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README.md

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+---
+base_model:
+- nothingiisreal/MN-12B-Celeste-V1.9
+- Sao10K/MN-12B-Lyra-v1
+- NeverSleep/Lumimaid-v0.2-12B
+library_name: transformers
+tags:
+- mergekit
+- merge
+
+---
+# Carasique-v0.2
+
+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 della merge method using Carasique-v0.1 as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* [nothingiisreal/MN-12B-Celeste-V1.9](https://huggingface.co/nothingiisreal/MN-12B-Celeste-V1.9)
+* [Sao10K/MN-12B-Lyra-v1](https://huggingface.co/Sao10K/MN-12B-Lyra-v1)
+* [NeverSleep/Lumimaid-v0.2-12B](https://huggingface.co/NeverSleep/Lumimaid-v0.2-12B)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+base_model: Carasique-v0.1
+parameters:
+  int8_mask: true
+  rescale: true
+  normalize: false
+merge_method: della
+dtype: bfloat16
+models:
+  - model: NeverSleep/Lumimaid-v0.2-12B
+    parameters:
+      density: [0.6, 0.4, 0.5, 0.4, 0.6]
+      epsilon: [0.15, 0.15, 0.25, 0.15, 0.15]
+      lambda: 0.85
+      weight: [0.01768, -0.01675, 0.01285, -0.01696, 0.01421]
+  - model: Sao10K/MN-12B-Lyra-v1
+    parameters:
+      density: [0.4, 0.5, 0.6, 0.4, 0.6, 0.5, 0.4]
+      epsilon: [0.15, 0.15, 0.25, 0.15, 0.15]
+      lambda: 0.85
+      weight: [0.6, 0.5, 0.4, 0.6, 0.4, 0.5, 0.6]
+  - model: nothingiisreal/MN-12B-Celeste-V1.9
+    parameters:
+      density: [0.45, 0.55, 0.45, 0.55, 0.45]
+      epsilon: [0.1, 0.1, 0.25, 0.1, 0.1]
+      lambda: 0.85
+      weight: [0.55, 0.45, 0.55, 0.45, 0.55]
+```

config.json

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+{
+  "_name_or_path": "Carasique-v0.1",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "head_dim": 128,
+  "hidden_act": "silu",
+  "hidden_size": 5120,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 1024000,
+  "model_type": "mistral",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 40,
+  "num_key_value_heads": 8,
+  "pad_token_id": 10,
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 1000000.0,
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.44.0",
+  "unsloth_version": "2024.8",
+  "use_cache": true,
+  "vocab_size": 131072
+}

mergekit_config.yml

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+base_model: Carasique-v0.1
+parameters:
+  int8_mask: true
+  rescale: true
+  normalize: false
+merge_method: della
+dtype: bfloat16
+models:
+  - model: NeverSleep/Lumimaid-v0.2-12B
+    parameters:
+      density: [0.6, 0.4, 0.5, 0.4, 0.6]
+      epsilon: [0.15, 0.15, 0.25, 0.15, 0.15]
+      lambda: 0.85
+      weight: [0.01768, -0.01675, 0.01285, -0.01696, 0.01421]
+  - model: Sao10K/MN-12B-Lyra-v1
+    parameters:
+      density: [0.4, 0.5, 0.6, 0.4, 0.6, 0.5, 0.4]
+      epsilon: [0.15, 0.15, 0.25, 0.15, 0.15]
+      lambda: 0.85
+      weight: [0.6, 0.5, 0.4, 0.6, 0.4, 0.5, 0.6]
+  - model: nothingiisreal/MN-12B-Celeste-V1.9
+    parameters:
+      density: [0.45, 0.55, 0.45, 0.55, 0.45]
+      epsilon: [0.1, 0.1, 0.25, 0.1, 0.1]
+      lambda: 0.85
+      weight: [0.55, 0.45, 0.55, 0.45, 0.55]

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