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Model: dddsaty/Merge_Sakura_Solar
Source: Original Platform

.gitattributes

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+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
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+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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+*.tar filter=lfs diff=lfs merge=lfs -text
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README.md

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+---
+license: cc-by-nc-sa-4.0
+language:
+- en
+pipeline_tag: text-generation
+---
+
+**Explanation**
+- Merged three models using [mergekit](https://github.com/arcee-ai/mergekit) (dare_ties)
+
+**Models**
+- [Sakura-SOLAR-Instruct](https://huggingface.co/kyujinpy/Sakura-SOLAR-Instruct)
+- [Sakura-SOLRCA-Math-Instruct-DPO-v2](https://huggingface.co/kyujinpy/Sakura-SOLRCA-Math-Instruct-DPO-v2)
+- [Sakura-SOLRCA-Instruct-DPO](https://huggingface.co/kyujinpy/Sakura-SOLRCA-Instruct-DPO)
+
+**Score**
+|Average|ARC|HellaSwag|MMLU|TruthfulQA|Winogrande|GSM8K|
+|:---:|:---:|:---:|:---:|:---:|:---:|:---:|
+|74.03|70.73|88.51|66.03|72.21|82.72|63.99|
+
+**Original Author's HuggingFace profile**
+- [kyujinpy](https://huggingface.co/kyujinpy)
+
+**License**
+- Following the license written at the author's space

config.json

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+{
+  "_name_or_path": "kyujinpy/Sakura-SOLAR-Instruct",
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "attention_bias": false,
+  "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": 4096,
+  "model_type": "llama",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 48,
+  "num_key_value_heads": 8,
+  "pad_token_id": 2,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": null,
+  "rope_theta": 10000.0,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.37.2",
+  "use_cache": true,
+  "vocab_size": 32000
+}

mergekit_config.yml

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+models:
+  - model: kyujinpy/Sakura-SOLAR-Instruct
+    parameters:
+      density: 1.0
+      weight: 1.0
+  - model: kyujinpy/Sakura-SOLRCA-Math-Instruct-DPO-v2
+    parameters:
+      density: 0.5
+      weight: [0.33, 0.4, 0.33]
+  - model: kyujinpy/Sakura-SOLRCA-Instruct-DPO
+    parameters:
+      density: [0.33, 0.45, 0.66]
+      weight: 0.66
+merge_method: dare_ties
+base_model: kyujinpy/Sakura-SOLAR-Instruct
+parameters:
+  normalize: true
+  int8_mask: true
+dtype: bfloat16
+tokenizer_source : union
+
+#slices:
+#  - sources:
+#      - model: upstage/SOLAR-10.7B-Instruct-v1.0
+#        layer_range: [0, 48]
+#      - model: beomi/OPEN-SOLAR-KO-10.7B
+#        layer_range: [0, 48]
+## or, the equivalent models: syntax:
+## models:
+##   - model: psmathur/orca_mini_v3_13b
+##   - model: garage-bAInd/Platypus2-13B
+#merge_method: slerp
+#base_model: upstage/SOLAR-10.7B-Instruct-v1.0
+#parameters:
+#  t:
+#    - filter: self_attn
+#      value: [0, 0.5, 0.3, 0.7, 1]
+#    - filter: mlp
+#      value: [1, 0.5, 0.7, 0.3, 0]
+#    - value: 0.5 # fallback for rest of tensors
+#dtype: float16

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special_tokens_map.json

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+{
+  "additional_special_tokens": [
+    "<unk>",
+    "<s>",
+    "</s>"
+  ],
+  "bos_token": {
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "<unk>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer_config.json

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+{
+  "add_bos_token": true,
+  "add_eos_token": false,
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<unk>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "1": {
+      "content": "<s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
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+    "2": {
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+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    }
+  },
+  "additional_special_tokens": [
+    "<unk>",
+    "<s>",
+    "</s>"
+  ],
+  "bos_token": "<s>",
+  "chat_template": "{% for message in messages %}{% if message['role'] == 'system' %}{% if message['content']%}{{'### System:\n' + message['content']+'\n\n'}}{% endif %}{% elif message['role'] == 'user' %}{{'### User:\n' + message['content']+'\n\n'}}{% elif message['role'] == 'assistant' %}{{'### Assistant:\n'  + message['content']}}{% endif %}{% if loop.last and add_generation_prompt %}{{ '### Assistant:\n' }}{% endif %}{% endfor %}",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "</s>",
+  "legacy": true,
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": "</s>",
+  "sp_model_kwargs": {},
+  "spaces_between_special_tokens": false,
+  "tokenizer_class": "LlamaTokenizer",
+  "unk_token": "<unk>",
+  "use_default_system_prompt": true
+}