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README.md

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+---
+base_model:
+- MrRobotoAI/Hathor-v3.2
+- surya-narayanan/physics_non_masked
+- MrRobotoAI/Hathor-v3.2
+- surya-narayanan/philosophy_non_masked
+- MrRobotoAI/Hathor-v3.2
+- surya-narayanan/human_sexuality
+- MrRobotoAI/Hathor-v3.2
+- surya-narayanan/electrical_engineering
+- MrRobotoAI/Hathor-v3.2
+- surya-narayanan/college_chemistry
+- MrRobotoAI/Hathor-v3.2
+- surya-narayanan/formal_logic
+- MrRobotoAI/Hathor-v3.2
+- surya-narayanan/college_computer_science
+- MrRobotoAI/Hathor-v3.2
+- surya-narayanan/philosophy_100
+- MrRobotoAI/Hathor-v3.2
+- surya-narayanan/sociology
+- MrRobotoAI/Hathor-v3.2
+- surya-narayanan/psychology
+- MrRobotoAI/Hathor-v3.2
+- surya-narayanan/conceptual_physics
+- MrRobotoAI/Hathor-v3.2
+- surya-narayanan/college_physics
+- MrRobotoAI/Hathor-v4.1
+- MrRobotoAI/Hathor-v3.2
+- surya-narayanan/world_religions
+- MrRobotoAI/Hathor-v3.2
+- surya-narayanan/philosophy
+- MrRobotoAI/Hathor-v3.2
+- surya-narayanan/high_school_european_history
+- MrRobotoAI/Hathor-v3.2
+- surya-narayanan/psychology_non_masked
+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 [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [MrRobotoAI/Hathor-v4.1](https://huggingface.co/MrRobotoAI/Hathor-v4.1) as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* [MrRobotoAI/Hathor-v3.2](https://huggingface.co/MrRobotoAI/Hathor-v3.2) + [surya-narayanan/physics_non_masked](https://huggingface.co/surya-narayanan/physics_non_masked)
+* [MrRobotoAI/Hathor-v3.2](https://huggingface.co/MrRobotoAI/Hathor-v3.2) + [surya-narayanan/philosophy_non_masked](https://huggingface.co/surya-narayanan/philosophy_non_masked)
+* [MrRobotoAI/Hathor-v3.2](https://huggingface.co/MrRobotoAI/Hathor-v3.2) + [surya-narayanan/human_sexuality](https://huggingface.co/surya-narayanan/human_sexuality)
+* [MrRobotoAI/Hathor-v3.2](https://huggingface.co/MrRobotoAI/Hathor-v3.2) + [surya-narayanan/electrical_engineering](https://huggingface.co/surya-narayanan/electrical_engineering)
+* [MrRobotoAI/Hathor-v3.2](https://huggingface.co/MrRobotoAI/Hathor-v3.2) + [surya-narayanan/college_chemistry](https://huggingface.co/surya-narayanan/college_chemistry)
+* [MrRobotoAI/Hathor-v3.2](https://huggingface.co/MrRobotoAI/Hathor-v3.2) + [surya-narayanan/formal_logic](https://huggingface.co/surya-narayanan/formal_logic)
+* [MrRobotoAI/Hathor-v3.2](https://huggingface.co/MrRobotoAI/Hathor-v3.2) + [surya-narayanan/college_computer_science](https://huggingface.co/surya-narayanan/college_computer_science)
+* [MrRobotoAI/Hathor-v3.2](https://huggingface.co/MrRobotoAI/Hathor-v3.2) + [surya-narayanan/philosophy_100](https://huggingface.co/surya-narayanan/philosophy_100)
+* [MrRobotoAI/Hathor-v3.2](https://huggingface.co/MrRobotoAI/Hathor-v3.2) + [surya-narayanan/sociology](https://huggingface.co/surya-narayanan/sociology)
+* [MrRobotoAI/Hathor-v3.2](https://huggingface.co/MrRobotoAI/Hathor-v3.2) + [surya-narayanan/psychology](https://huggingface.co/surya-narayanan/psychology)
+* [MrRobotoAI/Hathor-v3.2](https://huggingface.co/MrRobotoAI/Hathor-v3.2) + [surya-narayanan/conceptual_physics](https://huggingface.co/surya-narayanan/conceptual_physics)
+* [MrRobotoAI/Hathor-v3.2](https://huggingface.co/MrRobotoAI/Hathor-v3.2) + [surya-narayanan/college_physics](https://huggingface.co/surya-narayanan/college_physics)
+* [MrRobotoAI/Hathor-v3.2](https://huggingface.co/MrRobotoAI/Hathor-v3.2) + [surya-narayanan/world_religions](https://huggingface.co/surya-narayanan/world_religions)
+* [MrRobotoAI/Hathor-v3.2](https://huggingface.co/MrRobotoAI/Hathor-v3.2) + [surya-narayanan/philosophy](https://huggingface.co/surya-narayanan/philosophy)
+* [MrRobotoAI/Hathor-v3.2](https://huggingface.co/MrRobotoAI/Hathor-v3.2) + [surya-narayanan/high_school_european_history](https://huggingface.co/surya-narayanan/high_school_european_history)
+* [MrRobotoAI/Hathor-v3.2](https://huggingface.co/MrRobotoAI/Hathor-v3.2) + [surya-narayanan/psychology_non_masked](https://huggingface.co/surya-narayanan/psychology_non_masked)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+models:
+
+  - model: MrRobotoAI/Hathor-v3.2+surya-narayanan/philosophy
+  - model: MrRobotoAI/Hathor-v3.2+surya-narayanan/world_religions
+  - model: MrRobotoAI/Hathor-v3.2+surya-narayanan/sociology
+  - model: MrRobotoAI/Hathor-v3.2+surya-narayanan/human_sexuality
+  - model: MrRobotoAI/Hathor-v3.2+surya-narayanan/high_school_european_history
+  - model: MrRobotoAI/Hathor-v3.2+surya-narayanan/electrical_engineering
+  - model: MrRobotoAI/Hathor-v3.2+surya-narayanan/formal_logic
+  - model: MrRobotoAI/Hathor-v3.2+surya-narayanan/conceptual_physics
+  - model: MrRobotoAI/Hathor-v3.2+surya-narayanan/college_physics
+  - model: MrRobotoAI/Hathor-v3.2+surya-narayanan/electrical_engineering
+  - model: MrRobotoAI/Hathor-v3.2+surya-narayanan/college_chemistry
+  - model: MrRobotoAI/Hathor-v3.2+surya-narayanan/college_computer_science
+  - model: MrRobotoAI/Hathor-v3.2+surya-narayanan/psychology_non_masked
+  - model: MrRobotoAI/Hathor-v3.2+surya-narayanan/physics_non_masked
+  - model: MrRobotoAI/Hathor-v3.2+surya-narayanan/philosophy_non_masked
+  - model: MrRobotoAI/Hathor-v3.2+surya-narayanan/philosophy_100
+  - model: MrRobotoAI/Hathor-v3.2+surya-narayanan/psychology
+
+merge_method: model_stock
+base_model: MrRobotoAI/Hathor-v4.1
+normalize: true
+dtype: float16
+```

config.json

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+{
+  "_name_or_path": "MrRobotoAI/Hathor-v4.1",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "auto_map": {
+    "AutoConfig": "NousResearch/Yarn-Mistral-7b-128k--configuration_mistral.MistralConfig",
+    "AutoModelForCausalLM": "NousResearch/Yarn-Mistral-7b-128k--modeling_mistral_yarn.MistralForCausalLM"
+  },
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "head_dim": 128,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 32768,
+  "max_sequence_length": 131072,
+  "model_type": "mistral",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": {
+    "factor": 16.0,
+    "finetuned": true,
+    "original_max_position_embeddings": 8192,
+    "type": "yarn"
+  },
+  "rope_theta": 10000.0,
+  "sliding_window": 131072,
+  "tie_word_embeddings": false,
+  "torch_dtype": "float16",
+  "transformers_version": "4.44.1",
+  "use_cache": true,
+  "vocab_size": 32000
+}

mergekit_config.yml

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+models:
+
+  - model: MrRobotoAI/Hathor-v3.2+surya-narayanan/philosophy
+  - model: MrRobotoAI/Hathor-v3.2+surya-narayanan/world_religions
+  - model: MrRobotoAI/Hathor-v3.2+surya-narayanan/sociology
+  - model: MrRobotoAI/Hathor-v3.2+surya-narayanan/human_sexuality
+  - model: MrRobotoAI/Hathor-v3.2+surya-narayanan/high_school_european_history
+  - model: MrRobotoAI/Hathor-v3.2+surya-narayanan/electrical_engineering
+  - model: MrRobotoAI/Hathor-v3.2+surya-narayanan/formal_logic
+  - model: MrRobotoAI/Hathor-v3.2+surya-narayanan/conceptual_physics
+  - model: MrRobotoAI/Hathor-v3.2+surya-narayanan/college_physics
+  - model: MrRobotoAI/Hathor-v3.2+surya-narayanan/electrical_engineering
+  - model: MrRobotoAI/Hathor-v3.2+surya-narayanan/college_chemistry
+  - model: MrRobotoAI/Hathor-v3.2+surya-narayanan/college_computer_science
+  - model: MrRobotoAI/Hathor-v3.2+surya-narayanan/psychology_non_masked
+  - model: MrRobotoAI/Hathor-v3.2+surya-narayanan/physics_non_masked
+  - model: MrRobotoAI/Hathor-v3.2+surya-narayanan/philosophy_non_masked
+  - model: MrRobotoAI/Hathor-v3.2+surya-narayanan/philosophy_100
+  - model: MrRobotoAI/Hathor-v3.2+surya-narayanan/psychology
+
+merge_method: model_stock
+base_model: MrRobotoAI/Hathor-v4.1
+normalize: true
+dtype: float16

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