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README.md

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+---
+base_model:
+- yam-peleg/Experiment28-7B
+- ammarali32/multi_verse_model
+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 [ammarali32/multi_verse_model](https://huggingface.co/ammarali32/multi_verse_model) as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* [yam-peleg/Experiment28-7B](https://huggingface.co/yam-peleg/Experiment28-7B)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+
+models:
+- model: ammarali32/multi_verse_model
+  # No parameters necessary for base model
+- model: yam-peleg/Experiment28-7B
+  parameters:
+    density: 0.53
+    weight: 0.6
+merge_method: dare_ties
+base_model: ammarali32/multi_verse_model
+parameters:
+int8_mask: true
+dtype: bfloat16
+random_seed: 0
+    
+```

config.json

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+{
+  "_name_or_path": "ammarali32/multi_verse_model",
+  "add_gates": false,
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "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,
+  "model_type": "mistral",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 10000.0,
+  "sliding_window": 4096,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.38.2",
+  "use_cache": true,
+  "vocab_size": 32000
+}

mergekit_config.yml

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+
+models:
+- model: ammarali32/multi_verse_model
+  # No parameters necessary for base model
+- model: yam-peleg/Experiment28-7B
+  parameters:
+    density: 0.53
+    weight: 0.6
+merge_method: dare_ties
+base_model: ammarali32/multi_verse_model
+parameters:
+int8_mask: true
+dtype: bfloat16
+random_seed: 0
+    

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model.safetensors.index.json

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