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README.md

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+---
+base_model:
+- crestf411/MS-sunfall-v0.7.0
+- Kaoeiri/MS_a-coolyte-2409-22B
+- Envoid/Mistral-Small-NovusKyver
+- allura-org/MS-Meadowlark-22B
+- qingy2024/MwM-22B-Instruct
+- Gryphe/Pantheon-RP-1.6.2-22b-Small
+- Kaoeiri/MS_fujin-2409-22B
+- concedo/Beepo-22B
+- Saxo/Linkbricks-Horizon-AI-Japanese-Superb-V1-22B
+- Kaoeiri/MS-Inky-2409-22B
+- ArliAI/Mistral-Small-22B-ArliAI-RPMax-v1.1
+- invisietch/MiS-Firefly-v0.2-22B
+- Kaoeiri/MS_Moingooistral-2409-22B
+- spow12/ChatWaifu_v2.0_22B
+- unsloth/Mistral-Small-Instruct-2409
+- DigitalSouls/BlackSheep-DigitalSoul-22B
+- Darkknight535/MS-Moonlight-22B-v3
+- Kaoeiri/MS_dampf-2409-22B
+- Kaoeiri/MS-Magpantheonsel-lark-v4x1.6.2RP-Cydonia-vXXX-22B-8
+- InferenceIllusionist/SorcererLM-22B
+library_name: transformers
+tags:
+- mergekit
+- merge
+
+---
+# 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 [unsloth/Mistral-Small-Instruct-2409](https://huggingface.co/unsloth/Mistral-Small-Instruct-2409) as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* [crestf411/MS-sunfall-v0.7.0](https://huggingface.co/crestf411/MS-sunfall-v0.7.0)
+* [Kaoeiri/MS_a-coolyte-2409-22B](https://huggingface.co/Kaoeiri/MS_a-coolyte-2409-22B)
+* [Envoid/Mistral-Small-NovusKyver](https://huggingface.co/Envoid/Mistral-Small-NovusKyver)
+* [allura-org/MS-Meadowlark-22B](https://huggingface.co/allura-org/MS-Meadowlark-22B)
+* [qingy2024/MwM-22B-Instruct](https://huggingface.co/qingy2024/MwM-22B-Instruct)
+* [Gryphe/Pantheon-RP-1.6.2-22b-Small](https://huggingface.co/Gryphe/Pantheon-RP-1.6.2-22b-Small)
+* [Kaoeiri/MS_fujin-2409-22B](https://huggingface.co/Kaoeiri/MS_fujin-2409-22B)
+* [concedo/Beepo-22B](https://huggingface.co/concedo/Beepo-22B)
+* [Saxo/Linkbricks-Horizon-AI-Japanese-Superb-V1-22B](https://huggingface.co/Saxo/Linkbricks-Horizon-AI-Japanese-Superb-V1-22B)
+* [Kaoeiri/MS-Inky-2409-22B](https://huggingface.co/Kaoeiri/MS-Inky-2409-22B)
+* [ArliAI/Mistral-Small-22B-ArliAI-RPMax-v1.1](https://huggingface.co/ArliAI/Mistral-Small-22B-ArliAI-RPMax-v1.1)
+* [invisietch/MiS-Firefly-v0.2-22B](https://huggingface.co/invisietch/MiS-Firefly-v0.2-22B)
+* [Kaoeiri/MS_Moingooistral-2409-22B](https://huggingface.co/Kaoeiri/MS_Moingooistral-2409-22B)
+* [spow12/ChatWaifu_v2.0_22B](https://huggingface.co/spow12/ChatWaifu_v2.0_22B)
+* [DigitalSouls/BlackSheep-DigitalSoul-22B](https://huggingface.co/DigitalSouls/BlackSheep-DigitalSoul-22B)
+* [Darkknight535/MS-Moonlight-22B-v3](https://huggingface.co/Darkknight535/MS-Moonlight-22B-v3)
+* [Kaoeiri/MS_dampf-2409-22B](https://huggingface.co/Kaoeiri/MS_dampf-2409-22B)
+* [Kaoeiri/MS-Magpantheonsel-lark-v4x1.6.2RP-Cydonia-vXXX-22B-8](https://huggingface.co/Kaoeiri/MS-Magpantheonsel-lark-v4x1.6.2RP-Cydonia-vXXX-22B-8)
+* [InferenceIllusionist/SorcererLM-22B](https://huggingface.co/InferenceIllusionist/SorcererLM-22B)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+models:
+  # Normalized weights applied to each model
+  - model: Kaoeiri/MS_Moingooistral-2409-22B
+    parameters:
+      weight: 0.02865
+      density: 0.72
+  - model: Kaoeiri/MS-Magpantheonsel-lark-v4x1.6.2RP-Cydonia-vXXX-22B-8
+    parameters:
+      weight: 0.20627
+      density: 0.80
+  - model: Kaoeiri/MS-Inky-2409-22B
+    parameters:
+      weight: 0.06877
+      density: 0.70
+  - model: Gryphe/Pantheon-RP-1.6.2-22b-Small
+    parameters:
+      weight: 0.09169
+      density: 0.76
+  - model: DigitalSouls/BlackSheep-DigitalSoul-22B
+    parameters:
+      weight: 0.03438
+      density: 0.68
+  - model: InferenceIllusionist/SorcererLM-22B
+    parameters:
+      weight: 0.02865
+      density: 0.70
+  - model: Envoid/Mistral-Small-NovusKyver
+    parameters:
+      weight: 0.02292
+      density: 0.70
+  - model: concedo/Beepo-22B
+    parameters:
+      weight: 0.10029
+      density: 0.78
+  - model: crestf411/MS-sunfall-v0.7.0
+    parameters:
+      weight: 0.04011
+      density: 0.68
+  - model: Kaoeiri/MS_a-coolyte-2409-22B
+    parameters:
+      weight: 0.02865
+      density: 0.65
+  - model: invisietch/MiS-Firefly-v0.2-22B
+    parameters:
+      weight: 0.03438
+      density: 0.68
+  - model: Kaoeiri/MS_fujin-2409-22B
+    parameters:
+      weight: 0.02292
+      density: 0.62
+  - model: Kaoeiri/MS_dampf-2409-22B
+    parameters:
+      weight: 0.02865
+      density: 0.62
+  - model: qingy2024/MwM-22B-Instruct
+    parameters:
+      weight: 0.05158
+      density: 0.72
+  - model: ArliAI/Mistral-Small-22B-ArliAI-RPMax-v1.1
+    parameters:
+      weight: 0.03438
+      density: 0.65
+  - model: Darkknight535/MS-Moonlight-22B-v3
+    parameters:
+      weight: 0.02865
+      density: 0.65
+  - model: allura-org/MS-Meadowlark-22B
+    parameters:
+      weight: 0.04582
+      density: 0.70
+  - model: Saxo/Linkbricks-Horizon-AI-Japanese-Superb-V1-22B
+    parameters:
+      weight: 0.04582
+      density: 0.62
+  - model: spow12/ChatWaifu_v2.0_22B
+    parameters:
+      weight: 0.05702
+      density: 0.65
+
+merge_method: dare_ties
+base_model: unsloth/Mistral-Small-Instruct-2409
+parameters:
+  density: 0.95
+  epsilon: 0.12
+  lambda: 1.22
+dtype: bfloat16
+```

config.json

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+{
+  "_name_or_path": "unsloth/Mistral-Small-Instruct-2409",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "head_dim": 128,
+  "hidden_act": "silu",
+  "hidden_size": 6144,
+  "initializer_range": 0.02,
+  "intermediate_size": 16384,
+  "max_position_embeddings": 131072,
+  "model_type": "mistral",
+  "num_attention_heads": 48,
+  "num_hidden_layers": 56,
+  "num_key_value_heads": 8,
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 1000000.0,
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.46.2",
+  "use_cache": true,
+  "vocab_size": 32768
+}

mergekit_config.yml

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+models:
+  # Normalized weights applied to each model
+  - model: Kaoeiri/MS_Moingooistral-2409-22B
+    parameters:
+      weight: 0.02865
+      density: 0.72
+  - model: Kaoeiri/MS-Magpantheonsel-lark-v4x1.6.2RP-Cydonia-vXXX-22B-8
+    parameters:
+      weight: 0.20627
+      density: 0.80
+  - model: Kaoeiri/MS-Inky-2409-22B
+    parameters:
+      weight: 0.06877
+      density: 0.70
+  - model: Gryphe/Pantheon-RP-1.6.2-22b-Small
+    parameters:
+      weight: 0.09169
+      density: 0.76
+  - model: DigitalSouls/BlackSheep-DigitalSoul-22B
+    parameters:
+      weight: 0.03438
+      density: 0.68
+  - model: InferenceIllusionist/SorcererLM-22B
+    parameters:
+      weight: 0.02865
+      density: 0.70
+  - model: Envoid/Mistral-Small-NovusKyver
+    parameters:
+      weight: 0.02292
+      density: 0.70
+  - model: concedo/Beepo-22B
+    parameters:
+      weight: 0.10029
+      density: 0.78
+  - model: crestf411/MS-sunfall-v0.7.0
+    parameters:
+      weight: 0.04011
+      density: 0.68
+  - model: Kaoeiri/MS_a-coolyte-2409-22B
+    parameters:
+      weight: 0.02865
+      density: 0.65
+  - model: invisietch/MiS-Firefly-v0.2-22B
+    parameters:
+      weight: 0.03438
+      density: 0.68
+  - model: Kaoeiri/MS_fujin-2409-22B
+    parameters:
+      weight: 0.02292
+      density: 0.62
+  - model: Kaoeiri/MS_dampf-2409-22B
+    parameters:
+      weight: 0.02865
+      density: 0.62
+  - model: qingy2024/MwM-22B-Instruct
+    parameters:
+      weight: 0.05158
+      density: 0.72
+  - model: ArliAI/Mistral-Small-22B-ArliAI-RPMax-v1.1
+    parameters:
+      weight: 0.03438
+      density: 0.65
+  - model: Darkknight535/MS-Moonlight-22B-v3
+    parameters:
+      weight: 0.02865
+      density: 0.65
+  - model: allura-org/MS-Meadowlark-22B
+    parameters:
+      weight: 0.04582
+      density: 0.70
+  - model: Saxo/Linkbricks-Horizon-AI-Japanese-Superb-V1-22B
+    parameters:
+      weight: 0.04582
+      density: 0.62
+  - model: spow12/ChatWaifu_v2.0_22B
+    parameters:
+      weight: 0.05702
+      density: 0.65
+
+merge_method: dare_ties
+base_model: unsloth/Mistral-Small-Instruct-2409
+parameters:
+  density: 0.95
+  epsilon: 0.12
+  lambda: 1.22
+dtype: bfloat16

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