: [24, 32]
+    model: /content/evol_merge_storage/input_models/NeuralBeagle14-7B_2368216670

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