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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+tokenizer.json filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,59 @@
+---
+base_model:
+- cognitivecomputations/dolphin-2.9.3-mistral-nemo-12b
+- shuttleai/shuttle-2.5-mini
+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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [shuttleai/shuttle-2.5-mini](https://huggingface.co/shuttleai/shuttle-2.5-mini) as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* [cognitivecomputations/dolphin-2.9.3-mistral-nemo-12b](https://huggingface.co/cognitivecomputations/dolphin-2.9.3-mistral-nemo-12b)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+models:
+  - model: shuttleai/shuttle-2.5-mini
+    parameters:
+      density: 1
+      weight: 1 
+      
+  - model: cognitivecomputations/dolphin-2.9.3-mistral-nemo-12b
+    parameters:
+      density: 1
+      weight: 1 
+        
+  - model: shuttleai/shuttle-2.5-mini
+    parameters:
+      density: 1
+      weight: 1 
+      
+  - model: cognitivecomputations/dolphin-2.9.3-mistral-nemo-12b
+    parameters:
+      density: 1
+      weight: 1 
+      
+merge_method: ties
+base_model: shuttleai/shuttle-2.5-mini
+parameters:
+  normalize: false
+  int8_mask: true
+dtype: bfloat16
+
+
+```

config.json

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+{
+  "_name_or_path": "shuttleai/shuttle-2.5-mini",
+  "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": 1024000,
+  "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": "4.46.2",
+  "use_cache": false,
+  "vocab_size": 131074
+}

mergekit_config.yml

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+models:
+  - model: shuttleai/shuttle-2.5-mini
+    parameters:
+      density: 1
+      weight: 1 
+      
+  - model: cognitivecomputations/dolphin-2.9.3-mistral-nemo-12b
+    parameters:
+      density: 1
+      weight: 1 
+        
+  - model: shuttleai/shuttle-2.5-mini
+    parameters:
+      density: 1
+      weight: 1 
+      
+  - model: cognitivecomputations/dolphin-2.9.3-mistral-nemo-12b
+    parameters:
+      density: 1
+      weight: 1 
+      
+merge_method: ties
+base_model: shuttleai/shuttle-2.5-mini
+parameters:
+  normalize: false
+  int8_mask: true
+dtype: bfloat16
+

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