{"serveDecision":{"state":"READY","authority":"live-serve-decision"},"obtainReady":true,"schemaVersion":"hugging-bay.local-kit.v2","displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-10-07T15:34:34.031Z","generatedAt":"2026-10-07T15:34:38.983Z","status":"runnable-bundle-recipe","commandsAvailable":true,"commands":[{"tool":"lm-studio","label":"LM Studio (no terminal)","kind":"gui-walkthrough","guiProven":false,"command":"Open LM Studio, then drag the downloaded 'Qwen3-0.6B-Q4_K_M.gguf' into My Models to load it.","note":"A walk-through for your machine, not a checked run path — these steps are guidance, never a promise it will run. LM Studio's own UI takes it from there.","prefilledFrom":{"file":"Qwen3-0.6B-Q4_K_M.gguf","templateSha256":"3aac5ae38213274995d5397b312902a368fe2c240b223d3573f076ad64d96ad7","sha256":"cd47557a67d7e8f2891d98b5e1dbf2988544569fdf4f1bdb30e92b71aa61b548"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5},{"tool":"ollama","label":"Ollama","note":"Builds a local Ollama model named \"qwen3-0.6b-q4_k_m\" from the file (Ollama imports the file's embedded chat template) and starts a chat.","prefilledFrom":{"file":"Qwen3-0.6B-Q4_K_M.gguf","templateSha256":"3aac5ae38213274995d5397b312902a368fe2c240b223d3573f076ad64d96ad7","sha256":"cd47557a67d7e8f2891d98b5e1dbf2988544569fdf4f1bdb30e92b71aa61b548"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5},{"tool":"llama.cpp","label":"llama.cpp (terminal)","kind":"terminal","proven":true,"note":"Runs the file directly with llama.cpp's command-line tool. -st (--single-turn) runs one turn with the model's embedded chat template and exits — tested on llama.cpp b10964-b29c606e2. 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1].role != \"tool\") %}\n            {{- '<|im_start|>user' }}\n        {%- endif %}\n        {{- '\\n<tool_response>\\n' }}\n        {{- content }}\n        {{- '\\n</tool_response>' }}\n        {%- if loop.last or (messages[loop.index0 + 1].role != \"tool\") %}\n            {{- '<|im_end|>\\n' }}\n        {%- endif %}\n    {%- endif %}\n{%- endfor %}\n\n{%- if add_generation_prompt %}\n    {{- '<|im_start|>assistant\\n' }}\n    {%- if enable_thinking is defined and enable_thinking is false %}\n        {{- '<think>\\n\\n</think>\\n\\n' }}\n    {%- endif %}\n{%- endif %}","extractedAt":"2026-09-24","extractionStage":"ingest.template-extract/v1","architecture":"qwen3","contextLength":40960,"stop":["<|im_end|>"],"thinking":{"mode":"delimited","open":"<think>","close":"</think>"}},"canonicalState":{"state":"unknown","completeRunnable":null,"verified":null,"commandsAvailable":true,"reason":"canonical-evaluator-not-integrated"},"artifact":{"id":"hf-model-lmstudio-community-qwen3-0-6b-gguf","repo":"lmstudio-community/Qwen3-0.6B-GGUF","type":"llm","summary":"Model from Hugging Face for llm: lmstudio-community/Qwen3-0.6B-GGUF · unknown","license":"apache-2.0","hostingStatus":"hosted","hostedFileCount":1,"hostedFileCountAuthority":"live-serve-decision","displayFileCount":1,"fileCount":6,"upstreamUrl":"https://huggingface.co/lmstudio-community/Qwen3-0.6B-GGUF"},"tool":"any","toolCompatibility":{"status":"unknown","reason":"canonical-evaluator-not-integrated"},"readiness":{"state":"ready","asOf":"2026-10-07T15:34:38.983Z","reason":"Hosted by Hugging Bay — byte-verified 2026-08-28T08:18:39.064Z, license clear (apache-2.0).","downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-lmstudio-community-qwen3-0-6b-gguf/Qwen3-0.6B-Q4_K_M.gguf"},"canonical":{"canonicalId":null,"canonicalUrl":null,"relation":"unknown","derivedFrom":null,"designatedAt":null,"designationBasis":"lineage-not-populated","knownDerivations":[]},"requiredFiles":[{"path":".gitattributes","sizeBytes":1751,"sha256":"","format":"gitattributes","risk":"low","sourceKind":"external-hf","hosted":false,"individuallyHashed":false,"fileOnly":true,"directDownloadAuthorized":false,"serveDecision":{"state":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"]},"canonicalUrlField":"downloadUrl","downloadUrlResponse":{"status":302,"followRedirects":true},"downloadUrl":null,"chatTemplate":null},{"path":"Qwen3-0.6B-Q3_K_L.gguf","sizeBytes":435343520,"sha256":"6b0c935d9d5cb8eba9342a3dbc183a13f0f1a9b0dd030ef0209b5cac93593cfe","format":"gguf","risk":"low","sourceKind":"external-hf","hosted":false,"individuallyHashed":true,"fileOnly":true,"directDownloadAuthorized":false,"serveDecision":{"state":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"]},"canonicalUrlField":"downloadUrl","downloadUrlResponse":{"status":302,"followRedirects":true},"downloadUrl":null,"chatTemplate":null},{"path":"Qwen3-0.6B-Q4_K_M.gguf","sizeBytes":484219808,"sha256":"cd47557a67d7e8f2891d98b5e1dbf2988544569fdf4f1bdb30e92b71aa61b548","format":"gguf","risk":"low","sourceKind":"mirrored-upstream","hosted":true,"individuallyHashed":true,"fileOnly":true,"directDownloadAuthorized":true,"serveDecision":{"state":"READY","reasonCodes":[]},"canonicalUrlField":"downloadUrl","downloadUrlResponse":{"status":302,"followRedirects":true},"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-lmstudio-community-qwen3-0-6b-gguf/Qwen3-0.6B-Q4_K_M.gguf","chatTemplate":{"artifactId":"hf-model-lmstudio-community-qwen3-0-6b-gguf","filePath":"Qwen3-0.6B-Q4_K_M.gguf","sha256":"cd47557a67d7e8f2891d98b5e1dbf2988544569fdf4f1bdb30e92b71aa61b548","architecture":"qwen3","generalName":"Qwen_Qwen3 0.6B","tokenizerModel":"gpt2","contextLength":40960,"bos":"<|endoftext|>","eos":"<|im_end|>","stop":["<|im_end|>"],"thinking":{"mode":"delimited","open":"<think>","close":"</think>"},"chatTemplate":"{# LM Studio chat template override #}\n{%- if tools %}\n    {{- '<|im_start|>system\\n' }}\n    {%- if messages[0].role == 'system' %}\n        {{- messages[0].content + '\\n\\n' }}\n    {%- endif %}\n    {{- \"# Tools\\n\\nYou may call one or more functions to assist with the user query.\\n\\nYou are provided with function signatures within <tools></tools> XML tags:\\n<tools>\" }}\n    {%- for tool in tools %}\n        {{- \"\\n\" }}\n        {{- tool | tojson }}\n    {%- endfor %}\n    {{- \"\\n</tools>\\n\\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\\n<tool_call>\\n{\\\"name\\\": <function-name>, \\\"arguments\\\": <args-json-object>}\\n</tool_call><|im_end|>\\n\" }}\n{%- else %}\n    {%- if messages[0].role == 'system' %}\n        {{- '<|im_start|>system\\n' + messages[0].content + '<|im_end|>\\n' }}\n    {%- endif %}\n{%- endif %}\n\n{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}\n\n{%- for message in messages[::-1] %}\n    {%- set index = (messages|length - 1) - loop.index0 %}\n    {%- if ns.multi_step_tool and message.role == \"user\" and message.content is string and not(message.content.startswith('<tool_response>') and message.content.endswith('</tool_response>')) %}\n        {%- set ns.multi_step_tool = false %}\n        {%- set ns.last_query_index = index %}\n    {%- endif %}\n{%- endfor %}\n\n{%- for message in messages %}\n    {%- if message.content is string %}\n        {%- set content = message.content %}\n    {%- else %}\n        {%- set content = '' %}\n    {%- endif %}\n    \n    {%- if (message.role == \"user\") or (message.role == \"system\" and not loop.first) %}\n        {{- '<|im_start|>' + message.role + '\\n' + content + '<|im_end|>' + '\\n' }}\n    \n    {%- elif message.role == \"assistant\" %}\n        {%- set reasoning_content = '' %}\n        {%- if message.reasoning_content is string %}\n            {%- set reasoning_content = message.reasoning_content %}\n        {%- else %}\n            {%- if '</think>' in content %}\n                {%- set reasoning_content = content.split('</think>')[0].rstrip('\\n').split('<think>')[-1].lstrip('\\n') %}\n                {%- set content = content.split('</think>')[-1].lstrip('\\n') %}\n            {%- endif %}\n        {%- endif %}\n        \n        {%- if loop.index0 > ns.last_query_index %}\n            {%- if loop.last or (not loop.last and reasoning_content) %}\n                {{- '<|im_start|>' + message.role + '\\n<think>\\n' + reasoning_content.strip('\\n') + '\\n</think>\\n\\n' + content.lstrip('\\n') }}\n            {%- else %}\n                {{- '<|im_start|>' + message.role + '\\n' + content }}\n            {%- endif %}\n        {%- else %}\n            {{- '<|im_start|>' + message.role + '\\n' + content }}\n        {%- endif %}\n        \n        {%- if message.tool_calls %}\n            {%- for tool_call in message.tool_calls %}\n                {%- if (loop.first and content) or (not loop.first) %}\n                    {{- '\\n' }}\n                {%- endif %}\n                {%- if tool_call.function %}\n                    {%- set tool_call = tool_call.function %}\n                {%- endif %}\n                {{- '<tool_call>\\n{\"name\": \"' }}\n                {{- tool_call.name }}\n                {{- '\", \"arguments\": ' }}\n                {%- if tool_call.arguments is string %}\n                    {{- tool_call.arguments }}\n                {%- else %}\n                    {{- tool_call.arguments | tojson }}\n                {%- endif %}\n                {{- '}\\n</tool_call>' }}\n            {%- endfor %}\n        {%- endif %}\n        {{- '<|im_end|>\\n' }}\n    \n    {%- elif message.role == \"tool\" %}\n        {%- if loop.first or (messages[loop.index0 - 1].role != \"tool\") %}\n            {{- '<|im_start|>user' }}\n        {%- endif %}\n        {{- '\\n<tool_response>\\n' }}\n        {{- content }}\n        {{- '\\n</tool_response>' }}\n        {%- if loop.last or (messages[loop.index0 + 1].role != \"tool\") %}\n            {{- '<|im_end|>\\n' }}\n        {%- endif %}\n    {%- endif %}\n{%- endfor %}\n\n{%- if add_generation_prompt %}\n    {{- '<|im_start|>assistant\\n' }}\n    {%- if enable_thinking is defined and enable_thinking is false %}\n        {{- '<think>\\n\\n</think>\\n\\n' }}\n    {%- endif %}\n{%- endif %}","templateDigest":"sha256:3aac5ae38213274995d5397b312902a368fe2c240b223d3573f076ad64d96ad7","extractionReason":"embedded-template","extractorVersion":"hugging-bay.gguf-embedded-chat-contract.v1","extractedAt":"2026-09-24T03:50:29.886Z","hasEmbeddedTemplate":true}},{"path":"Qwen3-0.6B-Q6_K.gguf","sizeBytes":622733472,"sha256":"6e256e3b5dff47e7ee97ccf026f7f68b0b2514d897e7815b991ac7de73765808","format":"gguf","risk":"low","sourceKind":"external-hf","hosted":false,"individuallyHashed":true,"fileOnly":true,"directDownloadAuthorized":false,"serveDecision":{"state":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"]},"canonicalUrlField":"downloadUrl","downloadUrlResponse":{"status":302,"followRedirects":true},"downloadUrl":null,"chatTemplate":null},{"path":"Qwen3-0.6B-Q8_0.gguf","sizeBytes":804753568,"sha256":"779a1718148d05ac971895136bf0eddfeba49ae3f3afbdb0bf4a693faba759e3","format":"gguf","risk":"low","sourceKind":"external-hf","hosted":false,"individuallyHashed":true,"fileOnly":true,"directDownloadAuthorized":false,"serveDecision":{"state":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"]},"canonicalUrlField":"downloadUrl","downloadUrlResponse":{"status":302,"followRedirects":true},"downloadUrl":null,"chatTemplate":null},{"path":"README.md","sizeBytes":2025,"sha256":"","format":"md","risk":"low","sourceKind":"external-hf","hosted":false,"individuallyHashed":false,"fileOnly":true,"directDownloadAuthorized":false,"serveDecision":{"state":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"]},"canonicalUrlField":"downloadUrl","downloadUrlResponse":{"status":302,"followRedirects":true},"downloadUrl":null,"chatTemplate":null}],"warnings":["Canonical artifact completeness, verification, and execution readiness are unavailable during containment. 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See obtainReady / serveVerdict for whether the exact bytes can be obtained now.","summary":"Canonical artifact completeness, verification, and execution readiness are unavailable during containment. Download availability is reported separately by serveVerdict / obtainReady; READY does not establish run readiness."}}