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README.md

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+---
+base_model:
+- TheDrummer/Cydonia-22B-v1.1
+- nbeerbower/Mistral-Small-Drummer-22B
+- gghfez/SeminalRP-22b
+- ArliAI/Mistral-Small-22B-ArliAI-RPMax-v1.1
+library_name: transformers
+tags:
+- mergekit
+- merge
+
+---
+# Karasik-22B-TEST
+
+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_linear merge method using [ArliAI/Mistral-Small-22B-ArliAI-RPMax-v1.1](https://huggingface.co/ArliAI/Mistral-Small-22B-ArliAI-RPMax-v1.1) as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* [TheDrummer/Cydonia-22B-v1.1](https://huggingface.co/TheDrummer/Cydonia-22B-v1.1)
+* [nbeerbower/Mistral-Small-Drummer-22B](https://huggingface.co/nbeerbower/Mistral-Small-Drummer-22B)
+* [gghfez/SeminalRP-22b](https://huggingface.co/gghfez/SeminalRP-22b)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+base_model: ArliAI/Mistral-Small-22B-ArliAI-RPMax-v1.1
+parameters:
+  epsilon: 0.04
+  lambda: 1.05
+  int8_mask: true
+  rescale: true
+  normalize: false
+dtype: bfloat16
+tokenizer_source: base
+merge_method: della_linear
+models:
+  - model: ArliAI/Mistral-Small-22B-ArliAI-RPMax-v1.1
+    parameters:
+      weight: [0.2, 0.3, 0.2, 0.3, 0.2]
+      density: [0.45, 0.55, 0.45, 0.55, 0.45]
+  - model: gghfez/SeminalRP-22b
+    parameters:
+      weight: [0.01768, -0.01675, 0.01285, -0.01696, 0.01421]
+      density: [0.6, 0.4, 0.5, 0.4, 0.6]
+  - model: TheDrummer/Cydonia-22B-v1.1
+    parameters:
+      weight: [0.208, 0.139, 0.139, 0.139, 0.208]
+      density: [0.7]
+  - model: nbeerbower/Mistral-Small-Drummer-22B
+    parameters:
+      weight: [0.33]
+      density: [0.45, 0.55, 0.45, 0.55, 0.45]
+```

config.json

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+{
+  "_name_or_path": "ArliAI/Mistral-Small-22B-ArliAI-RPMax-v1.1",
+  "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": 32768,
+  "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": "4.45.1",
+  "use_cache": false,
+  "vocab_size": 32768
+}

mergekit_config.yml

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+base_model: ArliAI/Mistral-Small-22B-ArliAI-RPMax-v1.1
+parameters:
+  epsilon: 0.04
+  lambda: 1.05
+  int8_mask: true
+  rescale: true
+  normalize: false
+dtype: bfloat16
+tokenizer_source: base
+merge_method: della_linear
+models:
+  - model: ArliAI/Mistral-Small-22B-ArliAI-RPMax-v1.1
+    parameters:
+      weight: [0.2, 0.3, 0.2, 0.3, 0.2]
+      density: [0.45, 0.55, 0.45, 0.55, 0.45]
+  - model: gghfez/SeminalRP-22b
+    parameters:
+      weight: [0.01768, -0.01675, 0.01285, -0.01696, 0.01421]
+      density: [0.6, 0.4, 0.5, 0.4, 0.6]
+  - model: TheDrummer/Cydonia-22B-v1.1
+    parameters:
+      weight: [0.208, 0.139, 0.139, 0.139, 0.208]
+      density: [0.7]
+  - model: nbeerbower/Mistral-Small-Drummer-22B
+    parameters:
+      weight: [0.33]
+      density: [0.45, 0.55, 0.45, 0.55, 0.45]

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