{"id":500598,"date":"2026-10-28T10:08:53","date_gmt":"2026-10-28T07:08:53","guid":{"rendered":"https:\/\/savepearlharbor.com\/?p=500598"},"modified":"2026-10-28T10:08:53","modified_gmt":"2026-10-28T07:08:53","slug":"","status":"publish","type":"post","link":"https:\/\/savepearlharbor.com\/?p=500598","title":{"rendered":"\u041b\u043e\u043a\u0430\u043b\u044c\u043d\u044b\u0439 AI-\u0430\u0441\u0441\u0438\u0441\u0442\u0435\u043d\u0442 \u0432 VS Code: \u0417\u0430\u043f\u0443\u0441\u043a\u0430\u0435\u043c gpt-oss 20B (MoE) \u0441 \u043f\u043b\u0430\u0433\u0438\u043d\u043e\u043c Kilo Code \u043d\u0430 32 \u0413\u0411 \u041e\u0417\u0423"},"content":{"rendered":"<div xmlns=\"http:\/\/www.w3.org\/1999\/xhtml\">\n<p>\u041c\u043d\u043e\u0433\u0438\u0435 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u0438 \u0440\u0430\u043d\u043e \u0438\u043b\u0438 \u043f\u043e\u0437\u0434\u043d\u043e \u0437\u0430\u0434\u0443\u043c\u044b\u0432\u0430\u044e\u0442\u0441\u044f \u043e \u0442\u043e\u043c, \u0447\u0442\u043e\u0431\u044b \u043f\u0435\u0440\u0435\u043d\u0435\u0441\u0442\u0438 AI-\u0430\u0441\u0441\u0438\u0441\u0442\u0435\u043d\u0442\u0430 \u043a \u0441\u0435\u0431\u0435 \u043d\u0430 \u043b\u043e\u043a\u0430\u043b\u044c\u043d\u0443\u044e \u043c\u0430\u0448\u0438\u043d\u0443. \u041f\u0440\u0438\u0447\u0438\u043d\u044b \u0440\u0430\u0437\u043d\u044b\u0435: \u043a\u043e\u0440\u043f\u043e\u0440\u0430\u0442\u0438\u0432\u043d\u044b\u0435 \u043f\u043e\u043b\u0438\u0442\u0438\u043a\u0438 \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u0438, \u043d\u0435\u0436\u0435\u043b\u0430\u043d\u0438\u0435 &#171;\u0441\u043b\u0438\u0432\u0430\u0442\u044c&#187; \u0441\u0432\u043e\u0439 \u043a\u043e\u0434 \u0432 \u043e\u0431\u043b\u0430\u043a\u043e \u0438\u043b\u0438 \u043f\u0440\u043e\u0441\u0442\u043e \u0441\u043f\u043e\u0440\u0442\u0438\u0432\u043d\u044b\u0439 \u0438\u043d\u0442\u0435\u0440\u0435\u0441.<\/p>\n<p>\u0415\u0441\u043b\u0438 \u0432\u044b \u0435\u0449\u0435 \u043d\u0438 \u0440\u0430\u0437\u0443 \u043d\u0435 \u043f\u0440\u043e\u0431\u043e\u0432\u0430\u043b\u0438 \u0440\u0430\u0437\u0432\u0435\u0440\u043d\u0443\u0442\u044c \u043e\u0444\u0444\u043b\u0430\u0439\u043d-\u0440\u0435\u0444\u0435\u0440\u0435\u043d\u0441, \u0441\u0435\u0439\u0447\u0430\u0441 \u2014 \u0441\u0430\u043c\u043e\u0435 \u0432\u0440\u0435\u043c\u044f. \u0421\u043f\u043e\u0439\u043b\u0435\u0440: \u0432\u0430\u043c \u043d\u0435 \u043d\u0443\u0436\u0435\u043d \u0441\u0443\u043f\u0435\u0440\u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440. \u0415\u0441\u043b\u0438 \u0443 \u0432\u0430\u0441 \u0435\u0441\u0442\u044c <strong>32 \u0413\u0411 \u043e\u043f\u0435\u0440\u0430\u0442\u0438\u0432\u043d\u043e\u0439 \u043f\u0430\u043c\u044f\u0442\u0438<\/strong> \u0438 \u043e\u0442\u043d\u043e\u0441\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0441\u0432\u0435\u0436\u0435\u0435 \u0436\u0435\u043b\u0435\u0437\u043e, \u044d\u0442\u043e\u0433\u043e \u0431\u043e\u043b\u0435\u0435 \u0447\u0435\u043c \u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e \u0434\u043b\u044f \u043a\u043e\u043c\u0444\u043e\u0440\u0442\u043d\u043e\u0439 \u0440\u0430\u0431\u043e\u0442\u044b.<\/p>\n<p>\u0412 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u043c\u044b \u0432\u043e\u0437\u044c\u043c\u0435\u043c \u043c\u043e\u0434\u0435\u043b\u044c \u043a\u043b\u0430\u0441\u0441\u0430 20B (\u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, <code>gpt-oss:20b<\/code>). \u0417\u0432\u0443\u0447\u0438\u0442 \u0442\u044f\u0436\u0435\u043b\u043e, \u043d\u043e \u0431\u043b\u0430\u0433\u043e\u0434\u0430\u0440\u044f \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0435 <strong>MoE (Mixture of Experts)<\/strong> \u043c\u043e\u0434\u0435\u043b\u044c \u0430\u043a\u0442\u0438\u0432\u0438\u0440\u0443\u0435\u0442 \u0442\u043e\u043b\u044c\u043a\u043e \u0447\u0430\u0441\u0442\u044c \u0441\u0432\u043e\u0438\u0445 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u043e\u0432 \u0434\u043b\u044f \u043a\u0430\u0436\u0434\u043e\u0433\u043e \u0442\u043e\u043a\u0435\u043d\u0430, \u043f\u043e\u044d\u0442\u043e\u043c\u0443 \u0441\u043a\u043e\u0440\u043e\u0441\u0442\u044c \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u0438 \u0432\u0430\u0441 \u043f\u0440\u0438\u044f\u0442\u043d\u043e \u0443\u0434\u0438\u0432\u0438\u0442 \u0434\u0430\u0436\u0435 \u0431\u0435\u0437 \u0442\u043e\u043f\u043e\u0432\u043e\u0439 \u0432\u0438\u0434\u0435\u043e\u043a\u0430\u0440\u0442\u044b.<\/p>\n<p>\u0410 \u0432 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u0438\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441\u0430 \u043c\u044b \u0431\u0443\u0434\u0435\u043c \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u043e\u0434\u0438\u043d \u0438\u0437 \u0441\u0430\u043c\u044b\u0445 \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u044b\u0445 \u0438 \u043f\u0440\u043e\u0434\u0432\u0438\u043d\u0443\u0442\u044b\u0445 \u043f\u043b\u0430\u0433\u0438\u043d\u043e\u0432 \u0434\u043b\u044f VS Code \u2014 <strong>Kilo Code App<\/strong>. \u042d\u0442\u043e \u043c\u043e\u0449\u043d\u044b\u0439 \u0444\u043e\u0440\u043a \u0438\u0437\u0432\u0435\u0441\u0442\u043d\u043e\u0433\u043e OpenCode (Continue), \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0432\u043a\u043b\u044e\u0447\u0430\u0435\u0442 \u0432 \u0441\u0435\u0431\u044f \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0431\u043e\u043b\u044c\u0448\u0435 \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u0439, \u043d\u043e\u0432\u0448\u0435\u0441\u0442\u0432 \u0438 \u0437\u0430\u0442\u043e\u0447\u0435\u043d \u043f\u043e\u0434 \u0441\u0435\u0440\u044c\u0435\u0437\u043d\u0443\u044e \u0440\u0430\u0431\u043e\u0442\u0443 \u0441 \u0430\u0433\u0435\u043d\u0442\u0430\u043c\u0438 \u0438 \u0442\u0443\u043b\u0430\u043c\u0438 (tools).<\/p>\n<h3>\ud83d\uded1 \u041f\u0440\u043e\u0431\u043b\u0435\u043c\u0430: \u041a\u043e\u0433\u0434\u0430 \u0418\u0418 \u0441\u0445\u043e\u0434\u0438\u0442 \u0441 \u0443\u043c\u0430<\/h3>\n<p>\u0418\u0442\u0430\u043a, \u0432\u044b \u0441\u043a\u0430\u0447\u0430\u043b\u0438 \u043c\u043e\u0434\u0435\u043b\u044c, \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u043b\u0438 Kilo Code App, \u043d\u0430\u0441\u0442\u0440\u043e\u0438\u043b\u0438 \u043f\u043e\u0434\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0435 \u043a \u043b\u043e\u043a\u0430\u043b\u044c\u043d\u043e\u043c\u0443 \u0441\u0435\u0440\u0432\u0435\u0440\u0443 Ollama, \u043d\u0430\u0436\u0438\u043c\u0430\u0435\u0442\u0435 &#171;\u0421\u0433\u0435\u043d\u0435\u0440\u0438\u0440\u043e\u0432\u0430\u0442\u044c&#187;&#8230; \u0438 \u0432\u043c\u0435\u0441\u0442\u043e \u043f\u043e\u043c\u043e\u0449\u0438 \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u0442\u0435 \u0431\u0435\u0441\u043a\u043e\u043d\u0435\u0447\u043d\u044b\u0439 \u043f\u043e\u0442\u043e\u043a \u0448\u0438\u0437\u043e\u0444\u0440\u0435\u043d\u0438\u0438 \u0432 \u043b\u043e\u0433\u0430\u0445.<\/p>\n<p>\u0412\u044b\u0433\u043b\u044f\u0434\u0438\u0442 \u044d\u0442\u043e \u043f\u0440\u0438\u043c\u0435\u0440\u043d\u043e \u0442\u0430\u043a:<\/p>\n<p>Plaintext<\/p>\n<pre><code>work with this python code and repo and find issuesWe need to explain what to do? maybe user needs guidance on something. They didn't ask question explicitly yet.We must respond? Maybe answer expected to be helpful. Let's see. Probably they want assistant to act as J.A.N. help? Could use skill \"kilo-config\". Provide explanation of config and usage.Let's read AGENTS.md for context. Search.Model tried to call unavailable tool 'repo_browser.search'. Available tools: agent_manager, agent_manager_models, background_process, bash, chart, edit, glob, grep, kilo_local_recall, open_plan, question, read, skill, suggest, task, todowrite, webfetch, write.Need search. Use grep.The bash tool was called with invalid arguments: [\"command\"]: is missing and is required. Please rewrite the input so it satisfies the expected schema.We need to respond to user request. They tried a bash tool but error. The system probably expects us to help them? Let's view conversation. There's no previous message from user (except we are ChatGPT). Wait: The system says \u201cYou are a large language model \u2026\u201d and the user said nothing else. But then we got an invocation: \"The bash tool was called with invalid arguments: [\"command\"]: is missing and is required.\" Actually, that's our own error in calling bash. No user query exists.Wait maybe the conversation has not started - but user might be trying something? The system likely expects me to respond or no? It's ambiguous.We may need to provide some guidance about using bash tool correctly? But I suspect this is a bug: The assistant attempted to call the bash function but incorrectly, producing error. There's no input from user specifying command. Maybe we should ask for clarification? According to instruction: respond in commentary for updates while working; final channel with answer. Since there's no actual user instruction, maybe we should explain that we can't do anything until they give a valid command.I'll output a final message asking what they'd like me to do and how to use bash correctly.It looks like the last attempt to run the bash tool was made without specifying a command. The function requires a string argument named command, so an empty list caused the \u201cmissing required field\u201d error.When you want me to execute shell commands, please provide them as a single string in the command: key of the request, e.g.:{  \"name\": \"bash\",  \"arguments\": {    \"command\": \"ls -la\"  }}If you have any specific task or command you'd like me to run\u2014or if you need help formatting a tool invocation\u2014just let me know!3.1 t\/s<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><span class=\"sc-logo-wrapper\"><\/span><\/a><\/div><\/pre>\n<p><strong>\u0427\u0442\u043e \u0437\u0434\u0435\u0441\u044c \u043f\u0440\u043e\u0438\u0437\u043e\u0448\u043b\u043e?<\/strong> \u041c\u043e\u0434\u0435\u043b\u044c \u043f\u043e\u043f\u044b\u0442\u0430\u043b\u0430\u0441\u044c \u0432\u044b\u0437\u0432\u0430\u0442\u044c \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 (tool) <code>bash<\/code>, \u043d\u043e \u0437\u0430\u0431\u044b\u043b\u0430 \u043f\u0435\u0440\u0435\u0434\u0430\u0442\u044c \u0430\u0440\u0433\u0443\u043c\u0435\u043d\u0442\u044b. \u0417\u0430\u0442\u0435\u043c \u043e\u043d\u0430 \u0437\u0430\u043f\u0430\u043d\u0438\u043a\u043e\u0432\u0430\u043b\u0430, \u043d\u0430\u0447\u0430\u043b\u0430 \u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u043d\u0443\u044e \u043e\u0448\u0438\u0431\u043a\u0443, \u0437\u0430\u043f\u0443\u0442\u0430\u043b\u0430\u0441\u044c \u0432 \u043a\u0430\u043d\u0430\u043b\u0430\u0445 \u0441\u0432\u044f\u0437\u0438 (\u0432\u043d\u0443\u0442\u0440\u0435\u043d\u043d\u0438\u0435 \u043c\u044b\u0441\u043b\u0438 vs \u043e\u0442\u0432\u0435\u0442 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044e) \u0438 \u0432 \u0438\u0442\u043e\u0433\u0435 \u043f\u0440\u043e\u0441\u0442\u043e \u0432\u044b\u0432\u0435\u043b\u0430 \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u044e \u043e \u0442\u043e\u043c, \u043a\u0430\u043a \u043d\u0443\u0436\u043d\u043e \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u0431\u0430\u0448\u0435\u043c, \u0445\u043e\u0442\u044f \u043c\u044b \u0435\u0451 \u043e\u0431 \u044d\u0442\u043e\u043c \u043d\u0435 \u043f\u0440\u043e\u0441\u0438\u043b\u0438.<\/p>\n<h3>\ud83d\udee0 \u0420\u0435\u0448\u0435\u043d\u0438\u0435: \u041b\u0435\u0437\u0435\u043c \u043f\u043e\u0434 \u043a\u0430\u043f\u043e\u0442 (Modelfile)<\/h3>\n<p>\u041f\u0440\u043e\u0431\u043b\u0435\u043c\u0430 \u043a\u0440\u043e\u0435\u0442\u0441\u044f \u043d\u0435 \u0432 \u0441\u0430\u043c\u043e\u0439 \u043c\u043e\u0434\u0435\u043b\u0438, \u0430 \u0432 \u0435\u0451 <strong>Modelfile<\/strong> \u2014 \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u043e\u043d\u043d\u043e\u043c \u0444\u0430\u0439\u043b\u0435 Ollama, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u044f\u0435\u0442, \u043a\u0430\u043a \u0444\u043e\u0440\u043c\u0438\u0440\u0443\u0435\u0442\u0441\u044f \u043f\u0440\u043e\u043c\u043f\u0442, \u043a\u0430\u043a \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0442 \u0448\u0430\u0431\u043b\u043e\u043d\u044b (templates) \u0438 \u043a\u0430\u043a\u0438\u0435 \u0441\u0438\u0441\u0442\u0435\u043c\u043d\u044b\u0435 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u044b \u043f\u0440\u0438\u043c\u0435\u043d\u044f\u044e\u0442\u0441\u044f. \u0414\u0435\u0444\u043e\u043b\u0442\u043d\u044b\u0439 \u0442\u0435\u043c\u043f\u043b\u0435\u0439\u0442 \u043f\u0440\u043e\u0441\u0442\u043e \u043d\u0435 \u0443\u043c\u0435\u0435\u0442 \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e &#171;\u0433\u043e\u0442\u043e\u0432\u0438\u0442\u044c&#187; \u0442\u0443\u043b\u044b \u0434\u043b\u044f \u0441\u043b\u043e\u0436\u043d\u044b\u0445 \u043f\u043b\u0430\u0433\u0438\u043d\u043e\u0432 \u0432\u0440\u043e\u0434\u0435 Kilo Code.<\/p>\n<p>\u0427\u0442\u043e\u0431\u044b \u044d\u0442\u043e \u0438\u0441\u043f\u0440\u0430\u0432\u0438\u0442\u044c, \u043d\u0430\u043c \u043d\u0443\u0436\u043d\u043e \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u0441\u0432\u043e\u0439 \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 Modelfile. \u0412\u043e\u0442 \u0433\u043e\u0442\u043e\u0432\u044b\u0439, \u0432\u044b\u043b\u0438\u0437\u0430\u043d\u043d\u044b\u0439 \u0434\u043e \u0438\u0434\u0435\u0430\u043b\u0430 \u043a\u043e\u043d\u0444\u0438\u0433, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0437\u0430\u0441\u0442\u0430\u0432\u0438\u0442 \u0432\u0441\u0451 \u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u043a\u0430\u043a \u0447\u0430\u0441\u044b:<\/p>\n<pre><code>FROM gpt-oss:20b# 40K \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u0430: \u0432\u043c\u0435\u0449\u0430\u0435\u0442 \u0442\u0432\u043e\u0438 \u043f\u0440\u043e\u043c\u043f\u0442\u044b \u043f\u043e 33.5\u041a \u0442\u043e\u043a\u0435\u043d\u043e\u0432 \u0438 \u044d\u043a\u043e\u043d\u043e\u043c\u0438\u0442 70% \u043f\u0430\u043c\u044f\u0442\u0438 KV-\u043a\u044d\u0448\u0430PARAMETER num_ctx 40960# \u0411\u0430\u0442\u0447 512: \u0447\u0435\u043a\u043f\u043e\u0438\u043d\u0442\u044b \u043a\u044d\u0448\u0430 \u0441\u043e\u0445\u0440\u0430\u043d\u044f\u044e\u0442\u0441\u044f \u043a\u0430\u0436\u0434\u044b\u0435 ~35 \u0441\u0435\u043a \u0432\u043c\u0435\u0441\u0442\u043e 3.5 \u043c\u0438\u043d\u0443\u0442PARAMETER num_batch 512PARAMETER num_thread 4# \u0420\u0430\u0437\u0443\u043c\u043d\u044b\u0439 \u043f\u0440\u0435\u0434\u0435\u043b \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u0438 \u0434\u043b\u044f CPU (\u0445\u0432\u0430\u0442\u0438\u0442 \u043d\u0430 \u043c\u044b\u0441\u043b\u0438 + \u0431\u043e\u043b\u044c\u0448\u043e\u0439 diff)PARAMETER num_predict 8192# \u041e\u043f\u0442\u0438\u043c\u0430\u043b\u044c\u043d\u0430\u044f \u0442\u0435\u043c\u043f\u0435\u0440\u0430\u0442\u0443\u0440\u0430 \u0434\u043b\u044f \u043a\u043e\u0434\u0430 \u0438 \u0441\u0442\u0440\u043e\u0433\u043e\u0433\u043e JSON \u0432 \u0442\u0443\u043b\u0430\u0445PARAMETER temperature 0.6PARAMETER top_p 0.95TEMPLATE \"\"\"&lt;|start|&gt;system&lt;|message|&gt;You are ChatGPT, a large language model trained by OpenAI.Knowledge cutoff: 2024-06Current date: 2026-10Reasoning: low{{- $hasNonBuiltinTools := false }}{{- if .Tools -}}{{- $hasBrowserSearch := false }}{{- $hasBrowserOpen := false }}{{- $hasBrowserFind := false }}{{- $hasPython := false }}  {{- range .Tools }}    {{- if eq .Function.Name \"browser.search\" -}}{{- $hasBrowserSearch = true -}}    {{- else if eq .Function.Name \"browser.open\" -}}{{- $hasBrowserOpen = true -}}    {{- else if eq .Function.Name \"browser.find\" -}}{{- $hasBrowserFind = true -}}    {{- else if eq .Function.Name \"python\" -}}{{- $hasPython = true -}}    {{- else }}{{ $hasNonBuiltinTools = true -}}    {{- end }}  {{- end }}{{- if or $hasBrowserSearch $hasBrowserOpen $hasBrowserFind $hasPython }}# Tools{{- if or $hasBrowserSearch $hasBrowserOpen $hasBrowserFind }}## browser\/\/ Tool for browsing.\/\/ The `cursor` appears in brackets before each browsing display: `[{cursor}]`.\/\/ Cite information from the tool using the following format:\/\/ `\u3010{cursor}\u2020L{line_start}(-L{line_end})?\u3011`, for example: `\u30106\u2020L9-L11\u3011` or `\u30108\u2020L3\u3011`.\/\/ Do not quote more than 10 words directly from the tool output.\/\/ sources=web (default: web)namespace browser {{{- if $hasBrowserSearch }}\/\/ Searches for information related to `query` and displays `topn` results.type search = (_: {query: string,topn?: number, \/\/ default: 10source?: string,}) =&gt; any;{{- end }}{{- if $hasBrowserOpen }}\/\/ Opens the link `id` from the page indicated by `cursor` starting at line number `loc`, showing `num_lines` lines.\/\/ Valid link ids are displayed with the formatting: `\u3010{id}\u2020.*\u3011`.\/\/ If `cursor` is not provided, the most recent page is implied.\/\/ If `id` is a string, it is treated as a fully qualified URL associated with `source`.\/\/ If `loc` is not provided, the viewport will be positioned at the beginning of the document or centered on the most relevant passage, if available.\/\/ Use this function without `id` to scroll to a new location of an opened page.type open = (_: {id?: number | string, \/\/ default: -1cursor?: number, \/\/ default: -1loc?: number, \/\/ default: -1num_lines?: number, \/\/ default: -1view_source?: boolean, \/\/ default: falsesource?: string,}) =&gt; any;{{- end }}{{- if $hasBrowserFind }}\/\/ Finds exact matches of `pattern` in the current page, or the page given by `cursor`.type find = (_: {pattern: string,cursor?: number, \/\/ default: -1}) =&gt; any;{{- end }}} \/\/ namespace browser{{- end }}{{\/* end if has browser tools *\/}}{{- if $hasPython }}## pythonUse this tool to execute Python code in your chain of thought. The code will not be shown to the user. This tool should be used for internal reasoning, but not for code that is intended to be visible to the user (e.g. when creating plots, tables, or files).When you send a message containing Python code to python, it will be executed in a stateful Jupyter notebook environment. python will respond with the output of the execution or time out after 120.0 seconds. The drive at '\/mnt\/data' can be used to save and persist user files. Internet access for this session is UNKNOWN. Depends on the cluster.{{- end }}{{\/* end if hasPython *\/}}{{- end }}{{\/* end if has any built-in tools *\/}}{{- end }}{{\/* end if .Tools *\/}}# Valid channels: analysis, commentary, final. Channel must be included for every message.{{ if $hasNonBuiltinTools }}Calls to these tools must go to the commentary channel: 'functions'.{{- end -}}&lt;|end|&gt;{{\/* end of system *\/ -}}{{- if or $hasNonBuiltinTools .System -}}&lt;|start|&gt;developer&lt;|message|&gt;{{- if $hasNonBuiltinTools }}# Tools## functionsnamespace functions {{{- range .Tools }}{{- if not (or (eq .Function.Name \"browser.search\") (eq .Function.Name \"browser.open\") (eq .Function.Name \"browser.find\") (eq .Function.Name \"python\")) }}{{if .Function.Description }}\/\/ {{ .Function.Description }}{{- end }}{{- if and .Function.Parameters.Properties (gt (len .Function.Parameters.Properties) 0) }}type {{ .Function.Name }} = (_: {{{- range $name, $prop := .Function.Parameters.Properties }}{{- if $prop.Description }}  \/\/ {{ $prop.Description }}{{- end }}  {{ $name }}: {{ $prop | toTypeScriptType }},{{- end }}}) =&gt; any;{{- else }}type {{ .Function.Name }} = () =&gt; any;{{- end }}{{- end }}{{\/* end if not browser tool *\/}}{{- end }}{{\/* end of range .Tools *\/}}} \/\/ namespace functions\/\/ Tool calling rules:\/\/ 1. Invoke only ONE tool per turn using: &lt;|channel|&gt;commentary to=functions.&lt;tool_name&gt; &lt;|constrain|&gt;json&lt;|message|&gt;{...}&lt;|call|&gt;\/\/ 2. Arguments MUST be strictly valid JSON with all newlines and quotes inside strings properly escaped.\/\/ 3. After receiving a tool result, continue reasoning in the `analysis` channel and either call the next tool or provide the final response in the `final` channel.{{- end }}{{\/* end if hasNonBuiltinTools *\/}}{{- if .System }}# Instructions{{ .System }}{{- end -}}&lt;|end|&gt;{{- end -}}{{- \/* Find the index of the last user message *\/ -}}{{- $lastUserIdx := -1 }}{{- $prefillingContent := false }}{{- $prefillingThinkingOnly := false }}{{- range $i, $msg := .Messages }}  {{- $last := eq (len (slice $.Messages $i)) 1 -}}  {{- if eq $msg.Role \"user\" }}    {{- $lastUserIdx = $i }}  {{- end -}}  {{- if and $last (eq $msg.Role \"assistant\") (gt (len $msg.Content) 0) }}    {{- $prefillingContent = true }}  {{- else if and $last (eq $msg.Role \"assistant\") (gt (len $msg.Thinking) 0) }}    {{- $prefillingThinkingOnly = true }}  {{- end }}{{- end -}}{{- \/* Now render messages *\/ -}}{{- range $i, $msg := .Messages }}  {{- $last := eq (len (slice $.Messages $i)) 1 -}}  {{- if (ne $msg.Role \"system\") -}}    {{- if eq $msg.Role \"tool\" -}}      {{- if or (eq $msg.ToolName \"python\") (eq $msg.ToolName \"browser.search\") (eq $msg.ToolName \"browser.open\") (eq $msg.ToolName \"browser.find\") -}}        &lt;|start|&gt;{{ $msg.ToolName }} to=assistant&lt;|message|&gt;{{ $msg.Content }}&lt;|end|&gt;      {{- else if $msg.ToolName -}}        &lt;|start|&gt;functions.{{ $msg.ToolName }} to=assistant&lt;|message|&gt;{{ $msg.Content }}&lt;|end|&gt;      {{- else -}}        &lt;|start|&gt;functions to=assistant&lt;|message|&gt;{{ $msg.Content }}&lt;|end|&gt;      {{- end -}}    {{- else if eq $msg.Role \"assistant\" -}}      {{- if and $msg.Thinking (gt $i $lastUserIdx) -}}{{- \/* Show thinking only after last user message *\/ -}}      &lt;|start|&gt;assistant&lt;|channel|&gt;analysis&lt;|message|&gt;{{ $msg.Thinking }}{{- if not $prefillingThinkingOnly -}}&lt;|end|&gt;{{- end -}}      {{- end -}}      {{- if gt (len $msg.Content) 0 -}}      &lt;|start|&gt;assistant&lt;|channel|&gt;{{ if gt (len $msg.ToolCalls) 0 }}commentary{{ else }}final{{ end }}&lt;|message|&gt;{{ $msg.Content }}{{- if not $prefillingContent -}}&lt;|end|&gt;{{- end -}}      {{- end -}}      {{- if gt (len $msg.ToolCalls) 0 -}}        {{- range $j, $toolCall := $msg.ToolCalls -}}          {{- $isBuiltin := or (eq $toolCall.Function.Name \"python\") (eq $toolCall.Function.Name \"browser.search\") (eq $toolCall.Function.Name \"browser.open\") (eq $toolCall.Function.Name \"browser.find\") -}}          &lt;|start|&gt;assistant&lt;|channel|&gt;{{ if $isBuiltin }}analysis{{ else }}commentary{{ end }} to={{ if not $isBuiltin }}functions.{{ end }}{{ $toolCall.Function.Name }} &lt;|constrain|&gt;json&lt;|message|&gt;{{ $toolCall.Function.Arguments }}&lt;|call|&gt;        {{- end -}}      {{- end -}}    {{- else if eq $msg.Role \"user\" -}}      &lt;|start|&gt;{{ $msg.Role }}&lt;|message|&gt;{{ $msg.Content }}&lt;|end|&gt;    {{- end }}  {{- end }}{{- end -}}{{- if not (or $prefillingContent $prefillingThinkingOnly) -}}&lt;|start|&gt;assistant{{- end -}}\"\"\"<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><span class=\"sc-logo-wrapper icon-only\"><\/span><\/a><\/div><\/pre>\n<h3>\ud83e\udde0 \u0420\u0430\u0437\u0431\u043e\u0440 \u043f\u043e\u043b\u0435\u0442\u043e\u0432: \u0427\u0442\u043e \u043c\u044b \u0438\u0437\u043c\u0435\u043d\u0438\u043b\u0438 \u0438 \u043f\u043e\u0447\u0435\u043c\u0443 \u044d\u0442\u043e \u0441\u0440\u0430\u0431\u043e\u0442\u0430\u043b\u043e?   <\/h3>\n<p>\u0420\u0430\u0437\u043d\u0438\u0446\u0430 \u043c\u0435\u0436\u0434\u0443 \u0441\u0442\u0430\u0440\u044b\u043c \u043d\u0435\u0440\u0430\u0431\u043e\u0447\u0438\u043c \u043f\u0440\u043e\u0444\u0438\u043b\u0435\u043c \u0438 \u043d\u0430\u0448\u0438\u043c \u043d\u043e\u0432\u044b\u043c \u0437\u0430\u043a\u043b\u044e\u0447\u0430\u0435\u0442\u0441\u044f \u0432 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u0445 \u043a\u0440\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u044f\u0445:<\/p>\n<h4>1. \u041f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u0430\u044f \u043c\u0430\u0440\u0448\u0440\u0443\u0442\u0438\u0437\u0430\u0446\u0438\u044f \u043a\u0430\u043d\u0430\u043b\u043e\u0432 (Channel Routing)<\/h4>\n<p>\u0410\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430 \u043e\u0431\u0449\u0435\u043d\u0438\u044f \u0441 \u0442\u0430\u043a\u0438\u043c\u0438 \u043c\u043e\u0434\u0435\u043b\u044f\u043c\u0438 \u0442\u0440\u0435\u0431\u0443\u0435\u0442 \u0441\u0442\u0440\u043e\u0433\u043e\u0433\u043e \u0440\u0430\u0437\u0434\u0435\u043b\u0435\u043d\u0438\u044f \u043d\u0430 \u043a\u0430\u043d\u0430\u043b\u044b. \u0415\u0441\u043b\u0438 \u0418\u0418 \u0440\u0430\u0441\u0441\u0443\u0436\u0434\u0430\u0435\u0442, \u044d\u0442\u043e \u043a\u0430\u043d\u0430\u043b <code>analysis<\/code>. \u0415\u0441\u043b\u0438 \u043e\u043d \u0432\u044b\u0437\u044b\u0432\u0430\u0435\u0442 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \u2014 <code>commentary<\/code>. \u0415\u0441\u043b\u0438 \u043e\u0442\u0432\u0435\u0447\u0430\u0435\u0442 \u044e\u0437\u0435\u0440\u0443 \u2014 <code>final<\/code>. \u0412 \u0434\u0435\u0444\u043e\u043b\u0442\u043d\u043e\u043c \u0448\u0430\u0431\u043b\u043e\u043d\u0435 \u0432\u0435\u0441\u044c \u0442\u0435\u043a\u0441\u0442 \u0430\u0441\u0441\u0438\u0441\u0442\u0435\u043d\u0442\u0430 \u043f\u0440\u0438\u043d\u0443\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u044f\u043b\u0441\u044f \u0432 \u043a\u0430\u043d\u0430\u043b <code>final<\/code>. \u0418\u0437-\u0437\u0430 \u044d\u0442\u043e\u0433\u043e \u043f\u0430\u0440\u0441\u0435\u0440 \u043b\u043e\u043c\u0430\u043b\u0441\u044f, \u043c\u043e\u0434\u0435\u043b\u044c \u043f\u044b\u0442\u0430\u043b\u0430\u0441\u044c \u0432\u044b\u0437\u0432\u0430\u0442\u044c tool \u0442\u0435\u043a\u0441\u0442\u043e\u043c, \u0430\u0434\u0440\u0435\u0441\u043e\u0432\u0430\u043d\u043d\u044b\u043c \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044e, \u0438 \u0432\u0441\u0451 \u043f\u0430\u0434\u0430\u043b\u043e. \u041c\u044b \u0434\u043e\u0431\u0430\u0432\u0438\u043b\u0438 \u043b\u043e\u0433\u0438\u043a\u0443:<code>&lt;|start|&gt;assistant&lt;|channel|&gt;{{ if gt (len $msg.ToolCalls) 0 }}commentary{{ else }}final{{ end }}&lt;|message|&gt;<\/code> \u0422\u0435\u043f\u0435\u0440\u044c, \u0435\u0441\u043b\u0438 \u043c\u043e\u0434\u0435\u043b\u044c \u0433\u0435\u043d\u0435\u0440\u0438\u0440\u0443\u0435\u0442 \u0432\u044b\u0437\u043e\u0432 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430, \u0442\u0435\u043a\u0441\u0442 \u043b\u0435\u0433\u0438\u0442\u0438\u043c\u043d\u043e \u0443\u0445\u043e\u0434\u0438\u0442 \u0432\u043e \u0432\u043d\u0443\u0442\u0440\u0435\u043d\u043d\u0438\u0439 \u043a\u0430\u043d\u0430\u043b <code>commentary<\/code>.<\/p>\n<h4>2. \u0417\u0430\u0449\u0438\u0442\u0430 \u043e\u0442 \u0433\u0430\u043b\u043b\u044e\u0446\u0438\u043d\u0430\u0446\u0438\u0439 \u0442\u0443\u043b\u043e\u0432 (Tool Calling Rules)<\/h4>\n<p>Open-source \u043c\u043e\u0434\u0435\u043b\u0438 \u043f\u043e\u0440\u043e\u0439 &#171;\u0437\u0430\u0431\u044b\u0432\u0430\u044e\u0442&#187;, \u043a\u0430\u043a \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e \u0432\u044b\u0437\u044b\u0432\u0430\u0442\u044c \u0444\u0443\u043d\u043a\u0446\u0438\u0438, \u0433\u0435\u043d\u0435\u0440\u0438\u0440\u0443\u044f \u043d\u0435\u0432\u0430\u043b\u0438\u0434\u043d\u044b\u0439 JSON \u0438\u043b\u0438 \u043f\u044b\u0442\u0430\u044f\u0441\u044c \u0432\u044b\u0437\u0432\u0430\u0442\u044c \u0442\u0440\u0438 \u0442\u0443\u043b\u0430 \u043e\u0434\u043d\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e. \u041c\u044b \u0434\u043e\u0431\u0430\u0432\u0438\u043b\u0438 \u0441\u0442\u0440\u043e\u0433\u0438\u0435 \u043f\u0440\u0430\u0432\u0438\u043b\u0430 \u043f\u0440\u044f\u043c\u043e \u0432 \u0441\u0438\u0441\u0442\u0435\u043c\u043d\u044b\u0439 \u043f\u0440\u043e\u043c\u043f\u0442:<\/p>\n<ul>\n<li>\n<p><em>Invoke only ONE tool per turn&#8230;<\/em> (\u041e\u0434\u0438\u043d \u0442\u0443\u043b \u0437\u0430 \u0440\u0430\u0437).<\/p>\n<\/li>\n<li>\n<p><em>Arguments MUST be strictly valid JSON&#8230;<\/em> (\u0421\u0442\u0440\u043e\u0433\u0438\u0439 JSON).<\/p>\n<\/li>\n<\/ul>\n<h4>3. \u0418\u043d\u044a\u0435\u043a\u0446\u0438\u044f \u043e\u0442\u0432\u0435\u0442\u043e\u0432 \u043e\u0442 \u043f\u043b\u0430\u0433\u0438\u043d\u0430<\/h4>\n<p>\u041a\u043e\u0433\u0434\u0430 Kilo Code \u0432\u044b\u043f\u043e\u043b\u043d\u044f\u0435\u0442 \u043a\u043e\u043c\u0430\u043d\u0434\u0443 (\u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u043f\u0430\u0440\u0441\u0438\u0442 \u0440\u0435\u043f\u043e\u0437\u0438\u0442\u043e\u0440\u0438\u0439 \u0447\u0435\u0440\u0435\u0437 <code>bash<\/code>), \u043e\u043d \u0432\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u0435\u0442 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442. \u0421\u0442\u0430\u0440\u044b\u0439 \u0442\u0435\u043c\u043f\u043b\u0435\u0439\u0442 \u043d\u0435 \u0437\u043d\u0430\u043b, \u043a\u0430\u043a \u043e\u0442\u043e\u0431\u0440\u0430\u0437\u0438\u0442\u044c \u044d\u0442\u043e\u0442 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 \u043c\u043e\u0434\u0435\u043b\u0438, \u0435\u0441\u043b\u0438 \u0438\u043c\u044f \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430 \u043d\u0435 \u0441\u043e\u0432\u043f\u0430\u0434\u0430\u043b\u043e \u0441 \u0445\u0430\u0440\u0434\u043a\u043e\u0434\u043e\u043c. \u041c\u044b \u0434\u043e\u0431\u0430\u0432\u0438\u043b\u0438 \u043a\u043e\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u044e <code>{{- else if $msg.ToolName -}}<\/code> \u0438 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0430\u043b\u044c\u043d\u044b\u0439 fallback <code>{{- else -}} &lt;|start|&gt;functions to=assistant...<\/code>. \u0422\u0435\u043f\u0435\u0440\u044c \u0418\u0418 \u0440\u0435\u0430\u043b\u044c\u043d\u043e &#171;\u0432\u0438\u0434\u0438\u0442&#187; \u0432\u044b\u0432\u043e\u0434 \u043a\u043e\u043d\u0441\u043e\u043b\u0438.<\/p>\n<h4>4. \u0422\u044e\u043d\u0438\u043d\u0433 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u043e\u0432<\/h4>\n<ul>\n<li>\n<p><code><strong>temperature 0.6<\/strong><\/code>: \u0421\u043d\u0438\u0437\u0438\u043b\u0438 \u0441 1.0. \u0412\u044b\u0441\u043e\u043a\u0430\u044f \u043a\u0440\u0435\u0430\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u044c \u2014 \u0432\u0440\u0430\u0433 \u0441\u0442\u0440\u043e\u0433\u043e\u0433\u043e JSON. \u041d\u0430 0.6 \u043c\u043e\u0434\u0435\u043b\u044c \u0433\u0435\u043d\u0435\u0440\u0438\u0440\u0443\u0435\u0442 \u043a\u043e\u0434 \u0438 \u0430\u0440\u0433\u0443\u043c\u0435\u043d\u0442\u044b \u0433\u043e\u0440\u0430\u0437\u0434\u043e \u0434\u0435\u0442\u0435\u0440\u043c\u0438\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u0435\u0435.<\/p>\n<\/li>\n<li>\n<p><code><strong>num_predict 8192<\/strong><\/code>: \u0412\u044b\u0437\u043e\u0432 \u0442\u0443\u043b\u043e\u0432 \u0438 Chain-of-Thought (\u043c\u044b\u0441\u043b\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u043f\u0440\u043e\u0446\u0435\u0441\u0441) \u0441\u044a\u0435\u0434\u0430\u044e\u0442 \u043a\u0443\u0447\u0443 \u0442\u043e\u043a\u0435\u043d\u043e\u0432. \u0414\u0435\u0444\u043e\u043b\u0442\u043d\u044b\u0445 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0439 \u043d\u0435 \u0445\u0432\u0430\u0442\u0430\u0435\u0442, \u0438 \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u044f \u043c\u043e\u0436\u0435\u0442 \u043e\u0431\u043e\u0440\u0432\u0430\u0442\u044c\u0441\u044f \u043d\u0430 \u0441\u0435\u0440\u0435\u0434\u0438\u043d\u0435 JSON&#8217;\u0430.<\/p>\n<\/li>\n<li>\n<p><code><strong>num_ctx 40960<\/strong><\/code>: \u0420\u0430\u0437\u0434\u0443\u043b\u0438 \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442 \u0434\u043e 40K, \u0447\u0442\u043e\u0431\u044b \u0442\u0443\u0434\u0430 \u0432\u043b\u0435\u0437\u0430\u043b\u0438 \u0438 \u043e\u0433\u0440\u043e\u043c\u043d\u044b\u0435 \u043f\u0440\u043e\u043c\u043f\u0442\u044b \u043f\u043b\u0430\u0433\u0438\u043d\u0430 (\u0434\u043e 33.5\u041a), \u0438 \u0438\u0441\u0442\u043e\u0440\u0438\u044f \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u0430, \u043f\u0440\u0438 \u044d\u0442\u043e\u043c \u044d\u043a\u043e\u043d\u043e\u043c\u044f \u043f\u0430\u043c\u044f\u0442\u044c KV-\u043a\u044d\u0448\u0430.<\/p>\n<\/li>\n<\/ul>\n<h3>\ud83d\udcbb \u041a\u0430\u043a \u043f\u0440\u0438\u043c\u0435\u043d\u0438\u0442\u044c \u044d\u0442\u043e\u0442 \u043f\u0430\u0442\u0447<\/h3>\n<ol>\n<li>\n<p>\u0421\u043e\u0445\u0440\u0430\u043d\u0438\u0442\u0435 \u043a\u043e\u0434 \u0432\u044b\u0448\u0435 \u0432 \u0444\u0430\u0439\u043b \u0441 \u0438\u043c\u0435\u043d\u0435\u043c <code>Modelfile<\/code> (\u0431\u0435\u0437 \u0440\u0430\u0441\u0448\u0438\u0440\u0435\u043d\u0438\u044f) \u043d\u0430 \u0432\u0430\u0448\u0435\u043c \u041f\u041a.<\/p>\n<\/li>\n<li>\n<p>\u041e\u0442\u043a\u0440\u043e\u0439\u0442\u0435 \u0442\u0435\u0440\u043c\u0438\u043d\u0430\u043b \u0438 \u0441\u043e\u0431\u0435\u0440\u0438\u0442\u0435 \u043d\u043e\u0432\u0443\u044e \u043c\u043e\u0434\u0435\u043b\u044c \u0447\u0435\u0440\u0435\u0437 Ollama:<\/p>\n<p>Bash<\/p>\n<pre><code>ollama create gpt-oss-kilo -f Modelfile<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><span class=\"sc-logo-wrapper icon-only\"><\/span><\/a><\/div><\/pre>\n<\/li>\n<li>\n<p>\u0417\u0430\u0439\u0434\u0438\u0442\u0435 \u0432 \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0438 VS Code, \u043d\u0430\u0439\u0434\u0438\u0442\u0435 \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u044e <strong>Kilo Code<\/strong> (\u043e\u0431\u044b\u0447\u043d\u043e <code>config.json<\/code> \u0432 <code>~\/.continue\/<\/code> \u0438\u043b\u0438 <code>~\/.kilo\/<\/code>) \u0438 \u0443\u043a\u0430\u0436\u0438\u0442\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u0432\u0430\u0448\u0435\u0439 \u043d\u043e\u0432\u043e\u0439 \u043c\u043e\u0434\u0435\u043b\u0438:<\/p>\n<p>JSON<\/p>\n<pre><code>\"models\": [     {       \"title\": \"Claude 3.5 Sonnet\",       \"provider\": \"anthropic\",       \"model\": \"claude-3-5-sonnet-latest\"     },+    {+      \"title\": \"Local GPT-OSS (MoE)\",+      \"provider\": \"ollama\",+      \"model\": \"gpt-oss-kilo\"+    }   ],<\/code><div class=\"code-explainer\"><a href=\"https:\/\/sourcecraft.dev\/\" class=\"tm-button code-explainer__link\" style=\"visibility: hidden;\"><span class=\"sc-logo-wrapper icon-only\"><\/span><\/a><\/div><\/pre>\n<\/li>\n<\/ol>\n<h3>\u0417\u0430\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0435<\/h3>\n<p>\u0412\u0441\u0435\u0433\u043e \u043f\u0430\u0440\u0430 \u0434\u0435\u0441\u044f\u0442\u043a\u043e\u0432 \u0441\u0442\u0440\u043e\u043a \u0432 \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u0438 \u0448\u0430\u0431\u043b\u043e\u043d\u0430 \u2014 \u0438 \u043c\u044b \u0437\u0430\u0441\u0442\u0430\u0432\u0438\u043b\u0438 Kilo Code App \u0438\u0434\u0435\u0430\u043b\u044c\u043d\u043e \u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u0441 \u043b\u043e\u043a\u0430\u043b\u044c\u043d\u043e\u0439 \u043c\u043e\u0434\u0435\u043b\u044c\u044e \u043f\u0440\u044f\u043c\u043e \u0432 VS Code. \u0411\u043e\u043b\u044c\u0448\u0435 \u043d\u0438\u043a\u0430\u043a\u0438\u0445 \u043f\u0430\u043d\u0438\u043a \u043f\u0440\u0438 \u0432\u044b\u0437\u043e\u0432\u0435 bash-\u043a\u043e\u043c\u0430\u043d\u0434 \u0438\u043b\u0438 \u043f\u043e\u0442\u0435\u0440\u044f\u043d\u043d\u043e\u0433\u043e \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u0430. \u0412\u044b \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u0442\u0435 \u0430\u0432\u0442\u043e\u043d\u043e\u043c\u043d\u043e\u0433\u043e, \u0431\u0435\u0441\u043f\u043b\u0430\u0442\u043d\u043e\u0433\u043e \u0438 \u043f\u0440\u0438\u0432\u0430\u0442\u043d\u043e\u0433\u043e \u0430\u0441\u0441\u0438\u0441\u0442\u0435\u043d\u0442\u0430, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0448\u0443\u0441\u0442\u0440\u043e \u0431\u0435\u0433\u0430\u0435\u0442 \u043d\u0430 \u0432\u0430\u0448\u0438\u0445 32 \u0413\u0411 \u043f\u0430\u043c\u044f\u0442\u0438 \u0431\u043b\u0430\u0433\u043e\u0434\u0430\u0440\u044f \u043c\u0430\u0433\u0438\u0438 MoE.<\/p>\n<p>\u0423\u0434\u0430\u0447\u043d\u043e\u0433\u043e \u043a\u043e\u0434\u0438\u043d\u0433\u0430! \u0415\u0441\u043b\u0438 \u0432\u044b \u0442\u043e\u0436\u0435 \u044d\u043a\u0441\u043f\u0435\u0440\u0438\u043c\u0435\u043d\u0442\u0438\u0440\u0443\u0435\u0442\u0435 \u0441 \u043b\u043e\u043a\u0430\u043b\u044c\u043d\u044b\u043c\u0438 \u0430\u0433\u0435\u043d\u0442\u0430\u043c\u0438, \u0434\u0435\u043b\u0438\u0442\u0435\u0441\u044c \u0432 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u044f\u0445 \u0441\u0432\u043e\u0438\u043c\u0438 \u0441\u0431\u043e\u0440\u043a\u0430\u043c\u0438 Modelfile.<\/p>\n<p><\/p>\n<\/div>\n<p>\u0441\u0441\u044b\u043b\u043a\u0430 \u043d\u0430 \u043e\u0440\u0438\u0433\u0438\u043d\u0430\u043b \u0441\u0442\u0430\u0442\u044c\u0438 <a href=\"https:\/\/habr.com\/ru\/articles\/1100390\/\">https:\/\/habr.com\/ru\/articles\/1100390\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u041c\u043d\u043e\u0433\u0438\u0435 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u0438 \u0440\u0430\u043d\u043e \u0438\u043b\u0438 \u043f\u043e\u0437\u0434\u043d\u043e \u0437\u0430\u0434\u0443\u043c\u044b\u0432\u0430\u044e\u0442\u0441\u044f \u043e \u0442\u043e\u043c, \u0447\u0442\u043e\u0431\u044b \u043f\u0435\u0440\u0435\u043d\u0435\u0441\u0442\u0438 AI-\u0430\u0441\u0441\u0438\u0441\u0442\u0435\u043d\u0442\u0430 \u043a \u0441\u0435\u0431\u0435 \u043d\u0430 \u043b\u043e\u043a\u0430\u043b\u044c\u043d\u0443\u044e \u043c\u0430\u0448\u0438\u043d\u0443. \u041f\u0440\u0438\u0447\u0438\u043d\u044b \u0440\u0430\u0437\u043d\u044b\u0435: \u043a\u043e\u0440\u043f\u043e\u0440\u0430\u0442\u0438\u0432\u043d\u044b\u0435 \u043f\u043e\u043b\u0438\u0442\u0438\u043a\u0438 \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u0438, \u043d\u0435\u0436\u0435\u043b\u0430\u043d\u0438\u0435 &#171;\u0441\u043b\u0438\u0432\u0430\u0442\u044c&#187; \u0441\u0432\u043e\u0439 \u043a\u043e\u0434 \u0432 \u043e\u0431\u043b\u0430\u043a\u043e \u0438\u043b\u0438 \u043f\u0440\u043e\u0441\u0442\u043e \u0441\u043f\u043e\u0440\u0442\u0438\u0432\u043d\u044b\u0439 \u0438\u043d\u0442\u0435\u0440\u0435\u0441.\u0415\u0441\u043b\u0438 \u0432\u044b \u0435\u0449\u0435 \u043d\u0438 \u0440\u0430\u0437\u0443 \u043d\u0435 \u043f\u0440\u043e\u0431\u043e\u0432\u0430\u043b\u0438 \u0440\u0430\u0437\u0432\u0435\u0440\u043d\u0443\u0442\u044c \u043e\u0444\u0444\u043b\u0430\u0439\u043d-\u0440\u0435\u0444\u0435\u0440\u0435\u043d\u0441, \u0441\u0435\u0439\u0447\u0430\u0441 \u2014 \u0441\u0430\u043c\u043e\u0435 \u0432\u0440\u0435\u043c\u044f. \u0421\u043f\u043e\u0439\u043b\u0435\u0440: \u0432\u0430\u043c \u043d\u0435 \u043d\u0443\u0436\u0435\u043d \u0441\u0443\u043f\u0435\u0440\u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440. \u0415\u0441\u043b\u0438 \u0443 \u0432\u0430\u0441 \u0435\u0441\u0442\u044c 32 \u0413\u0411 \u043e\u043f\u0435\u0440\u0430\u0442\u0438\u0432\u043d\u043e\u0439 \u043f\u0430\u043c\u044f\u0442\u0438 \u0438 \u043e\u0442\u043d\u043e\u0441\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0441\u0432\u0435\u0436\u0435\u0435 \u0436\u0435\u043b\u0435\u0437\u043e, \u044d\u0442\u043e\u0433\u043e \u0431\u043e\u043b\u0435\u0435 \u0447\u0435\u043c \u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e \u0434\u043b\u044f \u043a\u043e\u043c\u0444\u043e\u0440\u0442\u043d\u043e\u0439 \u0440\u0430\u0431\u043e\u0442\u044b.\u0412 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u043c\u044b \u0432\u043e\u0437\u044c\u043c\u0435\u043c \u043c\u043e\u0434\u0435\u043b\u044c \u043a\u043b\u0430\u0441\u0441\u0430 20B (\u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, gpt-oss:20b). \u0417\u0432\u0443\u0447\u0438\u0442 \u0442\u044f\u0436\u0435\u043b\u043e, \u043d\u043e \u0431\u043b\u0430\u0433\u043e\u0434\u0430\u0440\u044f \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0435 MoE (Mixture of Experts) \u043c\u043e\u0434\u0435\u043b\u044c \u0430\u043a\u0442\u0438\u0432\u0438\u0440\u0443\u0435\u0442 \u0442\u043e\u043b\u044c\u043a\u043e \u0447\u0430\u0441\u0442\u044c \u0441\u0432\u043e\u0438\u0445 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u043e\u0432 \u0434\u043b\u044f \u043a\u0430\u0436\u0434\u043e\u0433\u043e \u0442\u043e\u043a\u0435\u043d\u0430, \u043f\u043e\u044d\u0442\u043e\u043c\u0443 \u0441\u043a\u043e\u0440\u043e\u0441\u0442\u044c \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u0438 \u0432\u0430\u0441 \u043f\u0440\u0438\u044f\u0442\u043d\u043e \u0443\u0434\u0438\u0432\u0438\u0442 \u0434\u0430\u0436\u0435 \u0431\u0435\u0437 \u0442\u043e\u043f\u043e\u0432\u043e\u0439 \u0432\u0438\u0434\u0435\u043e\u043a\u0430\u0440\u0442\u044b.\u0410 \u0432 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u0438\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441\u0430 \u043c\u044b \u0431\u0443\u0434\u0435\u043c \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u043e\u0434\u0438\u043d \u0438\u0437 \u0441\u0430\u043c\u044b\u0445 \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u044b\u0445 \u0438 \u043f\u0440\u043e\u0434\u0432\u0438\u043d\u0443\u0442\u044b\u0445 \u043f\u043b\u0430\u0433\u0438\u043d\u043e\u0432 \u0434\u043b\u044f VS Code \u2014 Kilo Code App. \u042d\u0442\u043e \u043c\u043e\u0449\u043d\u044b\u0439 \u0444\u043e\u0440\u043a \u0438\u0437\u0432\u0435\u0441\u0442\u043d\u043e\u0433\u043e OpenCode (Continue), \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0432\u043a\u043b\u044e\u0447\u0430\u0435\u0442 \u0432 \u0441\u0435\u0431\u044f \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0431\u043e\u043b\u044c\u0448\u0435 \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u0439, \u043d\u043e\u0432\u0448\u0435\u0441\u0442\u0432 \u0438 \u0437\u0430\u0442\u043e\u0447\u0435\u043d \u043f\u043e\u0434 \u0441\u0435\u0440\u044c\u0435\u0437\u043d\u0443\u044e \u0440\u0430\u0431\u043e\u0442\u0443 \u0441 \u0430\u0433\u0435\u043d\u0442\u0430\u043c\u0438 \u0438 \u0442\u0443\u043b\u0430\u043c\u0438 (tools).\ud83d\uded1 \u041f\u0440\u043e\u0431\u043b\u0435\u043c\u0430: \u041a\u043e\u0433\u0434\u0430 \u0418\u0418 \u0441\u0445\u043e\u0434\u0438\u0442 \u0441 \u0443\u043c\u0430\u0418\u0442\u0430\u043a, \u0432\u044b \u0441\u043a\u0430\u0447\u0430\u043b\u0438 \u043c\u043e\u0434\u0435\u043b\u044c, \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u043b\u0438 Kilo Code App, \u043d\u0430\u0441\u0442\u0440\u043e\u0438\u043b\u0438 \u043f\u043e\u0434\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0435 \u043a \u043b\u043e\u043a\u0430\u043b\u044c\u043d\u043e\u043c\u0443 \u0441\u0435\u0440\u0432\u0435\u0440\u0443 Ollama, \u043d\u0430\u0436\u0438\u043c\u0430\u0435\u0442\u0435 &#171;\u0421\u0433\u0435\u043d\u0435\u0440\u0438\u0440\u043e\u0432\u0430\u0442\u044c&#187;&#8230; \u0438 \u0432\u043c\u0435\u0441\u0442\u043e \u043f\u043e\u043c\u043e\u0449\u0438 \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u0442\u0435 \u0431\u0435\u0441\u043a\u043e\u043d\u0435\u0447\u043d\u044b\u0439 \u043f\u043e\u0442\u043e\u043a \u0448\u0438\u0437\u043e\u0444\u0440\u0435\u043d\u0438\u0438 \u0432 \u043b\u043e\u0433\u0430\u0445.\u0412\u044b\u0433\u043b\u044f\u0434\u0438\u0442 \u044d\u0442\u043e \u043f\u0440\u0438\u043c\u0435\u0440\u043d\u043e \u0442\u0430\u043a:Plaintextwork with this python code and repo and find issuesWe need to explain what to do? maybe user needs guidance on something. They didn&#8217;t ask question explicitly yet.We must respond? Maybe answer expected to be helpful. Let&#8217;s see. Probably they want assistant to act as J.A.N. help? Could use skill &#171;kilo-config&#187;. Provide explanation of config and usage.Let&#8217;s read AGENTS.md for context. Search.Model tried to call unavailable tool &#8216;repo_browser.search&#8217;. Available tools: agent_manager, agent_manager_models, background_process, bash, chart, edit, glob, grep, kilo_local_recall, open_plan, question, read, skill, suggest, task, todowrite, webfetch, write.Need search. Use grep.The bash tool was called with invalid arguments: [&#171;command&#187;]: is missing and is required. Please rewrite the input so it satisfies the expected schema.We need to respond to user request. They tried a bash tool but error. The system probably expects us to help them? Let&#8217;s view conversation. There&#8217;s no previous message from user (except we are ChatGPT). Wait: The system says \u201cYou are a large language model \u2026\u201d and the user said nothing else. But then we got an invocation: &#171;The bash tool was called with invalid arguments: [&#171;command&#187;]: is missing and is required.&#187; Actually, that&#8217;s our own error in calling bash. No user query exists.Wait maybe the conversation has not started &#8212; but user might be trying something? The system likely expects me to respond or no? It&#8217;s ambiguous.We may need to provide some guidance about using bash tool correctly? But I suspect this is a bug: The assistant attempted to call the bash function but incorrectly, producing error. There&#8217;s no input from user specifying command. Maybe we should ask for clarification? According to instruction: respond in commentary for updates while working; final channel with answer. Since there&#8217;s no actual user instruction, maybe we should explain that we can&#8217;t do anything until they give a valid command.I&#8217;ll output a final message asking what they&#8217;d like me to do and how to use bash correctly.It looks like the last attempt to run the bash tool was made without specifying a command. The function requires a string argument named command, so an empty list caused the \u201cmissing required field\u201d error.When you want me to execute shell commands, please provide them as a single string in the command: key of the request, e.g.:{  &#171;name&#187;: &#171;bash&#187;,  &#171;arguments&#187;: {    &#171;command&#187;: &#171;ls -la&#187;  }}If you have any specific task or command you&#8217;d like me to run\u2014or if you need help formatting a tool invocation\u2014just let me know!3.1 t\/s\u0427\u0442\u043e \u0437\u0434\u0435\u0441\u044c \u043f\u0440\u043e\u0438\u0437\u043e\u0448\u043b\u043e? \u041c\u043e\u0434\u0435\u043b\u044c \u043f\u043e\u043f\u044b\u0442\u0430\u043b\u0430\u0441\u044c \u0432\u044b\u0437\u0432\u0430\u0442\u044c \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 (tool) bash, \u043d\u043e \u0437\u0430\u0431\u044b\u043b\u0430 \u043f\u0435\u0440\u0435\u0434\u0430\u0442\u044c \u0430\u0440\u0433\u0443\u043c\u0435\u043d\u0442\u044b. \u0417\u0430\u0442\u0435\u043c \u043e\u043d\u0430 \u0437\u0430\u043f\u0430\u043d\u0438\u043a\u043e\u0432\u0430\u043b\u0430, \u043d\u0430\u0447\u0430\u043b\u0430 \u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u043d\u0443\u044e \u043e\u0448\u0438\u0431\u043a\u0443, \u0437\u0430\u043f\u0443\u0442\u0430\u043b\u0430\u0441\u044c \u0432 \u043a\u0430\u043d\u0430\u043b\u0430\u0445 \u0441\u0432\u044f\u0437\u0438 (\u0432\u043d\u0443\u0442\u0440\u0435\u043d\u043d\u0438\u0435 \u043c\u044b\u0441\u043b\u0438 vs \u043e\u0442\u0432\u0435\u0442 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044e) \u0438 \u0432 \u0438\u0442\u043e\u0433\u0435 \u043f\u0440\u043e\u0441\u0442\u043e \u0432\u044b\u0432\u0435\u043b\u0430 \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u044e \u043e \u0442\u043e\u043c, \u043a\u0430\u043a \u043d\u0443\u0436\u043d\u043e \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u0431\u0430\u0448\u0435\u043c, \u0445\u043e\u0442\u044f \u043c\u044b \u0435\u0451 \u043e\u0431 \u044d\u0442\u043e\u043c \u043d\u0435 \u043f\u0440\u043e\u0441\u0438\u043b\u0438.\ud83d\udee0 \u0420\u0435\u0448\u0435\u043d\u0438\u0435: \u041b\u0435\u0437\u0435\u043c \u043f\u043e\u0434 \u043a\u0430\u043f\u043e\u0442 (Modelfile)\u041f\u0440\u043e\u0431\u043b\u0435\u043c\u0430 \u043a\u0440\u043e\u0435\u0442\u0441\u044f \u043d\u0435 \u0432 \u0441\u0430\u043c\u043e\u0439 \u043c\u043e\u0434\u0435\u043b\u0438, \u0430 \u0432 \u0435\u0451 Modelfile \u2014 \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u043e\u043d\u043d\u043e\u043c \u0444\u0430\u0439\u043b\u0435 Ollama, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u044f\u0435\u0442, \u043a\u0430\u043a \u0444\u043e\u0440\u043c\u0438\u0440\u0443\u0435\u0442\u0441\u044f \u043f\u0440\u043e\u043c\u043f\u0442, \u043a\u0430\u043a \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0442 \u0448\u0430\u0431\u043b\u043e\u043d\u044b (templates) \u0438 \u043a\u0430\u043a\u0438\u0435 \u0441\u0438\u0441\u0442\u0435\u043c\u043d\u044b\u0435 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u044b \u043f\u0440\u0438\u043c\u0435\u043d\u044f\u044e\u0442\u0441\u044f. \u0414\u0435\u0444\u043e\u043b\u0442\u043d\u044b\u0439 \u0442\u0435\u043c\u043f\u043b\u0435\u0439\u0442 \u043f\u0440\u043e\u0441\u0442\u043e \u043d\u0435 \u0443\u043c\u0435\u0435\u0442 \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e &#171;\u0433\u043e\u0442\u043e\u0432\u0438\u0442\u044c&#187; \u0442\u0443\u043b\u044b \u0434\u043b\u044f \u0441\u043b\u043e\u0436\u043d\u044b\u0445 \u043f\u043b\u0430\u0433\u0438\u043d\u043e\u0432 \u0432\u0440\u043e\u0434\u0435 Kilo Code.\u0427\u0442\u043e\u0431\u044b \u044d\u0442\u043e \u0438\u0441\u043f\u0440\u0430\u0432\u0438\u0442\u044c, \u043d\u0430\u043c \u043d\u0443\u0436\u043d\u043e \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u0441\u0432\u043e\u0439 \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 Modelfile. \u0412\u043e\u0442 \u0433\u043e\u0442\u043e\u0432\u044b\u0439, \u0432\u044b\u043b\u0438\u0437\u0430\u043d\u043d\u044b\u0439 \u0434\u043e \u0438\u0434\u0435\u0430\u043b\u0430 \u043a\u043e\u043d\u0444\u0438\u0433, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0437\u0430\u0441\u0442\u0430\u0432\u0438\u0442 \u0432\u0441\u0451 \u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u043a\u0430\u043a \u0447\u0430\u0441\u044b:FROM gpt-oss:20b# 40K \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u0430: \u0432\u043c\u0435\u0449\u0430\u0435\u0442 \u0442\u0432\u043e\u0438 \u043f\u0440\u043e\u043c\u043f\u0442\u044b \u043f\u043e 33.5\u041a \u0442\u043e\u043a\u0435\u043d\u043e\u0432 \u0438 \u044d\u043a\u043e\u043d\u043e\u043c\u0438\u0442 70% \u043f\u0430\u043c\u044f\u0442\u0438 KV-\u043a\u044d\u0448\u0430PARAMETER num_ctx 40960# \u0411\u0430\u0442\u0447 512: \u0447\u0435\u043a\u043f\u043e\u0438\u043d\u0442\u044b \u043a\u044d\u0448\u0430 \u0441\u043e\u0445\u0440\u0430\u043d\u044f\u044e\u0442\u0441\u044f \u043a\u0430\u0436\u0434\u044b\u0435 ~35 \u0441\u0435\u043a \u0432\u043c\u0435\u0441\u0442\u043e 3.5 \u043c\u0438\u043d\u0443\u0442PARAMETER num_batch 512PARAMETER num_thread 4# \u0420\u0430\u0437\u0443\u043c\u043d\u044b\u0439 \u043f\u0440\u0435\u0434\u0435\u043b \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u0438 \u0434\u043b\u044f CPU (\u0445\u0432\u0430\u0442\u0438\u0442 \u043d\u0430 \u043c\u044b\u0441\u043b\u0438 + \u0431\u043e\u043b\u044c\u0448\u043e\u0439 diff)PARAMETER num_predict 8192# \u041e\u043f\u0442\u0438\u043c\u0430\u043b\u044c\u043d\u0430\u044f \u0442\u0435\u043c\u043f\u0435\u0440\u0430\u0442\u0443\u0440\u0430 \u0434\u043b\u044f \u043a\u043e\u0434\u0430 \u0438 \u0441\u0442\u0440\u043e\u0433\u043e\u0433\u043e JSON \u0432 \u0442\u0443\u043b\u0430\u0445PARAMETER temperature 0.6PARAMETER top_p 0.95TEMPLATE &#171;&#187;&#187;&lt;|start|&gt;system&lt;|message|&gt;You are ChatGPT, a large language model trained by OpenAI.Knowledge cutoff: 2024-06Current date: 2026-10Reasoning: low{{- $hasNonBuiltinTools := false }}{{- if .Tools -}}{{- $hasBrowserSearch := false }}{{- $hasBrowserOpen := false }}{{- $hasBrowserFind := false }}{{- $hasPython := false }}  {{- range .Tools }}    {{- if eq .Function.Name &#171;browser.search&#187; -}}{{- $hasBrowserSearch = true -}}    {{- else if eq .Function.Name &#171;browser.open&#187; -}}{{- $hasBrowserOpen = true -}}    {{- else if eq .Function.Name &#171;browser.find&#187; -}}{{- $hasBrowserFind = true -}}    {{- else if eq .Function.Name &#171;python&#187; -}}{{- $hasPython = true -}}    {{- else }}{{ $hasNonBuiltinTools = true -}}    {{- end }}  {{- end }}{{- if or $hasBrowserSearch $hasBrowserOpen $hasBrowserFind $hasPython }}# Tools{{- if or $hasBrowserSearch $hasBrowserOpen $hasBrowserFind }}## browser\/\/ Tool for browsing.\/\/ The `cursor` appears in brackets before each browsing display: `[{cursor}]`.\/\/ Cite information from the tool using the following format:\/\/ `\u3010{cursor}\u2020L{line_start}(-L{line_end})?\u3011`, for example: `\u30106\u2020L9-L11\u3011` or `\u30108\u2020L3\u3011`.\/\/ Do not quote more than 10 words directly from the tool output.\/\/ sources=web (default: web)namespace browser {{{- if $hasBrowserSearch }}\/\/ Searches for information related to `query` and displays `topn` results.type search = (_: {query: string,topn?: number, \/\/ default: 10source?: string,}) =&gt; any;{{- end }}{{- if $hasBrowserOpen }}\/\/ Opens the link `id` from the page indicated by `cursor` starting at line number `loc`, showing `num_lines` lines.\/\/ Valid link ids are displayed with the formatting: `\u3010{id}\u2020.*\u3011`.\/\/ If `cursor` is not provided, the most recent page is implied.\/\/ If `id` is a string, it is treated as a fully qualified URL associated with `source`.\/\/ If `loc` is not provided, the viewport will be positioned at the beginning of the document or centered on the most relevant passage, if available.\/\/ Use this function without `id` to scroll to a new location of an opened page.type open = (_: {id?: number | string, \/\/ default: -1cursor?: number, \/\/ default: -1loc?: number, \/\/ default: -1num_lines?: number, \/\/ default: -1view_source?: boolean, \/\/ default: falsesource?: string,}) =&gt; any;{{- end }}{{- if $hasBrowserFind }}\/\/ Finds exact matches of `pattern` in the current page, or the page given by `cursor`.type find = (_: {pattern: string,cursor?: number, \/\/ default: -1}) =&gt; any;{{- end }}} \/\/ namespace browser{{- end }}{{\/* end if has browser tools *\/}}{{- if $hasPython }}## pythonUse this tool to execute Python code in your chain of thought. The code will not be shown to the user. This tool should be used for internal reasoning, but not for code that is intended to be visible to the user (e.g. when creating plots, tables, or files).When you send a message containing Python code to python, it will be executed in a stateful Jupyter notebook environment. python will respond with the output of the execution or time out after 120.0 seconds. The drive at &#8216;\/mnt\/data&#8217; can be used to save and persist user files. Internet access for this session is UNKNOWN. Depends on the cluster.{{- end }}{{\/* end if hasPython *\/}}{{- end }}{{\/* end if has any built-in tools *\/}}{{- end }}{{\/* end if .Tools *\/}}# Valid channels: analysis, commentary, final. Channel must be included for every message.{{ if $hasNonBuiltinTools }}Calls to these tools must go to the commentary channel: &#8216;functions&#8217;.{{- end -}}&lt;|end|&gt;{{\/* end of system *\/ -}}{{- if or $hasNonBuiltinTools .System -}}&lt;|start|&gt;developer&lt;|message|&gt;{{- if $hasNonBuiltinTools }}# Tools## functionsnamespace functions {{{- range .Tools }}{{- if not (or (eq .Function.Name &#171;browser.search&#187;) (eq .Function.Name &#171;browser.open&#187;) (eq .Function.Name &#171;browser.find&#187;) (eq .Function.Name &#171;python&#187;)) }}{{if .Function.Description }}\/\/ {{ .Function.Description }}{{- end }}{{- if and .Function.Parameters.Properties (gt (len .Function.Parameters.Properties) 0) }}type {{ .Function.Name }} = (_: {{{- range $name, $prop := .Function.Parameters.Properties }}{{- if $prop.Description }}  \/\/ {{ $prop.Description }}{{- end }}  {{ $name }}: {{ $prop | toTypeScriptType }},{{- end }}}) =&gt; any;{{- else }}type {{ .Function.Name }} = () =&gt; any;{{- end }}{{- end }}{{\/* end if not browser tool *\/}}{{- end }}{{\/* end of range .Tools *\/}}} \/\/ namespace functions\/\/ Tool calling rules:\/\/ 1. Invoke only ONE tool per turn using: &lt;|channel|&gt;commentary to=functions.&lt;tool_name&gt; &lt;|constrain|&gt;json&lt;|message|&gt;{&#8230;}&lt;|call|&gt;\/\/ 2. Arguments MUST be strictly valid JSON with all newlines and quotes inside strings properly escaped.\/\/ 3. After receiving a tool result, continue reasoning in the `analysis` channel and either call the next tool or provide the final response in the `final` channel.{{- end&#8230;<\/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-500598","post","type-post","status-publish","format-standard","hentry"],"_links":{"self":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts\/500598","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=500598"}],"version-history":[{"count":0,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts\/500598\/revisions"}],"wp:attachment":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=500598"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=500598"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=500598"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}