{"serveDecision":{"state":"READY","authority":"live-serve-decision"},"obtainReady":true,"schemaVersion":"hugging-bay.local-kit.v2","displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-10-07T15:25:29.080Z","generatedAt":"2026-10-07T15:25:58.366Z","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 'qwen2.5-0.5b-instruct-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":"qwen2.5-0.5b-instruct-q4_k_m.gguf","templateSha256":"d5495a1e5db0611132a97e46a65dbb64a642a499421228b9c8b93229097fa9a4","sha256":"74a4da8c9fdbcd15bd1f6d01d621410d31c6fc00986f5eb687824e7b93d7a9db"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5},{"tool":"ollama","label":"Ollama","note":"Builds a local Ollama model named \"qwen2.5-0.5b-instruct-q4_k_m\" from the file (Ollama imports the file's embedded chat template) and starts a chat.","prefilledFrom":{"file":"qwen2.5-0.5b-instruct-q4_k_m.gguf","templateSha256":"d5495a1e5db0611132a97e46a65dbb64a642a499421228b9c8b93229097fa9a4","sha256":"74a4da8c9fdbcd15bd1f6d01d621410d31c6fc00986f5eb687824e7b93d7a9db"},"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. The old -no-cnv flag was removed and is rejected by current builds.","runner":{"name":"llama.cpp","testedBuild":"b10964-b29c606e2","singleTurnFlag":"-st"},"prefilledFrom":{"file":"qwen2.5-0.5b-instruct-q4_k_m.gguf","templateSha256":"d5495a1e5db0611132a97e46a65dbb64a642a499421228b9c8b93229097fa9a4","sha256":"74a4da8c9fdbcd15bd1f6d01d621410d31c6fc00986f5eb687824e7b93d7a9db"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5},{"tool":"python","label":"Python (llama-cpp-python)","command":"pip install llama-cpp-python && python -c 'from llama_cpp import Llama; llm = Llama(\"./qwen2.5-0.5b-instruct-q4_k_m.gguf\", n_ctx=8192); print(llm.create_chat_completion(messages=[{'\\''role'\\'': '\\''user'\\'', '\\''content'\\'': '\\''Hello!'\\''}])['\\''choices'\\''][0]['\\''message'\\'']['\\''content'\\''])'","note":"For scripting the model from Python; create_chat_completion applies the embedded chat template.","prefilledFrom":{"file":"qwen2.5-0.5b-instruct-q4_k_m.gguf","templateSha256":"d5495a1e5db0611132a97e46a65dbb64a642a499421228b9c8b93229097fa9a4","sha256":"74a4da8c9fdbcd15bd1f6d01d621410d31c6fc00986f5eb687824e7b93d7a9db"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5}],"runBlockKind":"hosted-file-recipe","chatContract":{"available":true,"source":"gguf-metadata:tokenizer.chat_template","sourceFileSha256":"74a4da8c9fdbcd15bd1f6d01d621410d31c6fc00986f5eb687824e7b93d7a9db","templateSha256":"d5495a1e5db0611132a97e46a65dbb64a642a499421228b9c8b93229097fa9a4","templateText":"{%- if tools %}\n    {{- '<|im_start|>system\\n' }}\n    {%- if messages[0]['role'] == 'system' %}\n        {{- messages[0]['content'] }}\n    {%- else %}\n        {{- 'You are Qwen, created by Alibaba Cloud. You are a helpful assistant.' }}\n    {%- endif %}\n    {{- \"\\n\\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    {%- else %}\n        {{- '<|im_start|>system\\nYou are Qwen, created by Alibaba Cloud. You are a helpful assistant.<|im_end|>\\n' }}\n    {%- endif %}\n{%- endif %}\n{%- for message in messages %}\n    {%- if (message.role == \"user\") or (message.role == \"system\" and not loop.first) or (message.role == \"assistant\" and not message.tool_calls) %}\n        {{- '<|im_start|>' + message.role + '\\n' + message.content + '<|im_end|>' + '\\n' }}\n    {%- elif message.role == \"assistant\" %}\n        {{- '<|im_start|>' + message.role }}\n        {%- if message.content %}\n            {{- '\\n' + message.content }}\n        {%- endif %}\n        {%- for tool_call in message.tool_calls %}\n            {%- if tool_call.function is defined %}\n                {%- set tool_call = tool_call.function %}\n            {%- endif %}\n            {{- '\\n<tool_call>\\n{\"name\": \"' }}\n            {{- tool_call.name }}\n            {{- '\", \"arguments\": ' }}\n            {{- tool_call.arguments | tojson }}\n            {{- '}\\n</tool_call>' }}\n        {%- endfor %}\n        {{- '<|im_end|>\\n' }}\n    {%- elif message.role == \"tool\" %}\n        {%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != \"tool\") %}\n            {{- '<|im_start|>user' }}\n        {%- endif %}\n        {{- '\\n<tool_response>\\n' }}\n        {{- message.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{%- if add_generation_prompt %}\n    {{- '<|im_start|>assistant\\n' }}\n{%- endif %}\n","extractedAt":"2026-09-24","extractionStage":"ingest.template-extract/v1","architecture":"qwen2","contextLength":32768,"stop":["<|im_end|>"],"thinking":{"mode":"none"}},"canonicalState":{"state":"unknown","completeRunnable":null,"verified":null,"commandsAvailable":true,"reason":"canonical-evaluator-not-integrated"},"artifact":{"id":"hf-model-qwen-qwen2-5-0-5b-instruct-gguf","repo":"Qwen/Qwen2.5-0.5B-Instruct-GGUF","type":"llm","summary":"Model from Hugging Face for text generation: Qwen/Qwen2.5-0.5B-Instruct-GGUF · unknown","license":"apache-2.0","hostingStatus":"hosted","hostedFileCount":1,"hostedFileCountAuthority":"live-serve-decision","displayFileCount":1,"fileCount":12,"upstreamUrl":"https://huggingface.co/Qwen/Qwen2.5-0.5B-Instruct-GGUF"},"tool":"any","toolCompatibility":{"status":"unknown","reason":"canonical-evaluator-not-integrated"},"readiness":{"state":"ready","asOf":"2026-10-07T15:25:58.366Z","reason":"Hosted by Hugging Bay — byte-verified 2026-09-04T06:02:27.490Z, license clear (apache-2.0).","downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-qwen-qwen2-5-0-5b-instruct-gguf/qwen2.5-0.5b-instruct-q4_k_m.gguf"},"canonical":{"canonicalId":null,"canonicalUrl":null,"relation":"unknown","derivedFrom":null,"designatedAt":null,"designationBasis":"lineage-not-populated","knownDerivations":[]},"requiredFiles":[{"path":".gitattributes","sizeBytes":1561,"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":"LICENSE","sizeBytes":11343,"sha256":"","format":"file","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":"README.md","sizeBytes":4856,"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},{"path":"qwen2.5-0.5b-instruct-fp16.gguf","sizeBytes":1266425696,"sha256":"8e0ae26000627ed62de0e78e41860af70094558b9d2913385c842a6aa06cf3fc","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":"qwen2.5-0.5b-instruct-q2_k.gguf","sizeBytes":415182688,"sha256":"9ee36184e616dfc76df4f5dd66f908dbde6979524ae36e6cefb67f532f798cb8","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":"qwen2.5-0.5b-instruct-q3_k_m.gguf","sizeBytes":432041824,"sha256":"590d2479d401db206fe12a4562294d2de6211e06338a6e34fbad64b32f1469d0","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":"qwen2.5-0.5b-instruct-q4_0.gguf","sizeBytes":428730208,"sha256":"7671c0c304e6ce5a7fc577bcb12aba01e2c155cc2efd29b2213c95b18edaf6ed","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":"qwen2.5-0.5b-instruct-q4_k_m.gguf","sizeBytes":491400032,"sha256":"74a4da8c9fdbcd15bd1f6d01d621410d31c6fc00986f5eb687824e7b93d7a9db","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-qwen-qwen2-5-0-5b-instruct-gguf/qwen2.5-0.5b-instruct-q4_k_m.gguf","chatTemplate":{"artifactId":"hf-model-qwen-qwen2-5-0-5b-instruct-gguf","filePath":"qwen2.5-0.5b-instruct-q4_k_m.gguf","sha256":"74a4da8c9fdbcd15bd1f6d01d621410d31c6fc00986f5eb687824e7b93d7a9db","architecture":"qwen2","generalName":"qwen2.5-0.5b-instruct","tokenizerModel":"gpt2","contextLength":32768,"bos":"<|endoftext|>","eos":"<|im_end|>","stop":["<|im_end|>"],"thinking":{"mode":"none"},"chatTemplate":"{%- if tools %}\n    {{- '<|im_start|>system\\n' }}\n    {%- if messages[0]['role'] == 'system' %}\n        {{- messages[0]['content'] }}\n    {%- else %}\n        {{- 'You are Qwen, created by Alibaba Cloud. You are a helpful assistant.' }}\n    {%- endif %}\n    {{- \"\\n\\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    {%- else %}\n        {{- '<|im_start|>system\\nYou are Qwen, created by Alibaba Cloud. You are a helpful assistant.<|im_end|>\\n' }}\n    {%- endif %}\n{%- endif %}\n{%- for message in messages %}\n    {%- if (message.role == \"user\") or (message.role == \"system\" and not loop.first) or (message.role == \"assistant\" and not message.tool_calls) %}\n        {{- '<|im_start|>' + message.role + '\\n' + message.content + '<|im_end|>' + '\\n' }}\n    {%- elif message.role == \"assistant\" %}\n        {{- '<|im_start|>' + message.role }}\n        {%- if message.content %}\n            {{- '\\n' + message.content }}\n        {%- endif %}\n        {%- for tool_call in message.tool_calls %}\n            {%- if tool_call.function is defined %}\n                {%- set tool_call = tool_call.function %}\n            {%- endif %}\n            {{- '\\n<tool_call>\\n{\"name\": \"' }}\n            {{- tool_call.name }}\n            {{- '\", \"arguments\": ' }}\n            {{- tool_call.arguments | tojson }}\n            {{- '}\\n</tool_call>' }}\n        {%- endfor %}\n        {{- '<|im_end|>\\n' }}\n    {%- elif message.role == \"tool\" %}\n        {%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != \"tool\") %}\n            {{- '<|im_start|>user' }}\n        {%- endif %}\n        {{- '\\n<tool_response>\\n' }}\n        {{- message.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{%- if add_generation_prompt %}\n    {{- '<|im_start|>assistant\\n' }}\n{%- endif %}\n","templateDigest":"sha256:d5495a1e5db0611132a97e46a65dbb64a642a499421228b9c8b93229097fa9a4","extractionReason":"embedded-template","extractorVersion":"hugging-bay.gguf-embedded-chat-contract.v1","extractedAt":"2026-09-24T02:56:52.402Z","hasEmbeddedTemplate":true}},{"path":"qwen2.5-0.5b-instruct-q5_0.gguf","sizeBytes":490475360,"sha256":"925946ab27801fea3eead42933f857b6449c6d299f062e374cee2ac48426f2a5","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":"qwen2.5-0.5b-instruct-q5_k_m.gguf","sizeBytes":522186592,"sha256":"041474553fcabfc2a2d67903f9d2c2e50bd92528e670da4f33b5d0ce6e59fd55","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":"qwen2.5-0.5b-instruct-q6_k.gguf","sizeBytes":650379104,"sha256":"2f82233630c349ccf6b8daccf48f9a7865713d9f08a2eadfa456cebe9b97c7f5","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":"qwen2.5-0.5b-instruct-q8_0.gguf","sizeBytes":675710816,"sha256":"ca59ca7f13d0e15a8cfa77bd17e65d24f6844b554a7b6c12e07a5f89ff76844e","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}],"warnings":["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."],"nextActions":[{"label":"Inspect canonical bundle state","url":"https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen2-5-0-5b-instruct-gguf/bundle","method":"GET"},{"label":"List individually hashed hosted files","url":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-qwen-qwen2-5-0-5b-instruct-gguf&limit=100","method":"GET"},{"label":"Inspect trust bundle","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-qwen-qwen2-5-0-5b-instruct-gguf","method":"GET"},{"label":"Open artifact","url":"https://huggingbay.xyz/artifact/hf-model-qwen-qwen2-5-0-5b-instruct-gguf","method":"GET"}],"docs":{"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-qwen-qwen2-5-0-5b-instruct-gguf","downloadsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-qwen-qwen2-5-0-5b-instruct-gguf&limit=100","bundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen2-5-0-5b-instruct-gguf/bundle","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-qwen-qwen2-5-0-5b-instruct-gguf"},"containment":{"state":"unavailable","canonicalState":"unknown","verificationState":"unknown","executable":false,"executionReadiness":"unknown","obtainAvailabilityAuthority":"This containment block does not report obtain (download) availability. 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."}}