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README.md

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+---
+base_model:
+- Aratako/Antler-7B-RP-v2
+- NTQAI/chatntq-ja-7b-v1.0
+- TFMC/Japanese-Starling-ChatV-7B
+library_name: transformers
+tags:
+- mergekit
+- merge
+
+---
+# japanese-chat-umievo-itr004-7b
+
+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 [linear](https://arxiv.org/abs/2203.05482) merge method.
+
+### Models Merged
+
+The following models were included in the merge:
+* [Aratako/Antler-7B-RP-v2](https://huggingface.co/Aratako/Antler-7B-RP-v2)
+* [NTQAI/chatntq-ja-7b-v1.0](https://huggingface.co/NTQAI/chatntq-ja-7b-v1.0)
+* [TFMC/Japanese-Starling-ChatV-7B](https://huggingface.co/TFMC/Japanese-Starling-ChatV-7B)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+dtype: bfloat16
+merge_method: linear
+parameters:
+  int8_mask: 1.0
+  normalize: 1.0
+slices:
+- sources:
+  - layer_range: [0, 4]
+    model: NTQAI/chatntq-ja-7b-v1.0
+    parameters:
+      weight: 0.3117821548077149
+  - layer_range: [0, 4]
+    model: TFMC/Japanese-Starling-ChatV-7B
+    parameters:
+      weight: 0.06622915649259134
+  - layer_range: [0, 4]
+    model: Aratako/Antler-7B-RP-v2
+    parameters:
+      weight: 0.1456932001643398
+- sources:
+  - layer_range: [4, 8]
+    model: NTQAI/chatntq-ja-7b-v1.0
+    parameters:
+      weight: 0.235386369865962
+  - layer_range: [4, 8]
+    model: TFMC/Japanese-Starling-ChatV-7B
+    parameters:
+      weight: 0.4897808973741158
+  - layer_range: [4, 8]
+    model: Aratako/Antler-7B-RP-v2
+    parameters:
+      weight: -0.13610409063514917
+- sources:
+  - layer_range: [8, 12]
+    model: NTQAI/chatntq-ja-7b-v1.0
+    parameters:
+      weight: -0.02904316547026939
+  - layer_range: [8, 12]
+    model: TFMC/Japanese-Starling-ChatV-7B
+    parameters:
+      weight: 0.27984511027305725
+  - layer_range: [8, 12]
+    model: Aratako/Antler-7B-RP-v2
+    parameters:
+      weight: 0.17613114842003957
+- sources:
+  - layer_range: [12, 16]
+    model: NTQAI/chatntq-ja-7b-v1.0
+    parameters:
+      weight: 0.30708851106133633
+  - layer_range: [12, 16]
+    model: TFMC/Japanese-Starling-ChatV-7B
+    parameters:
+      weight: 0.633483361515513
+  - layer_range: [12, 16]
+    model: Aratako/Antler-7B-RP-v2
+    parameters:
+      weight: 0.23184742233331504
+- sources:
+  - layer_range: [16, 20]
+    model: NTQAI/chatntq-ja-7b-v1.0
+    parameters:
+      weight: 0.4261576863911635
+  - layer_range: [16, 20]
+    model: TFMC/Japanese-Starling-ChatV-7B
+    parameters:
+      weight: 0.448790034700236
+  - layer_range: [16, 20]
+    model: Aratako/Antler-7B-RP-v2
+    parameters:
+      weight: 0.908083073839566
+- sources:
+  - layer_range: [20, 24]
+    model: NTQAI/chatntq-ja-7b-v1.0
+    parameters:
+      weight: 0.49909163132229717
+  - layer_range: [20, 24]
+    model: TFMC/Japanese-Starling-ChatV-7B
+    parameters:
+      weight: 0.46200102252131314
+  - layer_range: [20, 24]
+    model: Aratako/Antler-7B-RP-v2
+    parameters:
+      weight: 0.3537781762598641
+- sources:
+  - layer_range: [24, 28]
+    model: NTQAI/chatntq-ja-7b-v1.0
+    parameters:
+      weight: 0.3053835052195379
+  - layer_range: [24, 28]
+    model: TFMC/Japanese-Starling-ChatV-7B
+    parameters:
+      weight: 0.554162215544036
+  - layer_range: [24, 28]
+    model: Aratako/Antler-7B-RP-v2
+    parameters:
+      weight: 0.3526529317468468
+- sources:
+  - layer_range: [28, 32]
+    model: NTQAI/chatntq-ja-7b-v1.0
+    parameters:
+      weight: 0.458122927784649
+  - layer_range: [28, 32]
+    model: TFMC/Japanese-Starling-ChatV-7B
+    parameters:
+      weight: -0.20730388433466773
+  - layer_range: [28, 32]
+    model: Aratako/Antler-7B-RP-v2
+    parameters:
+      weight: 0.5077362589077673
+```

config.json

@@ -0,0 +1,26 @@
+{
+  "_name_or_path": "Aratako/Antler-7B-RP-v2",
+  "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": 8192,
+  "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": "4.40.2",
+  "use_cache": true,
+  "vocab_size": 32000
+}

mergekit_config.yml

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+dtype: bfloat16
+merge_method: linear
+parameters:
+  int8_mask: 1.0
+  normalize: 1.0
+slices:
+- sources:
+  - layer_range: [0, 4]
+    model: NTQAI/chatntq-ja-7b-v1.0
+    parameters:
+      weight: 0.3117821548077149
+  - layer_range: [0, 4]
+    model: TFMC/Japanese-Starling-ChatV-7B
+    parameters:
+      weight: 0.06622915649259134
+  - layer_range: [0, 4]
+    model: Aratako/Antler-7B-RP-v2
+    parameters:
+      weight: 0.1456932001643398
+- sources:
+  - layer_range: [4, 8]
+    model: NTQAI/chatntq-ja-7b-v1.0
+    parameters:
+      weight: 0.235386369865962
+  - layer_range: [4, 8]
+    model: TFMC/Japanese-Starling-ChatV-7B
+    parameters:
+      weight: 0.4897808973741158
+  - layer_range: [4, 8]
+    model: Aratako/Antler-7B-RP-v2
+    parameters:
+      weight: -0.13610409063514917
+- sources:
+  - layer_range: [8, 12]
+    model: NTQAI/chatntq-ja-7b-v1.0
+    parameters:
+      weight: -0.02904316547026939
+  - layer_range: [8, 12]
+    model: TFMC/Japanese-Starling-ChatV-7B
+    parameters:
+      weight: 0.27984511027305725
+  - layer_range: [8, 12]
+    model: Aratako/Antler-7B-RP-v2
+    parameters:
+      weight: 0.17613114842003957
+- sources:
+  - layer_range: [12, 16]
+    model: NTQAI/chatntq-ja-7b-v1.0
+    parameters:
+      weight: 0.30708851106133633
+  - layer_range: [12, 16]
+    model: TFMC/Japanese-Starling-ChatV-7B
+    parameters:
+      weight: 0.633483361515513
+  - layer_range: [12, 16]
+    model: Aratako/Antler-7B-RP-v2
+    parameters:
+      weight: 0.23184742233331504
+- sources:
+  - layer_range: [16, 20]
+    model: NTQAI/chatntq-ja-7b-v1.0
+    parameters:
+      weight: 0.4261576863911635
+  - layer_range: [16, 20]
+    model: TFMC/Japanese-Starling-ChatV-7B
+    parameters:
+      weight: 0.448790034700236
+  - layer_range: [16, 20]
+    model: Aratako/Antler-7B-RP-v2
+    parameters:
+      weight: 0.908083073839566
+- sources:
+  - layer_range: [20, 24]
+    model: NTQAI/chatntq-ja-7b-v1.0
+    parameters:
+      weight: 0.49909163132229717
+  - layer_range: [20, 24]
+    model: TFMC/Japanese-Starling-ChatV-7B
+    parameters:
+      weight: 0.46200102252131314
+  - layer_range: [20, 24]
+    model: Aratako/Antler-7B-RP-v2
+    parameters:
+      weight: 0.3537781762598641
+- sources:
+  - layer_range: [24, 28]
+    model: NTQAI/chatntq-ja-7b-v1.0
+    parameters:
+      weight: 0.3053835052195379
+  - layer_range: [24, 28]
+    model: TFMC/Japanese-Starling-ChatV-7B
+    parameters:
+      weight: 0.554162215544036
+  - layer_range: [24, 28]
+    model: Aratako/Antler-7B-RP-v2
+    parameters:
+      weight: 0.3526529317468468
+- sources:
+  - layer_range: [28, 32]
+    model: NTQAI/chatntq-ja-7b-v1.0
+    parameters:
+      weight: 0.458122927784649
+  - layer_range: [28, 32]
+    model: TFMC/Japanese-Starling-ChatV-7B
+    parameters:
+      weight: -0.20730388433466773
+  - layer_range: [28, 32]
+    model: Aratako/Antler-7B-RP-v2
+    parameters:
+      weight: 0.5077362589077673

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