{"serveDecision":{"state":"READY","authority":"live-serve-decision"},"downloadable":true,"downloadReady":true,"degraded":false,"stale":false,"readinessCheckedAt":"2026-11-08T13:06:59.972Z","readinessSource":"file-check","schemaVersion":"hugging-bay.local-kit.v2","displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-11-08T13:06:05.616Z","generatedAt":"2026-11-08T13:06:59.973Z","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 'ArliAI-RPMax-3.8B-v1.1-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":"ArliAI-RPMax-3.8B-v1.1-Q4_K_M.gguf","templateSha256":"78d976a442bcde2f0be15aafbb8e3050e1104f86732266f68403251b89982a90","sha256":"6bffbdadfdfa7b33e1f9d2ffc41409e73677531a4c6c23304e976563cbf4e9dd"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5},{"tool":"ollama","label":"Ollama","note":"Builds a local Ollama model named \"arliai-rpmax-3.8b-v1.1-q4_k_m\" from the file (Ollama imports the file's embedded chat template) and starts a chat.","prefilledFrom":{"file":"ArliAI-RPMax-3.8B-v1.1-Q4_K_M.gguf","templateSha256":"78d976a442bcde2f0be15aafbb8e3050e1104f86732266f68403251b89982a90","sha256":"6bffbdadfdfa7b33e1f9d2ffc41409e73677531a4c6c23304e976563cbf4e9dd"},"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":"ArliAI-RPMax-3.8B-v1.1-Q4_K_M.gguf","templateSha256":"78d976a442bcde2f0be15aafbb8e3050e1104f86732266f68403251b89982a90","sha256":"6bffbdadfdfa7b33e1f9d2ffc41409e73677531a4c6c23304e976563cbf4e9dd"},"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(\"./ArliAI-RPMax-3.8B-v1.1-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":"ArliAI-RPMax-3.8B-v1.1-Q4_K_M.gguf","templateSha256":"78d976a442bcde2f0be15aafbb8e3050e1104f86732266f68403251b89982a90","sha256":"6bffbdadfdfa7b33e1f9d2ffc41409e73677531a4c6c23304e976563cbf4e9dd"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5}],"runTested":false,"runBlockKind":"hosted-file-recipe","chatContract":{"available":true,"source":"gguf-metadata:tokenizer.chat_template","sourceFileSha256":"6bffbdadfdfa7b33e1f9d2ffc41409e73677531a4c6c23304e976563cbf4e9dd","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":["<|end|>"],"thinking":{"mode":"none"}},"artifact":{"id":"hf-model-arliai-phi-3-5-mini-3-8b-arliai-rpmax-v1-1-gguf","repo":"ArliAI/Phi-3.5-mini-3.8B-ArliAI-RPMax-v1.1-GGUF","type":"llm","summary":"Model from Hugging Face for llm: ArliAI/Phi-3.5-mini-3.8B-ArliAI-RPMax-v1.1-GGUF · unknown","license":"mit","hostingStatus":"hosted","hostedFileCount":1,"hostedFileCountAuthority":"live-serve-decision","displayFileCount":1,"fileCount":13,"upstreamUrl":"https://huggingface.co/ArliAI/Phi-3.5-mini-3.8B-ArliAI-RPMax-v1.1-GGUF"},"tool":"any","toolCompatibility":{"status":"unknown","reason":"recorded-evaluator-not-integrated"},"readiness":{"state":"ready","asOf":"2026-11-08T13:06:59.973Z","reason":"Hosted by Hugging Bay — byte-verified 2026-09-16T07:19:59.843Z, license clear (mit).","downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-arliai-phi-3-5-mini-3-8b-arliai-rpmax-v1-1-gguf/ArliAI-RPMax-3.8B-v1.1-Q4_K_M.gguf"},"requiredFiles":[{"path":".gitattributes","sizeBytes":2292,"sha256":"","format":"gitattributes","risk":"low","sourceKind":"external-hf","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","individuallyHashed":false,"fileOnly":true,"directDownloadAuthorized":false,"serveDecision":{"state":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"]},"downloadUrlResponse":{"status":302,"followRedirects":true},"downloadUrl":null,"chatTemplate":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-08T13:06:59.972Z","evidence_url":"/api/manifests/hf-model-arliai-phi-3-5-mini-3-8b-arliai-rpmax-v1-1-gguf"},"signature_state":"unsigned"},{"path":"ArliAI-RPMax-3.8B-v1.1-Q2_K.gguf","sizeBytes":1416204000,"sha256":"a58c1613476137305ddee7367fa132986fd58707fd46a4c1187503675dd68c45","format":"gguf","risk":"low","sourceKind":"external-hf","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","individuallyHashed":true,"fileOnly":true,"directDownloadAuthorized":false,"serveDecision":{"state":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"]},"downloadUrlResponse":{"status":302,"followRedirects":true},"downloadUrl":null,"chatTemplate":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-08T13:06:59.972Z","evidence_url":"/api/manifests/hf-model-arliai-phi-3-5-mini-3-8b-arliai-rpmax-v1-1-gguf"},"signature_state":"unsigned"},{"path":"ArliAI-RPMax-3.8B-v1.1-Q3_K_L.gguf","sizeBytes":2087597280,"sha256":"7676ff24586f25cd59b5543df3109e1efa85f3861976da598ef753c92d1376d3","format":"gguf","risk":"low","sourceKind":"external-hf","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","individuallyHashed":true,"fileOnly":true,"directDownloadAuthorized":false,"serveDecision":{"state":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"]},"downloadUrlResponse":{"status":302,"followRedirects":true},"downloadUrl":null,"chatTemplate":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-08T13:06:59.972Z","evidence_url":"/api/manifests/hf-model-arliai-phi-3-5-mini-3-8b-arliai-rpmax-v1-1-gguf"},"signature_state":"unsigned"},{"path":"ArliAI-RPMax-3.8B-v1.1-Q3_K_M.gguf","sizeBytes":1955476704,"sha256":"16f4097ce10d5cff1766544be5725c50d410ff9cce4fede191bc6c4cb4201fa8","format":"gguf","risk":"low","sourceKind":"external-hf","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","individuallyHashed":true,"fileOnly":true,"directDownloadAuthorized":false,"serveDecision":{"state":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"]},"downloadUrlResponse":{"status":302,"followRedirects":true},"downloadUrl":null,"chatTemplate":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-08T13:06:59.972Z","evidence_url":"/api/manifests/hf-model-arliai-phi-3-5-mini-3-8b-arliai-rpmax-v1-1-gguf"},"signature_state":"unsigned"},{"path":"ArliAI-RPMax-3.8B-v1.1-Q3_K_S.gguf","sizeBytes":1681798368,"sha256":"ecad7a1bc71b536f7a228d53bb1689d590b70806b03882cddf36751062625bcb","format":"gguf","risk":"low","sourceKind":"external-hf","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","individuallyHashed":true,"fileOnly":true,"directDownloadAuthorized":false,"serveDecision":{"state":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"]},"downloadUrlResponse":{"status":302,"followRedirects":true},"downloadUrl":null,"chatTemplate":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-08T13:06:59.972Z","evidence_url":"/api/manifests/hf-model-arliai-phi-3-5-mini-3-8b-arliai-rpmax-v1-1-gguf"},"signature_state":"unsigned"},{"path":"ArliAI-RPMax-3.8B-v1.1-Q4_K_M.gguf","sizeBytes":2393232096,"sha256":"6bffbdadfdfa7b33e1f9d2ffc41409e73677531a4c6c23304e976563cbf4e9dd","format":"gguf","risk":"low","sourceKind":"mirrored-upstream","hosted":true,"readiness":"ready","downloadReady":true,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","individuallyHashed":true,"fileOnly":true,"directDownloadAuthorized":true,"serveDecision":{"state":"READY","reasonCodes":[]},"downloadUrlResponse":{"status":302,"followRedirects":true},"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-arliai-phi-3-5-mini-3-8b-arliai-rpmax-v1-1-gguf/ArliAI-RPMax-3.8B-v1.1-Q4_K_M.gguf","chatTemplate":{"artifactId":"hf-model-arliai-phi-3-5-mini-3-8b-arliai-rpmax-v1-1-gguf","filePath":"ArliAI-RPMax-3.8B-v1.1-Q4_K_M.gguf","sha256":"6bffbdadfdfa7b33e1f9d2ffc41409e73677531a4c6c23304e976563cbf4e9dd","architecture":"phi3","generalName":"ArliAI RPMax 3.8B v1.1","tokenizerModel":"llama","contextLength":131072,"bos":"<s>","eos":"<|end|>","stop":["<|end|>"],"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":"2026-09-24T04:05:05.883Z","hasEmbeddedTemplate":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-08T13:06:59.972Z","evidence_url":"/api/manifests/hf-model-arliai-phi-3-5-mini-3-8b-arliai-rpmax-v1-1-gguf"},"signature_state":"signed"},{"path":"ArliAI-RPMax-3.8B-v1.1-Q4_K_S.gguf","sizeBytes":2188759776,"sha256":"29991050a13a4caf115709f2245e4bd0e01c18e48bdff83406d7a52a970aee07","format":"gguf","risk":"low","sourceKind":"external-hf","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","individuallyHashed":true,"fileOnly":true,"directDownloadAuthorized":false,"serveDecision":{"state":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"]},"downloadUrlResponse":{"status":302,"followRedirects":true},"downloadUrl":null,"chatTemplate":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-08T13:06:59.972Z","evidence_url":"/api/manifests/hf-model-arliai-phi-3-5-mini-3-8b-arliai-rpmax-v1-1-gguf"},"signature_state":"unsigned"},{"path":"ArliAI-RPMax-3.8B-v1.1-Q5_K_M.gguf","sizeBytes":2815275744,"sha256":"224f8c66ff5d5aef7e0c735be19ae27d8b2898e7863965a73bbed865b8bd8553","format":"gguf","risk":"low","sourceKind":"external-hf","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","individuallyHashed":true,"fileOnly":true,"directDownloadAuthorized":false,"serveDecision":{"state":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"]},"downloadUrlResponse":{"status":302,"followRedirects":true},"downloadUrl":null,"chatTemplate":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-08T13:06:59.972Z","evidence_url":"/api/manifests/hf-model-arliai-phi-3-5-mini-3-8b-arliai-rpmax-v1-1-gguf"},"signature_state":"unsigned"},{"path":"ArliAI-RPMax-3.8B-v1.1-Q5_K_S.gguf","sizeBytes":2641474272,"sha256":"92688e7bca31ae0c2ac91ce70ee7c7f07d3d272f2a0ebebf3d89f7e097566b32","format":"gguf","risk":"low","sourceKind":"external-hf","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","individuallyHashed":true,"fileOnly":true,"directDownloadAuthorized":false,"serveDecision":{"state":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"]},"downloadUrlResponse":{"status":302,"followRedirects":true},"downloadUrl":null,"chatTemplate":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-08T13:06:59.972Z","evidence_url":"/api/manifests/hf-model-arliai-phi-3-5-mini-3-8b-arliai-rpmax-v1-1-gguf"},"signature_state":"unsigned"},{"path":"ArliAI-RPMax-3.8B-v1.1-Q6_K.gguf","sizeBytes":3135852768,"sha256":"2bb07bc8cb4179eef004d1268adb8164b843c0dc7589d886dd342b4637987dea","format":"gguf","risk":"low","sourceKind":"external-hf","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","individuallyHashed":true,"fileOnly":true,"directDownloadAuthorized":false,"serveDecision":{"state":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"]},"downloadUrlResponse":{"status":302,"followRedirects":true},"downloadUrl":null,"chatTemplate":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-08T13:06:59.972Z","evidence_url":"/api/manifests/hf-model-arliai-phi-3-5-mini-3-8b-arliai-rpmax-v1-1-gguf"},"signature_state":"unsigned"},{"path":"ArliAI-RPMax-3.8B-v1.1-fp16.gguf","sizeBytes":7643296992,"sha256":"d1e484b43bb83051afcd3a4bb590e531f7736b55034accec2aa3d4ab1621c696","format":"gguf","risk":"low","sourceKind":"external-hf","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","individuallyHashed":true,"fileOnly":true,"directDownloadAuthorized":false,"serveDecision":{"state":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"]},"downloadUrlResponse":{"status":302,"followRedirects":true},"downloadUrl":null,"chatTemplate":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-08T13:06:59.972Z","evidence_url":"/api/manifests/hf-model-arliai-phi-3-5-mini-3-8b-arliai-rpmax-v1-1-gguf"},"signature_state":"unsigned"},{"path":"ArliAI-RPMax-3.8B-v1.1-q8_0.gguf","sizeBytes":4061222112,"sha256":"e7f38d73ac110c8e1cbfc66cf45b0ba5976dea097c136028658c37398b1e87dd","format":"gguf","risk":"low","sourceKind":"external-hf","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","individuallyHashed":true,"fileOnly":true,"directDownloadAuthorized":false,"serveDecision":{"state":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"]},"downloadUrlResponse":{"status":302,"followRedirects":true},"downloadUrl":null,"chatTemplate":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-08T13:06:59.972Z","evidence_url":"/api/manifests/hf-model-arliai-phi-3-5-mini-3-8b-arliai-rpmax-v1-1-gguf"},"signature_state":"unsigned"},{"path":"README.md","sizeBytes":2463,"sha256":"","format":"md","risk":"low","sourceKind":"external-hf","hosted":false,"readiness":"blocked","downloadReady":false,"reasonCodes":["NOT_SERVE_ELIGIBLE"],"reason":"This file is not available to download right now.","individuallyHashed":false,"fileOnly":true,"directDownloadAuthorized":false,"serveDecision":{"state":"BLOCKED","reasonCodes":["NOT_SERVE_ELIGIBLE"]},"downloadUrlResponse":{"status":302,"followRedirects":true},"downloadUrl":null,"chatTemplate":null,"serve_verdict":{"can_download":false,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-08T13:06:59.972Z","evidence_url":"/api/manifests/hf-model-arliai-phi-3-5-mini-3-8b-arliai-rpmax-v1-1-gguf"},"signature_state":"unsigned"}],"warnings":["This description is temporarily unavailable."],"nextActions":[{"label":"Inspect recorded bundle state","url":"https://huggingbay.xyz/api/artifacts/hf-model-arliai-phi-3-5-mini-3-8b-arliai-rpmax-v1-1-gguf/bundle","method":"GET"},{"label":"List individually hashed hosted files","url":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-arliai-phi-3-5-mini-3-8b-arliai-rpmax-v1-1-gguf&limit=100","method":"GET"},{"label":"Inspect trust bundle","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-arliai-phi-3-5-mini-3-8b-arliai-rpmax-v1-1-gguf","method":"GET"},{"label":"Open artifact","url":"https://huggingbay.xyz/artifact/hf-model-arliai-phi-3-5-mini-3-8b-arliai-rpmax-v1-1-gguf","method":"GET"}],"docs":{"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-arliai-phi-3-5-mini-3-8b-arliai-rpmax-v1-1-gguf","downloadsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-arliai-phi-3-5-mini-3-8b-arliai-rpmax-v1-1-gguf&limit=100","bundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-arliai-phi-3-5-mini-3-8b-arliai-rpmax-v1-1-gguf/bundle","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-arliai-phi-3-5-mini-3-8b-arliai-rpmax-v1-1-gguf"},"note":{"summary":"Downloadable doesn't mean tested: this record says whether the exact file can be downloaded now, not that the model is complete or that it runs.","downloadable":true},"serve_verdict":{"can_download":true,"bytes_verified":false,"signature":"unsigned","freshness":"current","checked_at":"2026-11-08T13:06:59.972Z","evidence_url":"/api/manifests/hf-model-arliai-phi-3-5-mini-3-8b-arliai-rpmax-v1-1-gguf"}}