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README.md

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+---
+base_model:
+- EstherXC/mixtral_7b_protein_pretrain
+- wanglab/mixtral_7b_dna_pretrain
+library_name: transformers
+tags:
+- mergekit
+- merge
+
+---
+# mixtral_dna_base_tie
+
+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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [wanglab/mixtral_7b_dna_pretrain](https://huggingface.co/wanglab/mixtral_7b_dna_pretrain) as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* [EstherXC/mixtral_7b_protein_pretrain](https://huggingface.co/EstherXC/mixtral_7b_protein_pretrain)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+models:
+  - model: wanglab/mixtral_7b_dna_pretrain
+    # no parameters necessary for base model
+  - model: EstherXC/mixtral_7b_protein_pretrain
+    parameters:
+      density: 0.5
+      weight: 0.3
+merge_method: ties
+base_model: wanglab/mixtral_7b_dna_pretrain
+parameters:
+  normalize: true
+dtype: float16
+
+```

added_tokens.json

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+{
+  "<eoDNA>": 32093,
+  "<eoProtein>": 32095,
+  "<eoRNA>": 32097,
+  "<soDNA>": 32092,
+  "<soProtein>": 32094,
+  "<soRNA>": 32096
+}

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": 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": "float16",
+  "transformers_version": "4.50.1",
+  "use_cache": false,
+  "vocab_size": 32098
+}

mergekit_config.yml

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+models:
+  - model: wanglab/mixtral_7b_dna_pretrain
+    # no parameters necessary for base model
+  - model: EstherXC/mixtral_7b_protein_pretrain
+    parameters:
+      density: 0.5
+      weight: 0.3
+merge_method: ties
+base_model: wanglab/mixtral_7b_dna_pretrain
+parameters:
+  normalize: true
+dtype: float16

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