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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 +1,154 @@
+---
+base_model:
+- Sao10K/32B-Qwen2.5-Kunou-v1
+- ArliAI/Qwen2.5-32B-ArliAI-RPMax-v1.3
+- deepseek-ai/DeepSeek-R1-Distill-Qwen-32B
+- EVA-UNIT-01/EVA-Qwen2.5-32B-v0.2
+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 [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [deepseek-ai/DeepSeek-R1-Distill-Qwen-32B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B) as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* [Sao10K/32B-Qwen2.5-Kunou-v1](https://huggingface.co/Sao10K/32B-Qwen2.5-Kunou-v1)
+* [ArliAI/Qwen2.5-32B-ArliAI-RPMax-v1.3](https://huggingface.co/ArliAI/Qwen2.5-32B-ArliAI-RPMax-v1.3)
+* [EVA-UNIT-01/EVA-Qwen2.5-32B-v0.2](https://huggingface.co/EVA-UNIT-01/EVA-Qwen2.5-32B-v0.2)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+models:
+  - model: EVA-UNIT-01/EVA-Qwen2.5-32B-v0.2
+  - model: ArliAI/Qwen2.5-32B-ArliAI-RPMax-v1.3
+  - model: Sao10K/32B-Qwen2.5-Kunou-v1
+merge_method: model_stock
+base_model: deepseek-ai/DeepSeek-R1-Distill-Qwen-32B
+parameters:
+  filter_wise: false
+dtype: bfloat16
+tokenizer:
+  source: union
+  tokens:
+
+    <｜end▁of▁sentence｜>:
+      source:
+        kind: "model_token"
+        model: "EVA-UNIT-01/EVA-Qwen2.5-32B-v0.2"
+        token: "<|endoftext|>"
+
+    <｜end▁of▁sentence｜>:
+      source:
+        kind: "model_token"
+        model: "ArliAI/Qwen2.5-32B-ArliAI-RPMax-v1.3"
+        token: "<|endoftext|>"
+
+    <｜end▁of▁sentence｜>:
+      source:
+        kind: "model_token"
+        model: "Sao10K/32B-Qwen2.5-Kunou-v1"
+        token: "<|endoftext|>"
+
+    <｜begin▁of▁sentence｜>:
+      source:
+        kind: "model_token"
+        model: "EVA-UNIT-01/EVA-Qwen2.5-32B-v0.2"
+        token: "<|object_ref_start|>"
+
+    <｜begin▁of▁sentence｜>:
+      source:
+        kind: "model_token"
+        model: "ArliAI/Qwen2.5-32B-ArliAI-RPMax-v1.3"
+        token: "<|object_ref_start|>"
+
+    <｜begin▁of▁sentence｜>:
+      source:
+        kind: "model_token"
+        model: "Sao10K/32B-Qwen2.5-Kunou-v1"
+        token: "<|object_ref_start|>"
+
+    <｜User｜>:
+      source:
+        kind: "model_token"
+        model: "EVA-UNIT-01/EVA-Qwen2.5-32B-v0.2"
+        token: "<|im_start|>"
+
+    <｜User｜>:
+      source:
+        kind: "model_token"
+        model: "ArliAI/Qwen2.5-32B-ArliAI-RPMax-v1.3"
+        token: "<|im_start|>"
+
+    <｜User｜>:
+      source:
+        kind: "model_token"
+        model: "Sao10K/32B-Qwen2.5-Kunou-v1"
+        token: "<|im_start|>"
+
+    <｜Assistant｜>:
+      source:
+        kind: "model_token"
+        model: "EVA-UNIT-01/EVA-Qwen2.5-32B-v0.2"
+        token: "<|im_end|>"
+
+    <｜Assistant｜>:
+      source:
+        kind: "model_token"
+        model: "ArliAI/Qwen2.5-32B-ArliAI-RPMax-v1.3"
+        token: "<|im_end|>"
+
+    <｜Assistant｜>:
+      source:
+        kind: "model_token"
+        model: "Sao10K/32B-Qwen2.5-Kunou-v1"
+        token: "<|im_end|>"
+
+    <think>:
+      source:
+        kind: "model_token"
+        model: "EVA-UNIT-01/EVA-Qwen2.5-32B-v0.2"
+        token: "<|box_start|>"
+
+    <think>:
+      source:
+        kind: "model_token"
+        model: "ArliAI/Qwen2.5-32B-ArliAI-RPMax-v1.3"
+        token: "<|box_start|>"
+
+    <think>:
+      source:
+        kind: "model_token"
+        model: "Sao10K/32B-Qwen2.5-Kunou-v1"
+        token: "<|box_start|>"
+
+    </think>:
+      source:
+        kind: "model_token"
+        model: "EVA-UNIT-01/EVA-Qwen2.5-32B-v0.2"
+        token: "<|box_end|>"
+
+    </think>:
+      source:
+        kind: "model_token"
+        model: "ArliAI/Qwen2.5-32B-ArliAI-RPMax-v1.3"
+        token: "<|box_end|>"
+
+    </think>:
+      source:
+        kind: "model_token"
+        model: "Sao10K/32B-Qwen2.5-Kunou-v1"
+        token: "<|box_end|>"
+```

config.json

@@ -0,0 +1,29 @@
+{
+  "_name_or_path": "deepseek-ai/DeepSeek-R1-Distill-Qwen-32B",
+  "architectures": [
+    "Qwen2ForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 151643,
+  "eos_token_id": 151643,
+  "hidden_act": "silu",
+  "hidden_size": 5120,
+  "initializer_range": 0.02,
+  "intermediate_size": 27648,
+  "max_position_embeddings": 131072,
+  "max_window_layers": 64,
+  "model_type": "qwen2",
+  "num_attention_heads": 40,
+  "num_hidden_layers": 64,
+  "num_key_value_heads": 8,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": null,
+  "rope_theta": 1000000.0,
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.48.1",
+  "use_cache": true,
+  "use_sliding_window": false,
+  "vocab_size": 151672
+}

mergekit_config.yml

@@ -0,0 +1,120 @@
+models:
+  - model: EVA-UNIT-01/EVA-Qwen2.5-32B-v0.2
+  - model: ArliAI/Qwen2.5-32B-ArliAI-RPMax-v1.3
+  - model: Sao10K/32B-Qwen2.5-Kunou-v1
+merge_method: model_stock
+base_model: deepseek-ai/DeepSeek-R1-Distill-Qwen-32B
+parameters:
+  filter_wise: false
+dtype: bfloat16
+tokenizer:
+  source: union
+  tokens:
+
+    <｜end▁of▁sentence｜>:
+      source:
+        kind: "model_token"
+        model: "EVA-UNIT-01/EVA-Qwen2.5-32B-v0.2"
+        token: "<|endoftext|>"
+
+    <｜end▁of▁sentence｜>:
+      source:
+        kind: "model_token"
+        model: "ArliAI/Qwen2.5-32B-ArliAI-RPMax-v1.3"
+        token: "<|endoftext|>"
+
+    <｜end▁of▁sentence｜>:
+      source:
+        kind: "model_token"
+        model: "Sao10K/32B-Qwen2.5-Kunou-v1"
+        token: "<|endoftext|>"
+
+    <｜begin▁of▁sentence｜>:
+      source:
+        kind: "model_token"
+        model: "EVA-UNIT-01/EVA-Qwen2.5-32B-v0.2"
+        token: "<|object_ref_start|>"
+
+    <｜begin▁of▁sentence｜>:
+      source:
+        kind: "model_token"
+        model: "ArliAI/Qwen2.5-32B-ArliAI-RPMax-v1.3"
+        token: "<|object_ref_start|>"
+
+    <｜begin▁of▁sentence｜>:
+      source:
+        kind: "model_token"
+        model: "Sao10K/32B-Qwen2.5-Kunou-v1"
+        token: "<|object_ref_start|>"
+
+    <｜User｜>:
+      source:
+        kind: "model_token"
+        model: "EVA-UNIT-01/EVA-Qwen2.5-32B-v0.2"
+        token: "<|im_start|>"
+
+    <｜User｜>:
+      source:
+        kind: "model_token"
+        model: "ArliAI/Qwen2.5-32B-ArliAI-RPMax-v1.3"
+        token: "<|im_start|>"
+
+    <｜User｜>:
+      source:
+        kind: "model_token"
+        model: "Sao10K/32B-Qwen2.5-Kunou-v1"
+        token: "<|im_start|>"
+
+    <｜Assistant｜>:
+      source:
+        kind: "model_token"
+        model: "EVA-UNIT-01/EVA-Qwen2.5-32B-v0.2"
+        token: "<|im_end|>"
+
+    <｜Assistant｜>:
+      source:
+        kind: "model_token"
+        model: "ArliAI/Qwen2.5-32B-ArliAI-RPMax-v1.3"
+        token: "<|im_end|>"
+
+    <｜Assistant｜>:
+      source:
+        kind: "model_token"
+        model: "Sao10K/32B-Qwen2.5-Kunou-v1"
+        token: "<|im_end|>"
+
+    <think>:
+      source:
+        kind: "model_token"
+        model: "EVA-UNIT-01/EVA-Qwen2.5-32B-v0.2"
+        token: "<|box_start|>"
+
+    <think>:
+      source:
+        kind: "model_token"
+        model: "ArliAI/Qwen2.5-32B-ArliAI-RPMax-v1.3"
+        token: "<|box_start|>"
+
+    <think>:
+      source:
+        kind: "model_token"
+        model: "Sao10K/32B-Qwen2.5-Kunou-v1"
+        token: "<|box_start|>"
+
+    </think>:
+      source:
+        kind: "model_token"
+        model: "EVA-UNIT-01/EVA-Qwen2.5-32B-v0.2"
+        token: "<|box_end|>"
+
+    </think>:
+      source:
+        kind: "model_token"
+        model: "ArliAI/Qwen2.5-32B-ArliAI-RPMax-v1.3"
+        token: "<|box_end|>"
+
+    </think>:
+      source:
+        kind: "model_token"
+        model: "Sao10K/32B-Qwen2.5-Kunou-v1"
+        token: "<|box_end|>"

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special_tokens_map.json

@@ -0,0 +1,23 @@
+{
+  "bos_token": {
+    "content": "<｜begin▁of▁sentence｜>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "<｜end▁of▁sentence｜>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "<｜end▁of▁sentence｜>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b2158aec80f959a9e08aa5161dc9f8dae9b0eff43356044e2f4184bb2b2f3500
+size 11424110

tokenizer_config.json

@@ -0,0 +1,251 @@
+{
+  "add_bos_token": true,
+  "add_eos_token": false,
+  "add_prefix_space": null,
+  "added_tokens_decoder": {
+    "151643": {
+      "content": "<｜end▁of▁sentence｜>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151644": {
+      "content": "<｜User｜>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151645": {
+      "content": "<｜Assistant｜>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151646": {
+      "content": "<｜begin▁of▁sentence｜>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151647": {
+      "content": "<|EOT|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151648": {
+      "content": "<think>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151649": {
+      "content": "</think>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151650": {
+      "content": "<|quad_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151651": {
+      "content": "<|quad_end|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151652": {
+      "content": "<|vision_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151653": {
+      "content": "<|vision_end|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151654": {
+      "content": "<|vision_pad|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151655": {
+      "content": "<|image_pad|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151656": {
+      "content": "<|video_pad|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151657": {
+      "content": "<tool_call>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151658": {
+      "content": "</tool_call>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151659": {
+      "content": "<|fim_prefix|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151660": {
+      "content": "<|fim_middle|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151661": {
+      "content": "<|fim_suffix|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151662": {
+      "content": "<|fim_pad|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151663": {
+      "content": "<|repo_name|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151664": {
+      "content": "<|file_sep|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151665": {
+      "content": "<|endoftext|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151666": {
+      "content": "<|im_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151667": {
+      "content": "<|im_end|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151668": {
+      "content": "<|object_ref_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151669": {
+      "content": "<|object_ref_end|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151670": {
+      "content": "<|box_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151671": {
+      "content": "<|box_end|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "bos_token": "<｜begin▁of▁sentence｜>",
+  "chat_template": "{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% set ns = namespace(is_first=false, is_tool=false, is_output_first=true, system_prompt='') %}{%- for message in messages %}{%- if message['role'] == 'system' %}{% set ns.system_prompt = message['content'] %}{%- endif %}{%- endfor %}{{bos_token}}{{ns.system_prompt}}{%- for message in messages %}{%- if message['role'] == 'user' %}{%- set ns.is_tool = false -%}{{'<｜User｜>' + message['content']}}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is none %}{%- set ns.is_tool = false -%}{%- for tool in message['tool_calls']%}{%- if not ns.is_first %}{{'<｜Assistant｜><｜tool▁calls▁begin｜><｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\\n' + '```json' + '\\n' + tool['function']['arguments'] + '\\n' + '```' + '<｜tool▁call▁end｜>'}}{%- set ns.is_first = true -%}{%- else %}{{'\\n' + '<｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\\n' + '```json' + '\\n' + tool['function']['arguments'] + '\\n' + '```' + '<｜tool▁call▁end｜>'}}{{'<｜tool▁calls▁end｜><｜end▁of▁sentence｜>'}}{%- endif %}{%- endfor %}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is not none %}{%- if ns.is_tool %}{{'<｜tool▁outputs▁end｜>' + message['content'] + '<｜end▁of▁sentence｜>'}}{%- set ns.is_tool = false -%}{%- else %}{% set content = message['content'] %}{% if '</think>' in content %}{% set content = content.split('</think>')[-1] %}{% endif %}{{'<｜Assistant｜>' + content + '<｜end▁of▁sentence｜>'}}{%- endif %}{%- endif %}{%- if message['role'] == 'tool' %}{%- set ns.is_tool = true -%}{%- if ns.is_output_first %}{{'<｜tool▁outputs▁begin｜><｜tool▁output▁begin｜>' + message['content'] + '<｜tool▁output▁end｜>'}}{%- set ns.is_output_first = false %}{%- else %}{{'\\n<｜tool▁output▁begin｜>' + message['content'] + '<｜tool▁output▁end｜>'}}{%- endif %}{%- endif %}{%- endfor -%}{% if ns.is_tool %}{{'<｜tool▁outputs▁end｜>'}}{% endif %}{% if add_generation_prompt and not ns.is_tool %}{{'<｜Assistant｜>'}}{% endif %}",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<｜end▁of▁sentence｜>",
+  "extra_special_tokens": {},
+  "legacy": true,
+  "model_max_length": 16384,
+  "pad_token": "<｜end▁of▁sentence｜>",
+  "sp_model_kwargs": {},
+  "tokenizer_class": "LlamaTokenizer",
+  "unk_token": null,
+  "use_default_system_prompt": false
+}