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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/RakutenAI-7B-instruct_2471054042 as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+* ./evol_merge_storage/input_models/Mistral-7B-v0.1-coder-sql-en-v0.1_3262149936
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+base_model: ./evol_merge_storage/input_models/RakutenAI-7B-instruct_2471054042
+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-instruct_2471054042
+    parameters:
+      weight: 1.4789314607153292
+  - layer_range: [0, 4]
+    model: ./evol_merge_storage/input_models/Mistral-7B-v0.1-coder-sql-en-v0.1_3262149936
+    parameters:
+      weight: -0.07832427503458578
+  - layer_range: [0, 4]
+    model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      weight: 0.13007468603078542
+- sources:
+  - layer_range: [4, 8]
+    model: ./evol_merge_storage/input_models/RakutenAI-7B-instruct_2471054042
+    parameters:
+      weight: 0.4483365644314186
+  - layer_range: [4, 8]
+    model: ./evol_merge_storage/input_models/Mistral-7B-v0.1-coder-sql-en-v0.1_3262149936
+    parameters:
+      weight: 0.16093134122246358
+  - layer_range: [4, 8]
+    model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      weight: -0.1488430200266594
+- sources:
+  - layer_range: [8, 12]
+    model: ./evol_merge_storage/input_models/RakutenAI-7B-instruct_2471054042
+    parameters:
+      weight: -0.269727274803052
+  - layer_range: [8, 12]
+    model: ./evol_merge_storage/input_models/Mistral-7B-v0.1-coder-sql-en-v0.1_3262149936
+    parameters:
+      weight: -0.3755435960674383
+  - layer_range: [8, 12]
+    model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      weight: -0.2516657269635488
+- sources:
+  - layer_range: [12, 16]
+    model: ./evol_merge_storage/input_models/RakutenAI-7B-instruct_2471054042
+    parameters:
+      weight: 1.0256352345282738
+  - layer_range: [12, 16]
+    model: ./evol_merge_storage/input_models/Mistral-7B-v0.1-coder-sql-en-v0.1_3262149936
+    parameters:
+      weight: 0.09650999485083946
+  - layer_range: [12, 16]
+    model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      weight: 0.1027707396989868
+- sources:
+  - layer_range: [16, 20]
+    model: ./evol_merge_storage/input_models/RakutenAI-7B-instruct_2471054042
+    parameters:
+      weight: 0.48894736524264926
+  - layer_range: [16, 20]
+    model: ./evol_merge_storage/input_models/Mistral-7B-v0.1-coder-sql-en-v0.1_3262149936
+    parameters:
+      weight: 0.2781634870717354
+  - layer_range: [16, 20]
+    model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      weight: 0.36692173901259717
+- sources:
+  - layer_range: [20, 24]
+    model: ./evol_merge_storage/input_models/RakutenAI-7B-instruct_2471054042
+    parameters:
+      weight: -0.8662869061036966
+  - layer_range: [20, 24]
+    model: ./evol_merge_storage/input_models/Mistral-7B-v0.1-coder-sql-en-v0.1_3262149936
+    parameters:
+      weight: 0.31966012442261516
+  - layer_range: [20, 24]
+    model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      weight: 0.279482404393017
+- sources:
+  - layer_range: [24, 28]
+    model: ./evol_merge_storage/input_models/RakutenAI-7B-instruct_2471054042
+    parameters:
+      weight: -0.392804806487449
+  - layer_range: [24, 28]
+    model: ./evol_merge_storage/input_models/Mistral-7B-v0.1-coder-sql-en-v0.1_3262149936
+    parameters:
+      weight: 0.16459417480133676
+  - layer_range: [24, 28]
+    model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      weight: 0.3896145044637547
+- sources:
+  - layer_range: [28, 32]
+    model: ./evol_merge_storage/input_models/RakutenAI-7B-instruct_2471054042
+    parameters:
+      weight: 1.4221277582195517
+  - layer_range: [28, 32]
+    model: ./evol_merge_storage/input_models/Mistral-7B-v0.1-coder-sql-en-v0.1_3262149936
+    parameters:
+      weight: 0.8487897976056422
+  - layer_range: [28, 32]
+    model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      weight: -0.3464180330027282
+tokenizer_source: base
+```

config.json

@@ -0,0 +1,27 @@
+{
+  "_name_or_path": "./evol_merge_storage/input_models/RakutenAI-7B-instruct_2471054042",
+  "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,
+  "use_transformers_inputs": true,
+  "vocab_size": 48000
+}

mergekit_config.yml

@@ -0,0 +1,112 @@
+base_model: ./evol_merge_storage/input_models/RakutenAI-7B-instruct_2471054042
+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-instruct_2471054042
+    parameters:
+      weight: 1.4789314607153292
+  - layer_range: [0, 4]
+    model: ./evol_merge_storage/input_models/Mistral-7B-v0.1-coder-sql-en-v0.1_3262149936
+    parameters:
+      weight: -0.07832427503458578
+  - layer_range: [0, 4]
+    model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      weight: 0.13007468603078542
+- sources:
+  - layer_range: [4, 8]
+    model: ./evol_merge_storage/input_models/RakutenAI-7B-instruct_2471054042
+    parameters:
+      weight: 0.4483365644314186
+  - layer_range: [4, 8]
+    model: ./evol_merge_storage/input_models/Mistral-7B-v0.1-coder-sql-en-v0.1_3262149936
+    parameters:
+      weight: 0.16093134122246358
+  - layer_range: [4, 8]
+    model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      weight: -0.1488430200266594
+- sources:
+  - layer_range: [8, 12]
+    model: ./evol_merge_storage/input_models/RakutenAI-7B-instruct_2471054042
+    parameters:
+      weight: -0.269727274803052
+  - layer_range: [8, 12]
+    model: ./evol_merge_storage/input_models/Mistral-7B-v0.1-coder-sql-en-v0.1_3262149936
+    parameters:
+      weight: -0.3755435960674383
+  - layer_range: [8, 12]
+    model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      weight: -0.2516657269635488
+- sources:
+  - layer_range: [12, 16]
+    model: ./evol_merge_storage/input_models/RakutenAI-7B-instruct_2471054042
+    parameters:
+      weight: 1.0256352345282738
+  - layer_range: [12, 16]
+    model: ./evol_merge_storage/input_models/Mistral-7B-v0.1-coder-sql-en-v0.1_3262149936
+    parameters:
+      weight: 0.09650999485083946
+  - layer_range: [12, 16]
+    model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      weight: 0.1027707396989868
+- sources:
+  - layer_range: [16, 20]
+    model: ./evol_merge_storage/input_models/RakutenAI-7B-instruct_2471054042
+    parameters:
+      weight: 0.48894736524264926
+  - layer_range: [16, 20]
+    model: ./evol_merge_storage/input_models/Mistral-7B-v0.1-coder-sql-en-v0.1_3262149936
+    parameters:
+      weight: 0.2781634870717354
+  - layer_range: [16, 20]
+    model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      weight: 0.36692173901259717
+- sources:
+  - layer_range: [20, 24]
+    model: ./evol_merge_storage/input_models/RakutenAI-7B-instruct_2471054042
+    parameters:
+      weight: -0.8662869061036966
+  - layer_range: [20, 24]
+    model: ./evol_merge_storage/input_models/Mistral-7B-v0.1-coder-sql-en-v0.1_3262149936
+    parameters:
+      weight: 0.31966012442261516
+  - layer_range: [20, 24]
+    model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      weight: 0.279482404393017
+- sources:
+  - layer_range: [24, 28]
+    model: ./evol_merge_storage/input_models/RakutenAI-7B-instruct_2471054042
+    parameters:
+      weight: -0.392804806487449
+  - layer_range: [24, 28]
+    model: ./evol_merge_storage/input_models/Mistral-7B-v0.1-coder-sql-en-v0.1_3262149936
+    parameters:
+      weight: 0.16459417480133676
+  - layer_range: [24, 28]
+    model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      weight: 0.3896145044637547
+- sources:
+  - layer_range: [28, 32]
+    model: ./evol_merge_storage/input_models/RakutenAI-7B-instruct_2471054042
+    parameters:
+      weight: 1.4221277582195517
+  - layer_range: [28, 32]
+    model: ./evol_merge_storage/input_models/Mistral-7B-v0.1-coder-sql-en-v0.1_3262149936
+    parameters:
+      weight: 0.8487897976056422
+  - layer_range: [28, 32]
+    model: ./evol_merge_storage/input_models/Mistral-7B-Instruct-v0.2_674785087
+    parameters:
+      weight: -0.3464180330027282
+tokenizer_source: base

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