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README.md

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+---
+base_model:
+- cgato/Nemo-12b-Humanize-SFT-v0.2.5-KTO
+- grimjim/Magnolia-Mell-v1-12B
+- grimjim/mistralai-Mistral-Nemo-Base-2407
+library_name: transformers
+tags:
+- mergekit
+- merge
+pipeline_tag: text-generation
+license: cc-by-nc-4.0
+---
+# Magrathic-12B
+
+This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
+
+[cgato/Nemo-12b-Humanize-SFT-v0.2.5-KTO](https://huggingface.co/cgato/Nemo-12b-Humanize-SFT-v0.2.5-KTO) was added in at very low weight in order to perturb model outputs more toward humanized text.
+
+Tested with temperature=1.0, minP=0.02; original [Nemo Instruct 2407 12B](https://huggingface.co/grimjim/mistralai-Mistral-Nemo-Instruct-2407) prompt format suffices.
+
+## Merge Details
+### Merge Method
+
+This model was merged using the [Task Arithmetic](https://arxiv.org/abs/2212.04089) merge method using [grimjim/mistralai-Mistral-Nemo-Base-2407](https://huggingface.co/grimjim/mistralai-Mistral-Nemo-Base-2407) as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* [cgato/Nemo-12b-Humanize-SFT-v0.2.5-KTO](https://huggingface.co/cgato/Nemo-12b-Humanize-SFT-v0.2.5-KTO)
+* [grimjim/Magnolia-Mell-v1-12B](https://huggingface.co/grimjim/Magnolia-Mell-v1-12B)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+base_model: grimjim/mistralai-Mistral-Nemo-Base-2407
+dtype: bfloat16
+merge_method: task_arithmetic
+parameters:
+  normalize: true
+models:
+  - model: grimjim/mistralai-Mistral-Nemo-Base-2407
+  - model: grimjim/Magnolia-Mell-v1-12B
+    parameters:
+      weight: 0.997
+  - model: cgato/Nemo-12b-Humanize-SFT-v0.2.5-KTO
+    parameters:
+      weight: 0.003
+
+```

config.json

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+{
+  "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": 131072,
+  "model_type": "mistral",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 40,
+  "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": "4.52.4",
+  "use_cache": true,
+  "vocab_size": 131072
+}

mergekit_config.yml

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+base_model: grimjim/mistralai-Mistral-Nemo-Base-2407
+dtype: bfloat16
+merge_method: task_arithmetic
+parameters:
+  normalize: true
+models:
+  - model: grimjim/mistralai-Mistral-Nemo-Base-2407
+  - model: grimjim/Magnolia-Mell-v1-12B
+    parameters:
+      weight: 0.997
+  - model: cgato/Nemo-12b-Humanize-SFT-v0.2.5-KTO
+    parameters:
+      weight: 0.003

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