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README.md

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+---
+base_model:
+- LeroyDyer/Mixtral_AI_128K_B
+- LeroyDyer/Mixtral_BioMedical
+library_name: transformers
+tags:
+- mergekit
+- merge
+
+---
+# MODEL_NAME
+
+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 [linear](https://arxiv.org/abs/2203.05482) merge method.
+
+### Models Merged
+
+The following models were included in the merge:
+* [LeroyDyer/Mixtral_AI_128K_B](https://huggingface.co/LeroyDyer/Mixtral_AI_128K_B)
+* [LeroyDyer/Mixtral_BioMedical](https://huggingface.co/LeroyDyer/Mixtral_BioMedical)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+
+models:
+  - model: LeroyDyer/Mixtral_AI_128K_B
+    parameters:
+      weight: 0.9128
+  - model: LeroyDyer/Mixtral_BioMedical
+    parameters:
+      weight: 0.3312
+merge_method: linear
+dtype: float16
+
+```

config.json

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+{
+  "_name_or_path": "LeroyDyer/Mixtral_AI_128K_B",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "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,
+  "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": "4.38.2",
+  "use_cache": true,
+  "vocab_size": 32000
+}

mergekit_config.yml

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+
+models:
+  - model: LeroyDyer/Mixtral_AI_128K_B
+    parameters:
+      weight: 0.9128
+  - model: LeroyDyer/Mixtral_BioMedical
+    parameters:
+      weight: 0.3312
+merge_method: linear
+dtype: float16

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