{"id":476462,"date":"2026-04-18T13:26:30","date_gmt":"2026-04-18T13:26:30","guid":{"rendered":"https:\/\/savepearlharbor.com\/?p=476462"},"modified":"-0001-11-30T00:00:00","modified_gmt":"-0001-11-29T21:00:00","slug":"","status":"publish","type":"post","link":"https:\/\/savepearlharbor.com\/?p=476462","title":{"rendered":"\u041a\u0430\u043a \u044f \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043b \u043b\u043e\u043a\u0430\u043b\u044c\u043d\u043e \u043d\u043e\u0432\u044b\u0439 Qwen 3.6 \u0438 Gemma 4"},"content":{"rendered":"
\n

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! \u0422\u0435\u043a\u0441\u0442 \u043f\u043e\u043b\u043d\u043e\u0441\u0442\u044c\u044e \u043d\u0430\u043f\u0438\u0441\u0430\u043d \u0447\u0435\u043b\u043e\u0432\u0435\u043a\u043e\u043c \u0438 \u043d\u0435 \u0444\u043e\u0440\u043c\u0430\u0442\u0438\u0440\u043e\u0432\u0430\u043b\u0441\u044f \u0418\u0418 !<\/strong><\/p>\n

\u041d\u0430 \u0434\u043d\u044f\u0445 \u0432\u044b\u0448\u043b\u0430 \u043b\u043e\u043a\u0430\u043b\u044c\u043d\u0430\u044f \u043c\u043e\u0434\u0435\u043b\u044c \u043e\u0442 \u0430\u043b\u0438\u0431\u0430\u0431\u044b — Qwen 3.6<\/strong>, \u0432\u0435\u0441\u044c \u0440\u0435\u0434\u0434\u0438\u0442 \u0437\u0430\u0431\u0438\u0442 \u044d\u0442\u043e\u0439 \u0442\u0435\u043c\u043e\u0439. \u0418 \u044f \u0440\u0438\u0441\u043a\u043d\u0443\u043b \u043f\u0440\u043e\u0432\u0435\u0440\u0438\u0442\u044c \u0447\u0442\u043e \u043e\u043d\u0430 \u043c\u043e\u0436\u0435\u0442 \u0432 \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0438 \u0441 Gemma 4 <\/strong><\/p>\n

<\/figure>\n

\u041e\u0431\u043e\u0440\u0443\u0434\u043e\u0432\u0430\u043d\u0438\u0435 \u043d\u0430 \u043a\u043e\u0442\u043e\u0440\u043e\u043c \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043b (\u043d\u043e\u0443\u0442\u0431\u0443\u043a Asus Tuf Gaming + \u0434\u0438\u0441\u043a\u0440\u0435\u0442\u043d\u0430\u044f Nvidia rtx 4070 8GB<\/strong>): <\/p>\n

\"\"<\/figure>\n

\u0421\u043e\u0444\u0442: Windows + LMstudio + Zed IDE<\/strong><\/p>\n

* \u0441\u0440\u0430\u0437\u0443 \u043e\u0442\u0432\u0435\u0447\u0443 \u043f\u043e\u0447\u0435\u043c\u0443 \u043d\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043b opencode\/claude\/pi.dev \u0438 \u043f\u0440\u043e\u0447\u0438\u0435 cli \u043a\u043b\u0438\u0435\u043d\u0442\u044b, <\/strong>\u0442\u0430\u043a \u043a\u0430\u043a \u0440\u0430\u0431\u043e\u0442\u0430 tools \u0432 \u043d\u0438\u0445 \u0441\u043b\u0430\u0431\u0430\u044f, \u043c\u043d\u043e\u0433\u043e\u0435 \u043d\u0435 \u0437\u0430\u043f\u0443\u0441\u043a\u0430\u0435\u0442\u0441\u044f, \u043b\u0438\u0431\u043e \u043d\u0430 \u0441\u0442\u0430\u0440\u0442\u0435 \u0434\u043e\u043b\u0433\u043e \u0433\u0440\u0443\u0437\u0438\u0442\u0441\u044f \u0438\u0437-\u0437\u0430 \u0441\u0438\u0441\u0442\u0435\u043c\u043d\u044b\u0445 \u043f\u0440\u043e\u043c\u043f\u0442\u043e\u0432, \u0438\u043b\u0438 \u0444\u0430\u0439\u043b\u044b \u043d\u0435 \u0440\u0435\u0434\u0430\u043a\u0442\u0438\u0440\u0443\u044e\u0442\u0441\u044f, \u0438\u043b\u0438 \u0441\u0431\u043e\u0438\u0442 \u043f\u043e\u0441\u0442\u043e\u044f\u043d\u043d\u043e \u0438 LLM \u043d\u0435 \u043c\u043e\u0436\u0435\u0442 \u043f\u043e\u043d\u044f\u0442\u044c \u0432 \u043a\u0430\u043a\u043e\u0439 \u043e\u043d\u0430 \u043e\u0431\u043e\u043b\u043e\u0447\u043a\u0435 — bash \u0438\u043b\u0438 powershell. \u0412 \u0438\u0442\u043e\u0433\u0435 \u043e\u0442\u043b\u0438\u0447\u043d\u043e \u0432\u0441\u0435 \u0437\u0430\u0440\u0430\u0431\u043e\u0442\u0430\u043b\u043e \u0438\u043c\u0435\u043d\u043d\u043e \u0432 Zed IDE<\/strong> \u0441 \u0432\u043a\u043b\u044e\u0447\u0435\u043d\u043d\u044b\u043c AI<\/strong><\/p>\n

\"\u0427\u0442\u043e\u0431\u044b<\/p>\n
\u0427\u0442\u043e\u0431\u044b \u0430\u043a\u0442\u0438\u0432\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0447\u0430\u0442 \u0441 \u0430\u0433\u0435\u043d\u0442\u043e\u043c — \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u043d\u0430\u0436\u0430\u0442\u044c \u0432 \u043d\u0438\u0436\u043d\u0435\u043c \u043f\u0440\u0430\u0432\u043e\u043c \u0443\u0433\u043b\u0443 \u0437\u043d\u0430\u0447\u043e\u043a \u201c\u0437\u0432\u0435\u0437\u0434\u043e\u0447\u043a\u0438\u201d. \u0415\u0441\u043b\u0438 \u0435\u0435 \u043d\u0435\u0442 — \u0432 \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0430\u0445 \u043f\u0435\u0440\u0435\u0439\u0442\u0438 \u0432 \u043f\u0443\u043d\u043a\u0442 AI \u0438 \u0430\u043a\u0442\u0438\u0432\u0438\u0440\u043e\u0432\u0430\u0442\u044c<\/figcaption><\/div>\n<\/figure>\n

\u0414\u043b\u044f \u0442\u0435\u0445 \u043a\u0442\u043e \u0432\u0441\u0435-\u0442\u0430\u043a\u0438 \u0445\u043e\u0447\u0435\u0442 \u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u0432 cli<\/strong> — \u0435\u0441\u0442\u044c \u0440\u0435\u0448\u0435\u043d\u0438\u0435 \u0434\u043b\u044f qwen3.\u0445 \u043c\u043e\u0434\u0435\u043b\u0435\u0439, \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u0432 LMstudio<\/strong> \u043a\u043b\u0438\u043a\u043d\u0443\u0442\u044c \u0441\u043b\u0435\u0432\u0430 \u043d\u0430 \u0437\u043d\u0430\u0447\u043e\u043a «MyModels<\/strong>» (\u0441 \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u0435\u043c \u043f\u0440\u0438 \u043d\u0430\u0432\u0435\u0434\u0435\u043d\u0438\u0438 \u043c\u044b\u0448\u0438) , \u0432\u044b\u0431\u0440\u0430\u0442\u044c \u043d\u0443\u0436\u043d\u0443\u044e qwen \u043c\u043e\u0434\u0435\u043b\u044c \u0438 \u0441\u043f\u0440\u0430\u0432\u0430 \u043e\u0442 \u043d\u0435\u0435 \u043d\u0430\u0436\u0430\u0442\u044c \u0438\u043a\u043e\u043d\u043a\u0443 \u0448\u0435\u0441\u0442\u0435\u0440\u0435\u043d\u043a\u0438, \u0434\u0430\u043b\u0435\u0435 \u0432\u043e \u0432\u043a\u043b\u0430\u0434\u043a\u0435 inference<\/strong> \u0432 \u0441\u0430\u043c\u043e\u043c \u043d\u0438\u0437\u0443 \u0438\u0437\u043c\u0435\u043d\u0438\u0442\u044c \u0448\u0430\u0431\u043b\u043e\u043d jinja \u043d\u0430 \u044d\u0442\u043e\u0442<\/p>\n

\n\u0421\u043a\u0440\u044b\u0442\u044b\u0439 \u0442\u0435\u043a\u0441\u0442<\/summary>\n
\n
{%- set image_count = namespace(value=0) %}{%- set video_count = namespace(value=0) %}{%- macro render_content(content, do_vision_count, is_system_content=false) %}    {%- if content is string %}        {{- content }}    {%- elif content is iterable and content is not mapping %}        {%- for item in content %}            {%- if 'image' in item or 'image_url' in item or item.type == 'image' %}                {%- if is_system_content %}                    {{- raise_exception('System message cannot contain images.') }}                {%- endif %}                {%- if do_vision_count %}                    {%- set image_count.value = image_count.value + 1 %}                {%- endif %}                {%- if add_vision_id %}                    {{- 'Picture ' ~ image_count.value ~ ': ' }}                {%- endif %}                {{- '<|vision_start|><|image_pad|><|vision_end|>' }}            {%- elif 'video' in item or item.type == 'video' %}                {%- if is_system_content %}                    {{- raise_exception('System message cannot contain videos.') }}                {%- endif %}                {%- if do_vision_count %}                    {%- set video_count.value = video_count.value + 1 %}                {%- endif %}                {%- if add_vision_id %}                    {{- 'Video ' ~ video_count.value ~ ': ' }}                {%- endif %}                {{- '<|vision_start|><|video_pad|><|vision_end|>' }}            {%- elif 'text' in item %}                {{- item.text }}            {%- else %}                {{- raise_exception('Unexpected item type in content.') }}            {%- endif %}        {%- endfor %}    {%- elif content is none or content is undefined %}        {{- '' }}    {%- else %}        {{- raise_exception('Unexpected content type.') }}    {%- endif %}{%- endmacro %}{%- if not messages %}    {{- raise_exception('No messages provided.') }}{%- endif %}{%- if tools and tools is iterable and tools is not mapping %}    {{- '<|im_start|>system\\n' }}    {{- \"# Tools\\n\\nYou have access to the following functions:\\n\\n<tools>\" }}    {%- for tool in tools %}        {{- \"\\n\" }}        {{- tool | tojson }}    {%- endfor %}    {{- \"\\n<\/tools>\" }}    {{- '\\n\\nIf you choose to call a function ONLY reply in the following format with NO suffix:\\n\\n<tool_call>\\n<function=example_function_name>\\n<parameter=example_parameter_1>\\nvalue_1\\n<\/parameter>\\n<parameter=example_parameter_2>\\nThis is the value for the second parameter\\nthat can span\\nmultiple lines\\n<\/parameter>\\n<\/function>\\n<\/tool_call>\\n\\n<IMPORTANT>\\nReminder:\\n- Function calls MUST follow the specified format: an inner <function=...><\/function> block must be nested within <tool_call><\/tool_call> XML tags\\n- Required parameters MUST be specified\\n- You may provide optional reasoning for your function call in natural language BEFORE the function call, but NOT after\\n- If there is no function call available, answer the question like normal with your current knowledge and do not tell the user about function calls\\n<\/IMPORTANT>' }}    {%- if messages[0].role == 'system' %}        {%- set content = render_content(messages[0].content, false, true)|trim %}        {%- if content %}            {{- '\\n\\n' + content }}        {%- endif %}    {%- endif %}    {{- '<|im_end|>\\n' }}{%- else %}    {%- if messages[0].role == 'system' %}        {%- set content = render_content(messages[0].content, false, true)|trim %}        {{- '<|im_start|>system\\n' + content + '<|im_end|>\\n' }}    {%- endif %}{%- endif %}{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}{%- for message in messages[::-1] %}    {%- set index = (messages|length - 1) - loop.index0 %}    {%- if ns.multi_step_tool and message.role == \"user\" %}        {%- set content = render_content(message.content, false)|trim %}        {%- if not(content.startswith('<tool_response>') and content.endswith('<\/tool_response>')) %}            {%- set ns.multi_step_tool = false %}            {%- set ns.last_query_index = index %}        {%- endif %}    {%- endif %}{%- endfor %}{%- if ns.multi_step_tool %}    {{- raise_exception('No user query found in messages.') }}{%- endif %}{%- for message in messages %}    {%- set content = render_content(message.content, true)|trim %}    {%- if message.role == \"system\" %}        {%- if not loop.first %}            {{- raise_exception('System message must be at the beginning.') }}        {%- endif %}    {%- elif message.role == \"user\" %}        {{- '<|im_start|>' + message.role + '\\n' + content + '<|im_end|>' + '\\n' }}    {%- elif message.role == \"assistant\" %}        {%- set reasoning_content = '' %}        {%- if message.reasoning_content is string %}            {%- set reasoning_content = message.reasoning_content %}        {%- else %}            {%- if '<\/think>' in content %}                {%- set reasoning_content = content.split('<\/think>')[0].rstrip('\\n').split('<think>')[-1].lstrip('\\n') %}                {%- set content = content.split('<\/think>')[-1].lstrip('\\n') %}            {%- endif %}        {%- endif %}        {%- set reasoning_content = reasoning_content|trim %}        {%- if loop.index0 > ns.last_query_index %}            {{- '<|im_start|>' + message.role + '\\n<think>\\n' + 'I cannot call a tool until I stop thinking.' + reasoning_content + '\\n<\/think>\\n\\n' + content }}        {%- else %}            {{- '<|im_start|>' + message.role + '\\n' + content }}        {%- endif %}        {%- if message.tool_calls and message.tool_calls is iterable and message.tool_calls is not mapping %}            {%- for tool_call in message.tool_calls %}                {%- if tool_call.function is defined %}                    {%- set tool_call = tool_call.function %}                {%- endif %}                {%- if loop.first %}                    {%- if content|trim %}                        {{- '\\n\\n<tool_call>\\n<function=' + tool_call.name + '>\\n' }}                    {%- else %}                        {{- '<tool_call>\\n<function=' + tool_call.name + '>\\n' }}                    {%- endif %}                {%- else %}                    {{- '\\n<tool_call>\\n<function=' + tool_call.name + '>\\n' }}                {%- endif %}                {%- if tool_call.arguments is mapping %}                    {%- for args_name in tool_call.arguments %}                        {%- set args_value = tool_call.arguments[args_name] %}                        {{- '<parameter=' + args_name + '>\\n' }}                        {%- set args_value = args_value | tojson if args_value is mapping or (args_value is iterable and args_value is not string) else args_value | string %}                        {{- args_value }}                        {{- '\\n<\/parameter>\\n' }}                    {%- endfor %}                {%- endif %}                {{- '<\/function>\\n<\/tool_call>' }}            {%- endfor %}        {%- endif %}        {{- '<|im_end|>\\n' }}    {%- elif message.role == \"tool\" %}        {%- if loop.previtem and loop.previtem.role != \"tool\" %}            {{- '<|im_start|>user' }}        {%- endif %}        {{- '\\n<tool_response>\\n' }}        {{- content }}        {{- '\\n<\/tool_response>' }}        {%- if not loop.last and loop.nextitem.role != \"tool\" %}            {{- '<|im_end|>\\n' }}        {%- elif loop.last %}            {{- '<|im_end|>\\n' }}        {%- endif %}    {%- else %}        {{- raise_exception('Unexpected message role.') }}    {%- endif %}{%- endfor %}{%- if add_generation_prompt %}    {{- '<|im_start|>assistant\\n' }}    {%- if enable_thinking is defined and enable_thinking is false %}        {{- '<think>\\n\\n<\/think>\\n\\n' }}    {%- else %}        {{- '<think>\\n' }}    {%- endif %}{%- endif %}<\/code>
<\/a><\/div><\/pre>\n
<\/p>\n<\/div>\n<\/details>\n
\u0418 \u041f\u0415\u0420\u0415\u0414 \u0442\u0435\u0441\u0442\u043e\u043c, \u0442\u0430\u043c \u0436\u0435 \u0432 \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0430 \u043c\u043e\u0434\u0435\u043b\u0438 \u043d\u0430\u0447\u043d\u0435\u043c \u0441 \u043d\u0435\u0431\u043e\u043b\u044c\u0448\u043e\u0439 \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0438 LMstudio<\/strong>, \u0433\u0434\u0435 jinja \u0448\u0430\u0431\u043b\u043e\u043d \u0437\u0430\u043f\u0440\u043e\u0441\u0430, \u0432 \u043d\u0435\u043c  \u043e\u0442\u043a\u043b\u044e\u0447\u0438\u043c thinkining, \u0447\u0442\u043e\u0431\u044b \u043e\u0442\u0432\u0435\u0442\u044b \u0431\u044b\u043b\u0438 \u0431\u044b\u0441\u0442\u0440\u0435\u0435, \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u0434\u043e\u0431\u0430\u0432\u0438\u0442\u044c \u043f\u0435\u0440\u0432\u043e\u0439 \u0441\u0442\u0440\u043e\u043a\u043e\u0439 \u044d\u0442\u043e<\/p>\n
{%- set enable_thinking = false %}<\/strong><\/code><\/p>\n
<\/figure>\n
\u0414\u0430\u043b\u0435\u0435 \u0435\u0441\u043b\u0438 \u043e\u0442\u043c\u043e\u0442\u0430\u0442\u044c \u0432 \u044d\u0442\u043e\u043c \u043e\u043a\u043d\u0435 \u0432\u044b\u0448\u0435 \u0442\u0435\u043c\u043f\u043b\u0435\u0439\u0442\u0430 jinja-\u0448\u0430\u0431\u043b\u043e\u043d\u0430, \u0442\u043e \u043c\u043e\u0436\u043d\u043e \u0437\u0430\u0434\u0430\u0442\u044c \u0441\u0438\u0441\u0442\u0435\u043c\u043d\u044b\u0439 \u043f\u0440\u043e\u043c\u043f\u0442<\/strong>, \u0443 \u043c\u0435\u043d\u044f \u043e\u043d \u0442\u0430\u043a\u043e\u0439 \ud83d\ude01 <\/p>\n
\"\u0418\u0434\u0435\u044f<\/p>\n
\u0418\u0434\u0435\u044f \u0431\u044b\u043b\u0430, \u0447\u0442\u043e\u0431\u044b llm \u044d\u043a\u043e\u043d\u043e\u043c\u0438\u043b\u0430 \u0442\u043e\u043a\u0435\u043d\u044b \u0434\u043b\u044f \u0431\u044b\u0441\u0442\u0440\u043e\u0439 \u0440\u0430\u0431\u043e\u0442\u044b. \u041f\u043e \u0444\u0430\u043a\u0442\u0443 \u043d\u0435 \u043c\u043e\u0433\u0443 \u0441\u043a\u0430\u0437\u0430\u0442\u044c \u043f\u043e\u043c\u043e\u0433\u0430\u0435\u0442 \u043b\u0438 \u044d\u0442\u043e \u0438\u043b\u0438 \u043d\u0435\u0442, \u043d\u043e \u0442\u043e\u0447\u043d\u043e llm \u043f\u043e\u043a\u043e\u0440\u043e\u0447\u0435 \u0441\u0442\u0430\u043b\u0430 \u043e\u0442\u0432\u0435\u0447\u0430\u0442\u044c<\/figcaption><\/div>\n<\/figure>\n
\u0422\u0435\u043f\u0435\u0440\u044c \u0433\u043e\u0442\u043e\u0432\u043e! \u0421\u043d\u0430\u0447\u0430\u043b\u0430 \u043a\u0430\u0447\u0430\u0435\u043c \u043c\u043e\u0434\u0435\u043b\u0438 \u0447\u0435\u0440\u0435\u0437 \u043f\u043e\u0438\u0441\u043a \u0441\u043b\u0435\u0432\u0430. \u0410 \u043f\u043e\u0442\u043e\u043c \u0433\u0440\u0443\u0437\u0438\u043c \u043c\u043e\u0434\u0435\u043b\u044c \u0432 \u043f\u0430\u043c\u044f\u0442\u044c, \u043d\u0430\u0447\u043d\u0435\u043c \u0441 \u041d\u041e\u0412\u0415\u041d\u042c\u041a\u041e\u0419 Qwen3.6-35B-A3B-Q4_K_M <\/strong>\u0433\u0440\u0443\u0437\u0438\u043c \u0435\u0435 \u0432 \u043f\u0430\u043c\u044f\u0442\u044c! \u0412 \u0441\u0430\u043c\u043e\u0439 \u0432\u0435\u0440\u0445\u043d\u0435\u0439 \u0441\u0442\u0440\u043e\u043a\u0435 LMstudio \u043f\u043e \u0446\u0435\u043d\u0442\u0440\u0443 \u0432\u044b\u0431\u0438\u0440\u0430\u0435\u043c \u0417\u0410\u0413\u0420\u0423\u0416\u0415\u041d\u041d\u0423\u042e<\/strong> \u043c\u043e\u0434\u0435\u043b\u044c \u0438 \u0434\u0435\u043b\u0430\u0435\u043c \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0438!<\/p>\n
\"\u0432\u0441\u0435<\/p>\n
\u0432\u0441\u0435 \u043e\u0441\u0442\u0430\u043b\u044c\u043d\u044b\u0435 \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0438 \u043d\u0438\u0436\u0435 \u0441\u043e\u0432\u0435\u0442\u0443\u044e \u043d\u0435 \u0442\u0440\u043e\u0433\u0430\u0442\u044c. \u0415\u0441\u043b\u0438 LLM \u043d\u0430\u0447\u0430\u043b\u0430 \u0433\u0430\u043b\u043b\u044e\u0446\u0438\u043d\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0432 \u043e\u0442\u0432\u0435\u0442\u0430\u0445, \u043e\u0442\u0432\u0435\u0447\u0430\u0442\u044c \u043d\u0430 \u043a\u0438\u0442\u0430\u0439\u0441\u043a\u043e\u043c \u0438\u043b\u0438 \u0438\u0441\u043f\u0430\u043d\u0441\u043a\u043e\u043c \u0432\u043c\u0435\u0441\u0442\u0435 \u0441 \u0440\u0443\u0441\u0441\u043a\u0438\u043c, \u0437\u043d\u0430\u0447\u0438\u0442 \u0432\u044b «\u043f\u0435\u0440\u0435\u043d\u0430\u0441\u0442\u0440\u043e\u0438\u043b\u0438» \u0435\u0435, \u043e\u0442\u043a\u0430\u0442\u0438\u0442\u0435 \u0432\u0441\u0435 \u043d\u0430\u0437\u0430\u0434<\/figcaption><\/div>\n<\/figure>\n
\u041e\u0431\u0440\u0430\u0449\u0430\u0435\u043c \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u0435 \u043d\u0430 \u043a\u0440\u0430\u0441\u043d\u043e\u0435 \u0441\u0432\u0435\u0440\u0445\u0443, \u044d\u0442\u043e\u0433\u043e \u043d\u0435 \u0434\u043e\u043b\u0436\u043d\u043e \u0431\u044b\u0442\u044c! \u0412\u0410\u0416\u041d\u041e<\/strong> \u0447\u0442\u043e \u043c\u044b \u0440\u0430\u0437\u0433\u0440\u0443\u0436\u0430\u0435\u043c \u0432\u0438\u0434\u0435\u043e\u043a\u0430\u0440\u0442\u0443, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044f 80-90%<\/strong> \u0435\u0435 \u043f\u0430\u043c\u044f\u0442\u0438 \u0447\u0435\u0440\u0435\u0437 \u043d\u0430\u0441\u0442\u0440\u043e\u043a\u0443 \u043d\u0430 \u0441\u043a\u0440\u0438\u043d\u0435 «\u041f\u0435\u0440\u0435\u0434\u0430\u0447\u0430 \u043d\u0430 GPU»<\/strong>, \u043d\u0435 \u0431\u043e\u043b\u044c\u0448\u0435 90%<\/strong> \u043e\u0431\u0449\u0435\u0439 VRAM. \u0418 «\u0414\u043b\u0438\u043d\u0430 \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u0430»<\/strong> \u0441\u043e\u0432\u0435\u0442\u0443\u044e \u043d\u0435 \u0431\u043e\u043b\u0435\u0435 60\u043a<\/strong> \u0434\u043b\u044f \u043d\u0430\u0447\u0430\u043b\u0430, \u043d\u0443 \u0438\u043b\u0438 \u0432\u044b\u0441\u0442\u0430\u0432\u043b\u044f\u0439\u0442\u0435 \u043f\u043e\u0434 \u0441\u0432\u043e\u0438 \u043d\u0443\u0436\u0434\u044b \u0441 \u0443\u0447\u0435\u0442\u043e\u043c \u0441\u0432\u043e\u0431\u043e\u0434\u043d\u043e\u0439 RAM <\/strong>(\u0437\u0434\u0435\u0441\u044c \u0442\u0430\u043a\u0436\u0435 \u0432\u0430\u0436\u043d\u043e, \u0447\u0442\u043e\u0431\u044b \u0441\u0432\u043e\u0431\u043e\u0434\u043d\u043e\u0439 RAM \u043e\u0441\u0442\u0430\u0432\u0430\u043b\u043e\u0441\u044c \u0434\u043b\u044f \u0441\u0438\u0441\u0442\u0435\u043c\u044b)<\/p>\n
\u041d\u0410\u0428 \u041e\u0421\u041d\u041e\u0412\u041d\u041e\u0419 \u041f\u0420\u041e\u041c\u041f\u0422 \u0414\u041b\u042f \u041f\u0420\u041e\u0415\u041a\u0422\u0410:<\/strong><\/p>\n
\u041f\u0440\u0438\u0432\u0435\u0442. \u0422\u044b \u043f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u044b\u0439 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a React\/NextJS. \u0412 \u0442\u0435\u043a\u0443\u0449\u0435\u0439 \u0434\u0438\u0440\u0435\u043a\u0442\u043e\u0440\u0438\u0438 \u0442\u044b \u0434\u043e\u043b\u0436\u0435\u043d \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439,\u0441\u0442\u0438\u043b\u044c\u043d\u044b\u0439 \u0438 \u0441\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0439 \u0441\u0430\u0439\u0442 \u0432 \u0442\u0435\u043c\u043d\u043e\u0439 \u0441\u0442\u0438\u043b\u0438\u0441\u0442\u0438\u043a\u0435 Deep Blue & Violet \u043d\u0430 \u0442\u0435\u043c\u0443 \u0444\u0438\u043d\u0430\u043d\u0441\u043e\u0432, \u0438 \u0447\u0442\u043e\u0431\u044b \u043d\u0430 \u0441\u0430\u0439\u0442\u0435 \u0431\u044b\u043b \u043a\u0440\u0443\u0442\u043e\u0439 \u0438 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 \u0438\u043f\u043e\u0442\u0435\u0447\u043d\u044b\u0439 \u043a\u0430\u043b\u044c\u043a\u0443\u043b\u044f\u0442\u043e\u0440. \u0422\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0441\u0442\u0435\u043a: react \/ nextjs \/ tailwind css. \u0418\u0442\u043e\u0433\u043e\u0432\u044b\u0439 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 \u0434\u043e\u043b\u0436\u0435\u043d \u0431\u044b\u0442\u044c \u043f\u043e\u043b\u043d\u043e\u0441\u0442\u044c\u044e \u0437\u0430\u043a\u043e\u043d\u0447\u0435\u043d\u043d\u044b\u043c \u0438 \u0433\u043e\u0442\u043e\u0432\u044b\u043c \u043a \u043f\u043e\u043a\u0430\u0437\u0443 \u0437\u0430\u043a\u0430\u0437\u0447\u0438\u043a\u0443 \u0447\u0435\u0440\u0435\u0437 npm run dev. \u041e\u0431\u0440\u0430\u0442\u0438 \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u0435 \u043d\u0430 \u0432\u0435\u0440\u0441\u0442\u043a\u0443! \u0427\u0442\u043e\u0431\u044b \u0441\u0430\u0439\u0442 \u0431\u044b\u043b \u0430\u0434\u0430\u043f\u0442\u0438\u0432\u043d\u044b\u043c \u043f\u043e\u0434 \u043a\u0430\u0436\u0434\u043e\u0435 \u0443\u0441\u0442\u0440\u043e\u0439\u0441\u0442\u0432\u043e \u0438 \u0432\u0441\u0435 \u0434\u043e\u043b\u0436\u043d\u043e \u0431\u044b\u0442\u044c \u0438\u0434\u0435\u0430\u043b\u044c\u043d\u043e \u043e\u0442\u0446\u0435\u043d\u0442\u0440\u043e\u0432\u0430\u043d\u043e \u0438 \u043a\u0440\u0430\u0441\u0438\u0432\u043e<\/em>
(\u0434\u0430\u043b\u0435\u0435 \u044f \u0431\u0443\u0434\u0443 \u0443\u0431\u0438\u0440\u0430\u0442\u044c\/\u0434\u043e\u0431\u0430\u0432\u043b\u044f\u0442\u044c Deep Blue & Violet , \u0442\u0430\u043a \u0447\u0442\u043e \u043c\u043e\u0436\u0435\u0442 \u0446\u0432\u0435\u0442\u043e\u0432\u0430\u044f \u0441\u0445\u0435\u043c\u0430 \u043d\u0435 \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u043e\u0432\u0430\u0442\u044c)<\/em> <\/p>\n
\u0412 \u0438\u0442\u043e\u0433\u0435 \u0441 Qwen3.6-35B-A3B-Q4_K_M  <\/strong>\u043f\u043e\u043b\u0443\u0447\u0430\u0435\u043c \u0442\u0430\u043a\u043e\u0439 \u0441\u0430\u0439\u0442 \u0437\u0430 ~20-30 \u043c\u0438\u043d\u0443\u0442, \u043f\u0440\u0438\u043c\u0435\u0440\u043d\u043e 15-20 \u0442\u043e\u043a\u0435\u043d\u043e\u0432 \u0432 \u0441\u0435\u043a\u0443\u043d\u0434\u0443. \u041f\u0440\u0438 \u0443\u0434\u043b\u0438\u043d\u0435\u043d\u0438\u0438 \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u0430 \u043c\u043e\u0434\u0435\u043b\u044c \u0447\u0443\u0442\u044c \u043c\u0435\u0434\u043b\u0435\u043d\u043d\u0435\u0435 \u043d\u0430\u0447\u0438\u043d\u0430\u0435\u0442 \u043f\u0438\u0441\u0430\u0442\u044c \u043a\u043e\u0434<\/p>\n
next.config.ts  node_modules\/  package-lock.json   public\/  tsconfig.jsonnext-env.d.ts   package.json   postcss.config.mjs  src\/<\/code>
<\/a><\/div><\/pre>\n
<\/figure>\n
<\/figure>\n
\u0412\u0438\u0434\u0438\u043c \u0432 \u0446\u0435\u043b\u043e\u043c «\u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u0443\u044e<\/strong>» \u0440\u0430\u0431\u043e\u0442\u0443 \ud83d\ude01  \u0421 \u0432\u0435\u0440\u0441\u0442\u043a\u043e\u0439 \u043d\u0435 \u0441\u043f\u0440\u0430\u0432\u0438\u043b\u0430\u0441\u044c LLM. \u041f\u0440\u043e\u0431\u043e\u0432\u0430\u043b \u043f\u0435\u0440\u0435\u0434\u0435\u043b\u044b\u0432\u0430\u0442\u044c \u0438 \u0444\u0438\u043a\u0441\u0438\u0442\u044c, \u0430 \u0442\u0430\u043a\u0436\u0435 \u0434\u0435\u043b\u0430\u0442\u044c \u0441 \u043d\u0443\u043b\u044f \u043f\u043e\u0432\u0442\u043e\u0440\u043d\u043e, \u043d\u0438\u0447\u0435\u0433\u043e \u043d\u0435 \u043c\u0435\u043d\u044f\u0435\u0442\u0441\u044f, \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 \u043f\u043e\u0434\u043e\u0431\u043d\u044b\u0439.<\/p>\n
Qwen3.6-35B-A3B-Q4_K_M  <\/strong>\u0442\u0435\u0441\u0442 \u0437\u0430\u0432\u0430\u043b\u0438\u043b\u0430!<\/p>\n
\u0414\u0430\u043b\u0435\u0435 \u0432\u043e\u0437\u044c\u043c\u0435\u043c \u0447\u0443\u0442\u044c \u0432\u044b\u0448\u0435 \u043a\u0432\u0430\u043d\u0442\u043e\u0432\u0430\u043d\u0438\u0435 Qwen3.6-35B-A3B-Q6, <\/strong>\u0440\u0430\u0437\u043c\u0435\u0440 \u043c\u043e\u0434\u0435\u043b\u0438 \u0442\u0430\u043a\u0436\u0435 \u0432 \u0413\u0411 \u043d\u0430 10% \u0432\u044b\u0448\u0435 Q4. \u041f\u043e \u0441\u043a\u043e\u0440\u043e\u0441\u0442\u0438 \u043f\u0440\u0438\u043c\u0435\u0440\u043d\u043e 30 \u043c\u0438\u043d\u0443\u0442 \u043d\u0430 \u0442\u0430\u043a\u043e\u0439 «\u043f\u0440\u043e\u0435\u043a\u0442»<\/p>\n
\u0412 \u0438\u0442\u043e\u0433\u0435 \u0420\u0415\u0417\u0423\u041b\u042c\u0422\u0410\u0422<\/strong>:<\/p>\n
AGENTS.md          next-env.d.ts      postcss.config.mjs  srccomponents\/            srccomponentsfooter\/  srchooks\/CLAUDE.md          node_modules\/      public\/             srccomponentscalculator\/  srccomponentshero\/    srclib\/eslint.config.mjs  package.json       README.md           srccomponentscharts\/      srccomponentsnav\/     tsconfig.jsonnext.config.ts     package-lock.json  src\/                srccomponentsfeatures\/    srccomponentsstats\/<\/code>
<\/a><\/div><\/pre>\n
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Qwen3.6-35B-A3B-Q6  <\/strong>\u0442\u0435\u0441\u0442 \u0417\u0410\u0412\u0410\u041b\u0418\u041b\u0410!<\/strong><\/p>\n
\u0414\u0430\u043b\u0435\u0435 qwen-3.5<\/strong> (\u0442\u0443\u0442 \u043d\u0435 \u043f\u043e\u043c\u043d\u044e, \u0432\u0440\u043e\u0434\u0435 \u0431\u044b \u044d\u0442\u043e 9b \u0431\u044b\u043b\u0430). <\/strong>\u0422\u0430\u043a\u0436\u0435 \u043f\u043e \u0432\u0440\u0435\u043c\u0435\u043d\u0438 20-30 \u043c\u0438\u043d\u0443\u0442<\/strong> \u043d\u0430 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0435<\/p>\n
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\u0418\u0442\u043e\u0433 \u0434\u043b\u044f QWEN’\u043e\u0432<\/strong>:<\/p>\n
\u0412 \u0446\u0435\u043b\u043e\u043c \u0440\u0430\u0431\u043e\u0442\u0430 \u043a\u0432\u0438\u043d\u043e\u0432 \u043f\u043e\u043d\u0440\u0430\u0432\u0438\u043b\u0430\u0441\u044c, \u0441\u043a\u043e\u0440\u0435\u0435 \u0432\u0441\u0435\u0433\u043e \u044d\u0442\u043e \u043b\u0443\u0447\u0448\u0435\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u0435 \u0434\u043b\u044f openclaw \u0438 \u0434\u0440\u0443\u0433\u0438\u0445 \u0430\u0433\u0435\u043d\u0442\u0441\u043a\u0438\u0445 \u0437\u0430\u0434\u0430\u0447, \u043d\u043e \u0434\u043b\u044f \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0432\u0438\u0434\u0438\u043c\u043e \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u043f\u0440\u043e\u0434\u0443\u043c\u044b\u0432\u0430\u0442\u044c \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0443 \u0438 \u043e\u0431\u0440\u0430\u0449\u0430\u0442\u044c\u0441\u044f \u043a «\u0434\u043e\u0440\u043e\u0433\u0438\u043c» \u043c\u043e\u0434\u0435\u043b\u044f\u043c \u0437\u0430 \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u044b\u043c \u043f\u043b\u0430\u043d\u043e\u043c \u0438 \u0434\u0435\u043a\u043e\u043c\u043f\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043d\u0430 \u044d\u0442\u0430\u043f\u044b(\u0444\u0430\u0437\u044b)<\/p>\n
\u0414\u0430\u043b\u0435\u0435<\/strong> \u043f\u0435\u0440\u0435\u0439\u0434\u0435\u043c \u043a<\/strong> Gemma-4-26b-a4b<\/strong> (\u0434\u0438\u0437\u0430\u0439\u043d \u043d\u0435 Deep Blue)<\/p>\n
<\/figure>\n
<\/figure>\n
\u0420\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 \u043f\u043e\u043d\u0440\u0430\u0432\u0438\u043b\u0441\u044f, \u0432\u0441\u0435 \u0438\u0434\u0435\u0430\u043b\u044c\u043d\u043e \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442, \u0445\u043e\u0442\u044c \u0438 \u043f\u0440\u043e\u0449\u0435. 
Gemma-4-26b-a4b<\/strong>  TEST PASSED!<\/strong><\/p>\n
\u0414\u0430\u043b\u0435\u0435<\/strong> Gemma-4-31b<\/strong> , \u0432\u0430\u0440\u0438\u0430\u043d\u0442 \u043f\u043e\u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u0435\u0435, \u043d\u043e \u0414\u041e\u041b\u0413\u0418\u0419! \u041d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0447\u0430\u0441\u043e\u0432.<\/p>\n
<\/figure>\n
<\/figure>\n
\u0420\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 \u0432\u043f\u0435\u0447\u0430\u0442\u043b\u044f\u0435\u0442. \u042d\u0442\u043e \u043f\u043e\u043b\u043d\u043e\u0446\u0435\u043d\u043d\u044b\u0439 \u0440\u0430\u0431\u043e\u0447\u0438\u0439 \u0432\u0430\u0440\u0438\u0430\u043d\u0442.
Gemma-4-31b<\/strong> TEST PASSED! <\/strong>\u0414\u0430 \u0434\u043e\u043b\u0433\u043e, \u043d\u043e \u043c\u043e\u0436\u043d\u043e \u043f\u043e\u0442\u0435\u0440\u043f\u0435\u0442\u044c)<\/p>\n
\u0411\u041e\u041d\u0423\u0421!<\/strong>
Claude Opus 4.7 <\/strong>\u0442\u0430\u043a \u0438 \u043d\u0435 \u0441\u043c\u043e\u0433 \u043f\u043e\u0444\u0438\u043a\u0441\u0438\u0442\u044c \u0437\u0430 5-6 \u0438\u0442\u0435\u0440\u0430\u0446\u0438\u0439 \u0432\u0435\u0440\u0441\u0442\u043a\u0443 «\u043a\u0432\u0438\u043d\u043e\u0432» \ud83d\ude2d<\/p>\n
\u0417\u0410\u041c\u0415\u0427\u0410\u041d\u0418\u042f<\/strong>
\u041f\u0440\u0435\u0434\u0432\u0438\u0436\u0443 \u0432\u043e\u043f\u0440\u043e\u0441\u044b \u0432 \u0441\u0442\u0438\u043b\u0435 «\u043d\u0430\u0434\u043e \u0431\u044b\u043b\u043e \u0441\u043d\u0430\u0447\u0430\u043b\u0430 \u0441\u0434\u0435\u043b\u0430\u0442\u044c \u043f\u043b\u0430\u043d \u0432 Opus\/Gemini 3.1 pro, \u0430 \u043f\u043e\u0442\u043e\u043c \u0443\u0436\u0435 \u0432 \u043b\u043e\u043a\u0430\u043b\u044c\u043d\u0443\u044e \u043c\u043e\u0434\u0435\u043b\u044c \u043f\u0443\u043b\u044f\u0442\u044c». \u0421 \u0447\u0435\u043c \u041d\u0415 \u0421\u041e\u0413\u041b\u0410\u0428\u0423\u0421\u042c, <\/strong>\u0442\u0430\u043a \u043a\u0430\u043a \u043b\u043e\u043a\u0430\u043b\u044c\u043d\u0430\u044f \u043c\u043e\u0434\u0435\u043b\u044c \u041e\u0411\u042f\u0417\u0410\u041d\u0410<\/strong> \u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u0442\u0430\u043a\u0436\u0435, \u043a \u043f\u0440\u0438\u043c\u0435\u0440\u0443, \u0435\u0441\u043b\u0438 \u0443 \u0432\u0430\u0441 \u043d\u0435\u0442 \u0438\u043d\u0442\u0435\u0440\u043d\u0435\u0442\u0430. \u0412\u043e\u0437\u043c\u043e\u0436\u043d\u043e, \u0447\u0442\u043e \u0441 \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u044b\u043c \u043f\u043b\u0430\u043d\u043e\u043c \u0438\u0437 Opus\/Gemini<\/strong> \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u044f\u0442 \u0431\u044b\u043b \u0431\u044b \u0434\u0440\u0443\u0433\u0438\u043c, \u043d\u043e \u044d\u0442\u043e \u043d\u0435 \u0447\u0438\u0441\u0442\u044b\u0439 \u0442\u0435\u0441\u0442.<\/p>\n
\u041c\u043e\u0438 \u0432\u044b\u0432\u043e\u0434\u044b:<\/strong>
\u0412\u0440\u0435\u043c\u044f \u043b\u043e\u043a\u0430\u043b\u044c\u043d\u044b\u0445 \u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0420\u0415\u0410\u041b\u042c\u041d\u041e<\/strong> \u043c\u043e\u0433\u0443\u0442 \u0443\u0436\u0435 \u043f\u0440\u0438\u0448\u043b\u043e, \u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e \u0438\u043c\u0435\u0442\u044c \u043b\u044e\u0431\u043e\u0439 \u043d\u043e\u0443\u0442\u0431\u0443\u043a \u043f\u0440\u0435\u043c\u0438\u0443\u043c \u043a\u043b\u0430\u0441\u0441\u0430 \u0441 DDR5 \u0438\u043b\u0438 \u0442\u043e\u0442 \u0436\u0435 mac<\/strong> \u0441 \u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u044b\u043c \u043a\u043e\u043b-\u0432\u043e\u043c RAM<\/strong>. \u041a \u0441\u043e\u0436\u0430\u043b\u0435\u043d\u0438\u044e \u0441 \u0434\u043b\u0438\u043d\u043d\u044b\u043c \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u043e\u043c \u0435\u0449\u0435 \u043f\u043e\u043a\u0430 \u043d\u0435 \u0440\u0435\u0430\u043b\u044c\u043d\u043e \u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u0438 \u0437\u0430\u043f\u0443\u0441\u043a\u0430\u0442\u044c llm, \u0442\u0430\u043a \u043a\u0430\u043a \u044d\u0442\u043e \u0442\u0440\u0435\u0431\u0443\u0435\u0442 \u04452 RAM \u0432 \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u043c\u043e\u0434\u0435\u043b\u044f\u0445, \u0438 \u043c\u043e\u0433\u0443\u0442 \u0442\u0435\u0440\u044f\u0442\u044c\u0441\u044f \u0434\u0435\u0442\u0430\u043b\u0438, \u043b\u0443\u0447\u0448\u0435 \u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u044c \u043b\u043e\u0433\u0438\u043a\u0435 \u0434\u0435\u043a\u043e\u043c\u043f\u043e\u0437\u0438\u0446\u0438\u0438 \u0437\u0430\u0434\u0430\u0447 \u0438 \u043f\u0440\u0435\u0434\u0432\u0430\u0440\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0440\u0430\u0437\u0431\u0438\u0432\u0430\u0442\u044c \u043f\u043e\u0434\u0437\u0430\u0434\u0430\u0447\u0438 \u0441 \u0441\u043e\u0445\u0440\u0430\u043d\u0435\u043d\u0438\u0435\u043c \u0432 \u0444\u0430\u0439\u043b\u044b. \u0422\u0430\u043a\u0436\u0435 \u043c\u043e\u0436\u043d\u043e \u0441\u043e\u0445\u0440\u0430\u043d\u044f\u0442\u044c \u0438\u0441\u0442\u043e\u0440\u0438\u044e \u0447\u0430\u0442\u0430 \u0441 \u0430\u0433\u0435\u043d\u0442\u043e\u043c \u0432 \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u044b\u0439 \u0444\u0430\u0439\u043b, \u0447\u0442\u043e\u0431\u044b \u043c\u043e\u0436\u043d\u043e \u0431\u044b\u043b\u043e \u0441\u0436\u0430\u0442\u044c \u0435\u0435 \u0438 \u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u044c\u0448\u0435.<\/p>\n
\u041c\u0438\u043d\u0443\u0441\u044b \u043b\u043e\u043a\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0437\u0430\u043f\u0443\u0441\u043a\u0430: <\/strong>\u0436\u0430\u0440\u0438\u0442\u044c \u0441\u0432\u043e\u0435 \u043e\u0431\u043e\u0440\u0443\u0434\u043e\u0432\u0430\u043d\u0438\u0435 \u0438 \u0442\u0435\u0440\u043f\u0435\u0442\u044c \u0442\u043e\u0440\u043c\u043e\u0437\u0430  \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e \u043d\u0435 \u0432\u0441\u0435\u043c \u043f\u043e\u0434\u043e\u0439\u0434\u0435\u0442.<\/p>\n
\u0422\u0443\u0442 \u0434\u043e\u043b\u0436\u043d\u0430 \u0431\u044b\u0442\u044c \u0441\u0441\u044b\u043b\u043a\u0430 \u043d\u0430 \u0442\u0435\u043b\u0435\u0433\u0440\u0430\u043c, \u043d\u043e \u0435\u0435 \u043d\u0435 \u0431\u0443\u0434\u0435\u0442) \u043d\u0443 \u0438\u043b\u0438 \u0438\u0449\u0438\u0442\u0435 linuxlife <\/strong>)<\/p>\n<\/div>\n
\u0441\u0441\u044b\u043b\u043a\u0430 \u043d\u0430 \u043e\u0440\u0438\u0433\u0438\u043d\u0430\u043b \u0441\u0442\u0430\u0442\u044c\u0438 https:\/\/habr.com\/ru\/articles\/1024932\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"
\u0412\u0441\u0435\u043c \u043f\u0440\u0438\u0432\u0435\u0442 ! \u0422\u0435\u043a\u0441\u0442 \u043f\u043e\u043b\u043d\u043e\u0441\u0442\u044c\u044e \u043d\u0430\u043f\u0438\u0441\u0430\u043d \u0447\u0435\u043b\u043e\u0432\u0435\u043a\u043e\u043c \u0438 \u043d\u0435 \u0444\u043e\u0440\u043c\u0430\u0442\u0438\u0440\u043e\u0432\u0430\u043b\u0441\u044f \u0418\u0418 !\u041d\u0430 \u0434\u043d\u044f\u0445 \u0432\u044b\u0448\u043b\u0430 \u043b\u043e\u043a\u0430\u043b\u044c\u043d\u0430\u044f \u043c\u043e\u0434\u0435\u043b\u044c \u043e\u0442 \u0430\u043b\u0438\u0431\u0430\u0431\u044b — Qwen 3.6, \u0432\u0435\u0441\u044c \u0440\u0435\u0434\u0434\u0438\u0442 \u0437\u0430\u0431\u0438\u0442 \u044d\u0442\u043e\u0439 \u0442\u0435\u043c\u043e\u0439. \u0418 \u044f \u0440\u0438\u0441\u043a\u043d\u0443\u043b \u043f\u0440\u043e\u0432\u0435\u0440\u0438\u0442\u044c \u0447\u0442\u043e \u043e\u043d\u0430 \u043c\u043e\u0436\u0435\u0442 \u0432 \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0438 \u0441 Gemma 4 \u041e\u0431\u043e\u0440\u0443\u0434\u043e\u0432\u0430\u043d\u0438\u0435 \u043d\u0430 \u043a\u043e\u0442\u043e\u0440\u043e\u043c \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043b (\u043d\u043e\u0443\u0442\u0431\u0443\u043a Asus Tuf Gaming + \u0434\u0438\u0441\u043a\u0440\u0435\u0442\u043d\u0430\u044f Nvidia rtx 4070 8GB): \u0421\u043e\u0444\u0442: Windows + LMstudio + Zed IDE* \u0441\u0440\u0430\u0437\u0443 \u043e\u0442\u0432\u0435\u0447\u0443 \u043f\u043e\u0447\u0435\u043c\u0443 \u043d\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043b opencode\/claude\/pi.dev \u0438 \u043f\u0440\u043e\u0447\u0438\u0435 cli \u043a\u043b\u0438\u0435\u043d\u0442\u044b, \u0442\u0430\u043a \u043a\u0430\u043a \u0440\u0430\u0431\u043e\u0442\u0430 tools \u0432 \u043d\u0438\u0445 \u0441\u043b\u0430\u0431\u0430\u044f, \u043c\u043d\u043e\u0433\u043e\u0435 \u043d\u0435 \u0437\u0430\u043f\u0443\u0441\u043a\u0430\u0435\u0442\u0441\u044f, \u043b\u0438\u0431\u043e \u043d\u0430 \u0441\u0442\u0430\u0440\u0442\u0435 \u0434\u043e\u043b\u0433\u043e \u0433\u0440\u0443\u0437\u0438\u0442\u0441\u044f \u0438\u0437-\u0437\u0430 \u0441\u0438\u0441\u0442\u0435\u043c\u043d\u044b\u0445 \u043f\u0440\u043e\u043c\u043f\u0442\u043e\u0432, \u0438\u043b\u0438 \u0444\u0430\u0439\u043b\u044b \u043d\u0435 \u0440\u0435\u0434\u0430\u043a\u0442\u0438\u0440\u0443\u044e\u0442\u0441\u044f, \u0438\u043b\u0438 \u0441\u0431\u043e\u0438\u0442 \u043f\u043e\u0441\u0442\u043e\u044f\u043d\u043d\u043e \u0438 LLM \u043d\u0435 \u043c\u043e\u0436\u0435\u0442 \u043f\u043e\u043d\u044f\u0442\u044c \u0432 \u043a\u0430\u043a\u043e\u0439 \u043e\u043d\u0430 \u043e\u0431\u043e\u043b\u043e\u0447\u043a\u0435 — bash \u0438\u043b\u0438 powershell. \u0412 \u0438\u0442\u043e\u0433\u0435 \u043e\u0442\u043b\u0438\u0447\u043d\u043e \u0432\u0441\u0435 \u0437\u0430\u0440\u0430\u0431\u043e\u0442\u0430\u043b\u043e \u0438\u043c\u0435\u043d\u043d\u043e \u0432 Zed IDE \u0441 \u0432\u043a\u043b\u044e\u0447\u0435\u043d\u043d\u044b\u043c AI\u0427\u0442\u043e\u0431\u044b \u0430\u043a\u0442\u0438\u0432\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0447\u0430\u0442 \u0441 \u0430\u0433\u0435\u043d\u0442\u043e\u043c — \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u043d\u0430\u0436\u0430\u0442\u044c \u0432 \u043d\u0438\u0436\u043d\u0435\u043c \u043f\u0440\u0430\u0432\u043e\u043c \u0443\u0433\u043b\u0443 \u0437\u043d\u0430\u0447\u043e\u043a \u201c\u0437\u0432\u0435\u0437\u0434\u043e\u0447\u043a\u0438\u201d. \u0415\u0441\u043b\u0438 \u0435\u0435 \u043d\u0435\u0442 — \u0432 \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0430\u0445 \u043f\u0435\u0440\u0435\u0439\u0442\u0438 \u0432 \u043f\u0443\u043d\u043a\u0442 AI \u0438 \u0430\u043a\u0442\u0438\u0432\u0438\u0440\u043e\u0432\u0430\u0442\u044c\u0414\u043b\u044f \u0442\u0435\u0445 \u043a\u0442\u043e \u0432\u0441\u0435-\u0442\u0430\u043a\u0438 \u0445\u043e\u0447\u0435\u0442 \u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u0432 cli — \u0435\u0441\u0442\u044c \u0440\u0435\u0448\u0435\u043d\u0438\u0435 \u0434\u043b\u044f qwen3.\u0445 \u043c\u043e\u0434\u0435\u043b\u0435\u0439, \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u0432 LMstudio \u043a\u043b\u0438\u043a\u043d\u0443\u0442\u044c \u0441\u043b\u0435\u0432\u0430 \u043d\u0430 \u0437\u043d\u0430\u0447\u043e\u043a «MyModels» (\u0441 \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u0435\u043c \u043f\u0440\u0438 \u043d\u0430\u0432\u0435\u0434\u0435\u043d\u0438\u0438 \u043c\u044b\u0448\u0438)  , \u0432\u044b\u0431\u0440\u0430\u0442\u044c \u043d\u0443\u0436\u043d\u0443\u044e qwen \u043c\u043e\u0434\u0435\u043b\u044c \u0438 \u0441\u043f\u0440\u0430\u0432\u0430 \u043e\u0442 \u043d\u0435\u0435 \u043d\u0430\u0436\u0430\u0442\u044c \u0438\u043a\u043e\u043d\u043a\u0443 \u0448\u0435\u0441\u0442\u0435\u0440\u0435\u043d\u043a\u0438, \u0434\u0430\u043b\u0435\u0435 \u0432\u043e \u0432\u043a\u043b\u0430\u0434\u043a\u0435 inference \u0432 \u0441\u0430\u043c\u043e\u043c \u043d\u0438\u0437\u0443 \u0438\u0437\u043c\u0435\u043d\u0438\u0442\u044c \u0448\u0430\u0431\u043b\u043e\u043d jinja \u043d\u0430 \u044d\u0442\u043e\u0442\u0421\u043a\u0440\u044b\u0442\u044b\u0439 \u0442\u0435\u043a\u0441\u0442{%- set image_count = namespace(value=0) %}{%- set video_count = namespace(value=0) %}{%- macro render_content(content, do_vision_count, is_system_content=false) %}    {%- if content is string %}        {{- content }}    {%- elif content is iterable and content is not mapping %}        {%- for item in content %}            {%- if ‘image’ in item or ‘image_url’ in item or item.type == ‘image’ %}                {%- if is_system_content %}                    {{- raise_exception(‘System message cannot contain images.’) }}                {%- endif %}                {%- if do_vision_count %}                    {%- set image_count.value = image_count.value + 1 %}                {%- endif %}                {%- if add_vision_id %}                    {{- ‘Picture ‘ ~ image_count.value ~ ‘: ‘ }}                {%- endif %}                {{- ‘<|vision_start|><|image_pad|><|vision_end|>’ }}            {%- elif ‘video’ in item or item.type == ‘video’ %}                {%- if is_system_content %}                    {{- raise_exception(‘System message cannot contain videos.’) }}                {%- endif %}                {%- if do_vision_count %}                    {%- set video_count.value = video_count.value + 1 %}                {%- endif %}                {%- if add_vision_id %}                    {{- ‘Video ‘ ~ video_count.value ~ ‘: ‘ }}                {%- endif %}                {{- ‘<|vision_start|><|video_pad|><|vision_end|>’ }}            {%- elif ‘text’ in item %}                {{- item.text }}            {%- else %}                {{- raise_exception(‘Unexpected item type in content.’) }}            {%- endif %}        {%- endfor %}    {%- elif content is none or content is undefined %}        {{- » }}    {%- else %}        {{- raise_exception(‘Unexpected content type.’) }}    {%- endif %}{%- endmacro %}{%- if not messages %}    {{- raise_exception(‘No messages provided.’) }}{%- endif %}{%- if tools and tools is iterable and tools is not mapping %}    {{- ‘<|im_start|>system\\n’ }}    {{- «# Tools\\n\\nYou have access to the following functions:\\n\\n<tools>» }}    {%- for tool in tools %}        {{- «\\n» }}        {{- tool | tojson }}    {%- endfor %}    {{- «\\n<\/tools>» }}    {{- ‘\\n\\nIf you choose to call a function ONLY reply in the following format with NO suffix:\\n\\n<tool_call>\\n<function=example_function_name>\\n<parameter=example_parameter_1>\\nvalue_1\\n<\/parameter>\\n<parameter=example_parameter_2>\\nThis is the value for the second parameter\\nthat can span\\nmultiple lines\\n<\/parameter>\\n<\/function>\\n<\/tool_call>\\n\\n<IMPORTANT>\\nReminder:\\n- Function calls MUST follow the specified format: an inner <function=…><\/function> block must be nested within <tool_call><\/tool_call> XML tags\\n- Required parameters MUST be specified\\n- You may provide optional reasoning for your function call in natural language BEFORE the function call, but NOT after\\n- If there is no function call available, answer the question like normal with your current knowledge and do not tell the user about function calls\\n<\/IMPORTANT>’ }}    {%- if messages[0].role == ‘system’ %}        {%- set content = render_content(messages[0].content, false, true)|trim %}        {%- if content %}            {{- ‘\\n\\n’ + content }}        {%- endif %}    {%- endif %}    {{- ‘<|im_end|>\\n’ }}{%- else %}    {%- if messages[0].role == ‘system’ %}        {%- set content = render_content(messages[0].content, false, true)|trim %}        {{- ‘<|im_start|>system\\n’ + content + ‘<|im_end|>\\n’ }}    {%- endif %}{%- endif %}{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length — 1) %}{%- for message in messages[::-1] %}    {%- set index = (messages|length — 1) — loop.index0 %}    {%- if ns.multi_step_tool and message.role == «user» %}        {%- set content = render_content(message.content, false)|trim %}        {%- if not(content.startswith(‘<tool_response>’) and content.endswith(‘<\/tool_response>’)) %}            {%- set ns.multi_step_tool = false %}            {%- set ns.last_query_index = index %}        {%- endif %}    {%- endif %}{%- endfor %}{%- if ns.multi_step_tool %}    {{- raise_exception(‘No user query found in messages.’) }}{%- endif %}{%- for message in messages %}    {%- set content = render_content(message.content, true)|trim %}    {%- if message.role == «system» %}        {%- if not loop.first %}            {{- raise_exception(‘System message must be at the beginning.’) }}        {%- endif %}    {%- elif message.role == «user» %}        {{- ‘<|im_start|>’ + message.role + ‘\\n’ + content + ‘<|im_end|>’ + ‘\\n’ }}    {%- elif message.role == «assistant» %}        {%- set reasoning_content = » %}        {%- if message.reasoning_content is string %}            {%- set reasoning_content = message.reasoning_content %}        {%- else %}            {%- if ‘<\/think>’ in content %}                {%- set reasoning_content = content.split(‘<\/think>’)[0].rstrip(‘\\n’).split(‘<think>’)[-1].lstrip(‘\\n’) %}                {%- set content = content.split(‘<\/think>’)[-1].lstrip(‘\\n’) %}            {%- endif %}        {%- endif %}        {%- set reasoning_content = reasoning_content|trim %}        {%- if loop.index0 > ns.last_query_index %}            {{- ‘<|im_start|>’ + message.role + ‘\\n<think>\\n’ + ‘I cannot call a tool until I stop thinking.’ + reasoning_content + ‘\\n<\/think>\\n\\n’ + content }}        {%- else %}            {{- ‘<|im_start|>’ + message.role + ‘\\n’ + content }}        {%- endif %}        {%- if message.tool_calls and message.tool_calls is iterable and message.tool_calls is not mapping %}            {%- for tool_call in message.tool_calls %}                {%- if tool_call.function is defined %}                    {%- set tool_call = tool_call.function %}                {%- endif %}                {%- if loop.first %}                    {%- if content|trim %}                        {{- ‘\\n\\n<tool_call>\\n<function=’ + tool_call.name + ‘>\\n’ }}                    {%- else %}                        {{- ‘<tool_call>\\n<function=’ + tool_call.name + ‘>\\n’ }}                    {%- endif %}                {%- else %}                    {{- ‘\\n<tool_call>\\n<function=’ + tool_call.name + ‘>\\n’ }}                {%- endif %}                {%- if tool_call.arguments is mapping %}                    {%- for args_name in tool_call.arguments %}                        {%- set args_value = tool_call.arguments[args_name] %}                        {{- ‘<parameter=’ + args_name + ‘>\\n’ }}                        {%- set args_value = args_value | tojson if args_value is mapping or (args_value is iterable and args_value is not string) else args_value | string %}                        {{- args_value }}                        {{- ‘\\n<\/parameter>\\n’ }}                    {%- endfor %}                {%- endif %}                {{- ‘<\/function>\\n<\/tool_call>’ }}            {%- endfor %}        {%- endif %}        {{- ‘<|im_end|>\\n’ }}    {%- elif message.role == «tool» %}        {%- if loop.previtem and loop.previtem.role != «tool» %}            {{- ‘<|im_start|>user’ }}        {%- endif %}        {{- ‘\\n<tool_response>\\n’ }}        {{- content }}        {{- ‘\\n<\/tool_response>’ }}        {%- if not loop.last and loop.nextitem.role != «tool» %}            {{- ‘<|im_end|>\\n’ }}        {%- elif loop.last %}            {{- ‘<|im_end|>\\n’ }}        {%- endif %}    {%- else %}        {{- raise_exception(‘Unexpected message role.’) }}    {%- endif %}{%- endfor %}{%- if add_generation_prompt %}    {{- ‘<|im_start|>assistant\\n’ }}    {%- if enable_thinking is defined and enable_thinking is false %}        {{- ‘<think>\\n\\n<\/think>\\n\\n’ }}    {%- else %}        {{- ‘<think>\\n’ }}    {%- endif %}{%- endif %}\u0418 \u041f\u0415\u0420\u0415\u0414 \u0442\u0435\u0441\u0442\u043e\u043c, \u0442\u0430\u043c \u0436\u0435 \u0432 \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0430 \u043c\u043e\u0434\u0435\u043b\u0438 \u043d\u0430\u0447\u043d\u0435\u043c \u0441 \u043d\u0435\u0431\u043e\u043b\u044c\u0448\u043e\u0439 \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0438 LMstudio, \u0433\u0434\u0435 jinja \u0448\u0430\u0431\u043b\u043e\u043d \u0437\u0430\u043f\u0440\u043e\u0441\u0430, \u0432 \u043d\u0435\u043c  \u043e\u0442\u043a\u043b\u044e\u0447\u0438\u043c thinkining, \u0447\u0442\u043e\u0431\u044b \u043e\u0442\u0432\u0435\u0442\u044b \u0431\u044b\u043b\u0438 \u0431\u044b\u0441\u0442\u0440\u0435\u0435, \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u0434\u043e\u0431\u0430\u0432\u0438\u0442\u044c \u043f\u0435\u0440\u0432\u043e\u0439 \u0441\u0442\u0440\u043e\u043a\u043e\u0439 \u044d\u0442\u043e{%- set enable_thinking = false %}\u0414\u0430\u043b\u0435\u0435 \u0435\u0441\u043b\u0438 \u043e\u0442\u043c\u043e\u0442\u0430\u0442\u044c \u0432 \u044d\u0442\u043e\u043c \u043e\u043a\u043d\u0435 \u0432\u044b\u0448\u0435 \u0442\u0435\u043c\u043f\u043b\u0435\u0439\u0442\u0430 jinja-\u0448\u0430\u0431\u043b\u043e\u043d\u0430, \u0442\u043e \u043c\u043e\u0436\u043d\u043e \u0437\u0430\u0434\u0430\u0442\u044c \u0441\u0438\u0441\u0442\u0435\u043c\u043d\u044b\u0439 \u043f\u0440\u043e\u043c\u043f\u0442, \u0443 \u043c\u0435\u043d\u044f \u043e\u043d \u0442\u0430\u043a\u043e\u0439 \ud83d\ude01 \u0418\u0434\u0435\u044f \u0431\u044b\u043b\u0430, \u0447\u0442\u043e\u0431\u044b llm \u044d\u043a\u043e\u043d\u043e\u043c\u0438\u043b\u0430 \u0442\u043e\u043a\u0435\u043d\u044b \u0434\u043b\u044f \u0431\u044b\u0441\u0442\u0440\u043e\u0439 \u0440\u0430\u0431\u043e\u0442\u044b. \u041f\u043e \u0444\u0430\u043a\u0442\u0443 \u043d\u0435 \u043c\u043e\u0433\u0443 \u0441\u043a\u0430\u0437\u0430\u0442\u044c \u043f\u043e\u043c\u043e\u0433\u0430\u0435\u0442 \u043b\u0438 \u044d\u0442\u043e \u0438\u043b\u0438 \u043d\u0435\u0442, \u043d\u043e \u0442\u043e\u0447\u043d\u043e llm \u043f\u043e\u043a\u043e\u0440\u043e\u0447\u0435 \u0441\u0442\u0430\u043b\u0430 \u043e\u0442\u0432\u0435\u0447\u0430\u0442\u044c\u0422\u0435\u043f\u0435\u0440\u044c \u0433\u043e\u0442\u043e\u0432\u043e! \u0421\u043d\u0430\u0447\u0430\u043b\u0430 \u043a\u0430\u0447\u0430\u0435\u043c \u043c\u043e\u0434\u0435\u043b\u0438 \u0447\u0435\u0440\u0435\u0437 \u043f\u043e\u0438\u0441\u043a \u0441\u043b\u0435\u0432\u0430. \u0410 \u043f\u043e\u0442\u043e\u043c \u0433\u0440\u0443\u0437\u0438\u043c \u043c\u043e\u0434\u0435\u043b\u044c \u0432 \u043f\u0430\u043c\u044f\u0442\u044c, \u043d\u0430\u0447\u043d\u0435\u043c \u0441 \u041d\u041e\u0412\u0415\u041d\u042c\u041a\u041e\u0419 Qwen3.6-35B-A3B-Q4_K_M \u0433\u0440\u0443\u0437\u0438\u043c \u0435\u0435 \u0432 \u043f\u0430\u043c\u044f\u0442\u044c! \u0412 \u0441\u0430\u043c\u043e\u0439 \u0432\u0435\u0440\u0445\u043d\u0435\u0439 \u0441\u0442\u0440\u043e\u043a\u0435 LMstudio \u043f\u043e \u0446\u0435\u043d\u0442\u0440\u0443 \u0432\u044b\u0431\u0438\u0440\u0430\u0435\u043c \u0417\u0410\u0413\u0420\u0423\u0416\u0415\u041d\u041d\u0423\u042e \u043c\u043e\u0434\u0435\u043b\u044c \u0438 \u0434\u0435\u043b\u0430\u0435\u043c \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0438!\u0432\u0441\u0435 \u043e\u0441\u0442\u0430\u043b\u044c\u043d\u044b\u0435…<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[],"tags":[],"class_list":["post-476462","post","type-post","status-publish","format-standard","hentry"],"_links":{"self":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts\/476462","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=476462"}],"version-history":[{"count":0,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts\/476462\/revisions"}],"wp:attachment":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=476462"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=476462"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=476462"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}