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README.md

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+---
+base_model:
+- IntervitensInc/Mistral-Nemo-Base-2407-chatml
+library_name: transformers
+tags:
+- mergekit
+- merge
+
+---
+# magmell-r1g
+
+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 [IntervitensInc/Mistral-Nemo-Base-2407-chatml](https://huggingface.co/IntervitensInc/Mistral-Nemo-Base-2407-chatml) as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* /workspace/models/magmell-r1/monk
+* /workspace/models/magmell-r1/hero
+* /workspace/models/magmell-r1/deity
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+base_model: IntervitensInc/Mistral-Nemo-Base-2407-chatml
+merge_method: dare_ties
+slices:
+- sources:
+  - layer_range: [0, 40]
+    model: /workspace/models/magmell-r1/monk
+    parameters:
+      density: 0.7
+      weight: 0.5
+  - layer_range: [0, 40]
+    model: /workspace/models/magmell-r1/hero
+    parameters:
+      density: 0.9
+      weight: 1.0
+  - layer_range: [0, 40]
+    model: /workspace/models/magmell-r1/deity
+    parameters:
+      density: 0.5
+      weight: 0.7
+  - layer_range: [0, 40]
+    model: IntervitensInc/Mistral-Nemo-Base-2407-chatml
+tokenizer_source: base
+```

config.json

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+{
+  "_name_or_path": "IntervitensInc/Mistral-Nemo-Base-2407-chatml",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 15,
+  "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": "4.44.1",
+  "use_cache": true,
+  "vocab_size": 131072
+}

mergekit_config.yml

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+base_model: IntervitensInc/Mistral-Nemo-Base-2407-chatml
+merge_method: dare_ties
+slices:
+- sources:
+  - layer_range: [0, 40]
+    model: /workspace/models/magmell-r1/monk
+    parameters:
+      density: 0.7
+      weight: 0.5
+  - layer_range: [0, 40]
+    model: /workspace/models/magmell-r1/hero
+    parameters:
+      density: 0.9
+      weight: 1.0
+  - layer_range: [0, 40]
+    model: /workspace/models/magmell-r1/deity
+    parameters:
+      density: 0.5
+      weight: 0.7
+  - layer_range: [0, 40]
+    model: IntervitensInc/Mistral-Nemo-Base-2407-chatml
+tokenizer_source: base

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