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config.json

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+{
+  "_name_or_path": "sbintuitions/sarashina2.2-3b-instruct-v0.1",
+  "architectures": [
+    "MixtralForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "head_dim": 160,
+  "hidden_act": "silu",
+  "hidden_size": 2560,
+  "initializer_range": 0.02,
+  "intermediate_size": 8960,
+  "max_position_embeddings": 8192,
+  "mlp_bias": false,
+  "model_type": "mixtral",
+  "num_attention_heads": 16,
+  "num_experts_per_tok": 2,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "num_local_experts": 3,
+  "output_router_logits": false,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": null,
+  "rope_theta": 500000,
+  "router_aux_loss_coef": 0.001,
+  "router_jitter_noise": 0.0,
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.47.0",
+  "use_cache": false,
+  "vocab_size": 102400
+}

mergekit_moe_config.yml

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+base_model: sbintuitions/sarashina2.2-3b-instruct-v0.1
+gate_mode: random           # 必要に応じて "random" や "cheap_embed" に変更可能
+dtype: bfloat16             # 出力のデータ型。元モデルに合わせて調整してください
+experts:
+  - source_model: sbintuitions/sarashina2.2-3b-instruct-v0.1
+  - source_model: sbintuitions/sarashina2.2-3b-instruct-v0.1
+  - source_model: sbintuitions/sarashina2.2-3b-instruct-v0.1

model-00001-of-00004.safetensors

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model.safetensors.index.json

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+  },
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+  "chat_template": "\n{%- set user_messages = messages | selectattr('role', 'equalto', 'user') | list %}\n{%- macro output_available_tools(tools, message) %}\n{%- if tools and (message == user_messages[-1]) %}\n    {{- '<|available_tools|>[' }}\n    {%- for tool in tools %}\n        {%- set tool = tool.function %}\n        {{- \"{\" }}\n        {%- for key, val in tool.items() if key != \"return\" %}\n            {%- if val is string %}\n                {{- \"'\" + key + \"': '\" + val + \"'\" }}\n            {%- else %}\n                {{- \"'\" + key + \"': \" + val|string }}\n            {%- endif %}\n            {%- if not loop.last %}\n                {{- \", \" }}\n            {%- endif %}\n        {%- endfor %}\n        {{- \"}\" }}\n        {%- if not loop.last %}\n            {{- \", \" }}\n        {%- else %}\n            {{- \"]\" }}\n        {%- endif %}\n    {%- endfor %}\n    {{- eos_token -}}\n{%- endif %}\n{%- endmacro %}\n\n{%- macro output_tool_results(tool_results) %}\n{{- '<|tool_results|>[' }}\n{%- for tool_result in tool_results %}\n    {{- \"{'content': \" + tool_result.content|string + \", 'call_id': '\" + tool_result.call_id + \"'}\" }}\n{%- endfor %}\n{{- ']' }}\n{{- eos_token -}}\n{%- endmacro %}\n\n{%- macro output_tool_calls(tool_calls) %}\n{{- '<|tool_calls|>[' }}\n{%- for tool_call in tool_calls %}\n    {{- \"{'id': '\" + tool_call.id + \"', 'name': '\" + tool_call.name + \"', 'arguments': \" + tool_call.arguments|string + '}' }}\n{%- endfor %}\n{{- ']' }}\n{%- endmacro %}\n\n{%- for message in messages %}\n    {%- if message['role'] == 'user' %}\n        {%- if tools is defined %}\n            {{- output_available_tools(tools, message) }}\n        {%- endif %}\n        {{- '<|user|>' + message['content'] + eos_token -}}\n    {%- elif message['role'] == 'system' %}\n        {{- '<|system|>' + message['content'] + eos_token -}}\n    {%- elif message['role'] == 'assistant' %}\n        {% set assistant_content = \"\" %}\n        {%- if message.content is defined %}\n            {% set assistant_content = message.content %}\n        {%- endif %}\n        {%- if message.tool_calls is defined and message.tool_calls -%}\n            {{- '<|assistant|>' + assistant_content + output_tool_calls(message['tool_calls']) + eos_token -}}\n        {%- else %}\n            {{- '<|assistant|>' + assistant_content + eos_token }}\n        {%- endif %}\n    {%- elif message['role'] == 'tool_results' %}\n        {{- output_tool_results(message.tool_results) }}\n    {%- endif %}\n{%- if loop.last and add_generation_prompt -%}\n  {{- '<|assistant|>' -}}\n{%- endif -%}\n{%- endfor %}\n",
+  "clean_up_tokenization_spaces": false,
+  "cls_token": "<cls>",
+  "do_lower_case": false,
+  "eos_token": "</s>",
+  "extra_ids": 0,
+  "extra_special_tokens": {},
+  "keep_accents": true,
+  "legacy": false,
+  "mask_token": "<mask>",
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": "<s>",
+  "padding_side": "left",
+  "sep_token": "<sep>",
+  "sp_model_kwargs": {},
+  "spaces_between_special_tokens": false,
+  "tokenizer_class": "LlamaTokenizer",
+  "unk_token": "<unk>",
+  "use_default_system_prompt": false
+}