{"serveDecision":{"state":"READY","authority":"live-serve-decision"},"obtainReady":true,"schemaVersion":"hugging-bay.local-kit.v2","displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-10-07T16:07:44.333Z","generatedAt":"2026-10-07T16:09:31.284Z","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 'Phi-3.5-mini-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":"Phi-3.5-mini-instruct.Q4_K_M.gguf","templateSha256":"78d976a442bcde2f0be15aafbb8e3050e1104f86732266f68403251b89982a90","sha256":"3ef532675b6684b28e0a1a0dca8b3bf4132673bf2294b7d87b41b1d64bb03bca"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5},{"tool":"ollama","label":"Ollama","note":"Builds a local Ollama model named \"phi-3.5-mini-instruct.q4_k_m\" from the file (Ollama imports the file's embedded chat template) and starts a chat.","prefilledFrom":{"file":"Phi-3.5-mini-instruct.Q4_K_M.gguf","templateSha256":"78d976a442bcde2f0be15aafbb8e3050e1104f86732266f68403251b89982a90","sha256":"3ef532675b6684b28e0a1a0dca8b3bf4132673bf2294b7d87b41b1d64bb03bca"},"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":"Phi-3.5-mini-instruct.Q4_K_M.gguf","templateSha256":"78d976a442bcde2f0be15aafbb8e3050e1104f86732266f68403251b89982a90","sha256":"3ef532675b6684b28e0a1a0dca8b3bf4132673bf2294b7d87b41b1d64bb03bca"},"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(\"./Phi-3.5-mini-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":"Phi-3.5-mini-instruct.Q4_K_M.gguf","templateSha256":"78d976a442bcde2f0be15aafbb8e3050e1104f86732266f68403251b89982a90","sha256":"3ef532675b6684b28e0a1a0dca8b3bf4132673bf2294b7d87b41b1d64bb03bca"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5}],"runBlockKind":"hosted-file-recipe","chatContract":{"available":true,"source":"gguf-metadata:tokenizer.chat_template","sourceFileSha256":"3ef532675b6684b28e0a1a0dca8b3bf4132673bf2294b7d87b41b1d64bb03bca","templateSha256":"78d976a442bcde2f0be15aafbb8e3050e1104f86732266f68403251b89982a90","templateText":"{% for message in messages %}{% if message['role'] == 'system' and message['content'] %}{{'<|system|>\n' + message['content'] + '<|end|>\n'}}{% elif message['role'] == 'user' %}{{'<|user|>\n' + message['content'] + '<|end|>\n'}}{% elif message['role'] == 'assistant' %}{{'<|assistant|>\n' + message['content'] + '<|end|>\n'}}{% endif %}{% endfor %}{% if add_generation_prompt %}{{ '<|assistant|>\n' }}{% else %}{{ eos_token }}{% endif %}","extractedAt":"2026-09-24","extractionStage":"ingest.template-extract/v1","architecture":"phi3","contextLength":131072,"stop":["<|endoftext|>"],"thinking":{"mode":"none"}},"canonicalState":{"state":"unknown","completeRunnable":null,"verified":null,"commandsAvailable":true,"reason":"canonical-evaluator-not-integrated"},"artifact":{"id":"hf-model-quantfactory-phi-3-5-mini-instruct-gguf","repo":"QuantFactory/Phi-3.5-mini-instruct-GGUF","type":"llm","summary":"Model from Hugging Face for text generation: QuantFactory/Phi-3.5-mini-instruct-GGUF · transformers","license":"mit","hostingStatus":"hosted","hostedFileCount":1,"hostedFileCountAuthority":"live-serve-decision","displayFileCount":1,"fileCount":16,"upstreamUrl":"https://huggingface.co/QuantFactory/Phi-3.5-mini-instruct-GGUF"},"tool":"any","toolCompatibility":{"status":"unknown","reason":"canonical-evaluator-not-integrated"},"readiness":{"state":"ready","asOf":"2026-10-07T16:09:31.284Z","reason":"Hosted by Hugging Bay — byte-verified 2026-08-28T12:41:11.779Z, license clear (mit).","downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-quantfactory-phi-3-5-mini-instruct-gguf/Phi-3.5-mini-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":2485,"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":"Phi-3.5-mini-instruct.Q2_K.gguf","sizeBytes":1416204288,"sha256":"54d47caa8bf30afce66f6945667b03df2df4deb94711c21d854706481c9c4c4b","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":"Phi-3.5-mini-instruct.Q3_K_L.gguf","sizeBytes":2087597568,"sha256":"cda3c938fc13343a80f60881f4987bbbb990a59403aafce7f81d4380b76fd2f1","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":"Phi-3.5-mini-instruct.Q3_K_M.gguf","sizeBytes":1955476992,"sha256":"abcfd2f187d16cb29ba3e5d1fd9b05b860e9a5afdd4d609e40ec0596fdbdc8c8","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":"Phi-3.5-mini-instruct.Q3_K_S.gguf","sizeBytes":1681798656,"sha256":"81c2147a6c5a94b01185b14ae424a26163543afa2333560c7d2297f000cb31ee","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":"Phi-3.5-mini-instruct.Q4_0.gguf","sizeBytes":2176177152,"sha256":"b5374915da534cb93df39f03bd4f2cd5a0c533df0d5e21957dc9556c260be9eb","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":"Phi-3.5-mini-instruct.Q4_1.gguf","sizeBytes":2408825856,"sha256":"3a0533a94963547beef098b5813d60fe89a577d53fd7a9043e5c20ba4326b69a","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":"Phi-3.5-mini-instruct.Q4_K_M.gguf","sizeBytes":2393232384,"sha256":"3ef532675b6684b28e0a1a0dca8b3bf4132673bf2294b7d87b41b1d64bb03bca","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-quantfactory-phi-3-5-mini-instruct-gguf/Phi-3.5-mini-instruct.Q4_K_M.gguf","chatTemplate":{"artifactId":"hf-model-quantfactory-phi-3-5-mini-instruct-gguf","filePath":"Phi-3.5-mini-instruct.Q4_K_M.gguf","sha256":"3ef532675b6684b28e0a1a0dca8b3bf4132673bf2294b7d87b41b1d64bb03bca","architecture":"phi3","generalName":"Phi 3.5 Mini Instruct","tokenizerModel":"llama","contextLength":131072,"bos":"<s>","eos":"<|endoftext|>","stop":["<|endoftext|>"],"thinking":{"mode":"none"},"chatTemplate":"{% for message in messages %}{% if message['role'] == 'system' and message['content'] %}{{'<|system|>\n' + message['content'] + '<|end|>\n'}}{% elif message['role'] == 'user' %}{{'<|user|>\n' + message['content'] + '<|end|>\n'}}{% elif message['role'] == 'assistant' %}{{'<|assistant|>\n' + message['content'] + '<|end|>\n'}}{% endif %}{% endfor %}{% if add_generation_prompt %}{{ '<|assistant|>\n' }}{% else %}{{ eos_token }}{% endif %}","templateDigest":"sha256:78d976a442bcde2f0be15aafbb8e3050e1104f86732266f68403251b89982a90","extractionReason":"embedded-template","extractorVersion":"hugging-bay.gguf-embedded-chat-contract.v1","extractedAt":"2026-09-24T04:05:10.006Z","hasEmbeddedTemplate":true}},{"path":"Phi-3.5-mini-instruct.Q4_K_S.gguf","sizeBytes":2188760064,"sha256":"5db3e683309003f16a47246b8e4b610204c16c0d3abe0de86ccf971569493d68","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":"Phi-3.5-mini-instruct.Q5_0.gguf","sizeBytes":2641474560,"sha256":"0b75226072ac8ef8c1e279fd7de436b5aedca7b6fcae6bed3e2d6c933ca2d55a","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":"Phi-3.5-mini-instruct.Q5_1.gguf","sizeBytes":2874123264,"sha256":"2a937d3f6c1507f19dbc54ff126b7156ba38d7c8a1b02d2bd76d476731c7a068","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":"Phi-3.5-mini-instruct.Q5_K_M.gguf","sizeBytes":2815276032,"sha256":"ef57be356e37cdf6045f7ef9149f7f6974e7c18f23b384296608029466c48f01","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":"Phi-3.5-mini-instruct.Q5_K_S.gguf","sizeBytes":2641474560,"sha256":"50b8dc3b4ccc9c28778f43df7356709463d96a1bd35e942ed46ee88a34a4b22f","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":"Phi-3.5-mini-instruct.Q6_K.gguf","sizeBytes":3135853056,"sha256":"86e5e74919d7935fe84e29a2e525feb9f1cce5beb6d550bc8cb2098f0f931410","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":"Phi-3.5-mini-instruct.Q8_0.gguf","sizeBytes":4061222400,"sha256":"81fd0b829a6ff15b3df3cc792de3f3e75a9fb2f1f55c0059af55a698b1173150","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":36746,"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. 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-quantfactory-phi-3-5-mini-instruct-gguf/bundle","method":"GET"},{"label":"List individually hashed hosted files","url":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-quantfactory-phi-3-5-mini-instruct-gguf&limit=100","method":"GET"},{"label":"Inspect trust bundle","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-quantfactory-phi-3-5-mini-instruct-gguf","method":"GET"},{"label":"Open artifact","url":"https://huggingbay.xyz/artifact/hf-model-quantfactory-phi-3-5-mini-instruct-gguf","method":"GET"}],"docs":{"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-quantfactory-phi-3-5-mini-instruct-gguf","downloadsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-quantfactory-phi-3-5-mini-instruct-gguf&limit=100","bundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-phi-3-5-mini-instruct-gguf/bundle","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-quantfactory-phi-3-5-mini-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."}}