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README.md

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+---
+base_model:
+- deepseek-ai/deepseek-math-7b-base
+- AI-MO/NuminaMath-7B-TIR
+- deepseek-ai/deepseek-math-7b-rl
+- ALBADDAWI/DeepCode-7B-Aurora-v3
+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 [deepseek-ai/deepseek-math-7b-base](https://huggingface.co/deepseek-ai/deepseek-math-7b-base) as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* [AI-MO/NuminaMath-7B-TIR](https://huggingface.co/AI-MO/NuminaMath-7B-TIR)
+* [deepseek-ai/deepseek-math-7b-rl](https://huggingface.co/deepseek-ai/deepseek-math-7b-rl)
+* [ALBADDAWI/DeepCode-7B-Aurora-v3](https://huggingface.co/ALBADDAWI/DeepCode-7B-Aurora-v3)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+models:
+  - model: deepseek-ai/deepseek-math-7b-base
+    parameters:
+      density: 1.0
+      weight: 0.4
+  - model: AI-MO/NuminaMath-7B-TIR
+    parameters:
+      density: 0.5
+      weight: 0.3
+  - model: deepseek-ai/deepseek-math-7b-rl
+    parameters:
+      density: 0.5
+      weight: 0.2
+  - model: ALBADDAWI/DeepCode-7B-Aurora-v3
+    parameters:
+      density: 0.5
+      weight: 0.1
+merge_method: ties
+base_model: deepseek-ai/deepseek-math-7b-base
+parameters:
+  normalize: true
+dtype: float16
+
+```

config.json

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+{
+  "_name_or_path": "deepseek-ai/deepseek-math-7b-base",
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 100000,
+  "eos_token_id": 100001,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 11008,
+  "max_position_embeddings": 4096,
+  "mlp_bias": false,
+  "model_type": "llama",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 30,
+  "num_key_value_heads": 32,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-06,
+  "rope_scaling": null,
+  "rope_theta": 10000.0,
+  "tie_word_embeddings": false,
+  "torch_dtype": "float16",
+  "transformers_version": "4.44.1",
+  "use_cache": true,
+  "vocab_size": 102400
+}

mergekit_config.yml

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+models:
+  - model: deepseek-ai/deepseek-math-7b-base
+    parameters:
+      density: 1.0
+      weight: 0.4
+  - model: AI-MO/NuminaMath-7B-TIR
+    parameters:
+      density: 0.5
+      weight: 0.3
+  - model: deepseek-ai/deepseek-math-7b-rl
+    parameters:
+      density: 0.5
+      weight: 0.2
+  - model: ALBADDAWI/DeepCode-7B-Aurora-v3
+    parameters:
+      density: 0.5
+      weight: 0.1
+merge_method: ties
+base_model: deepseek-ai/deepseek-math-7b-base
+parameters:
+  normalize: true
+dtype: float16

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special_tokens_map.json

@@ -0,0 +1,16 @@
+{
+  "bos_token": {
+    "content": "<｜begin▁of▁sentence｜>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "<｜end▁of▁sentence｜>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer_config.json

@@ -0,0 +1,32 @@
+{
+  "add_bos_token": true,
+  "add_eos_token": false,
+  "add_prefix_space": null,
+  "added_tokens_decoder": {
+    "100000": {
+      "content": "<｜begin▁of▁sentence｜>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "100001": {
+      "content": "<｜end▁of▁sentence｜>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "bos_token": "<｜begin▁of▁sentence｜>",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<｜end▁of▁sentence｜>",
+  "legacy": true,
+  "model_max_length": 4096,
+  "sp_model_kwargs": {},
+  "tokenizer_class": "LlamaTokenizer",
+  "unk_token": null,
+  "use_default_system_prompt": false
+}