{"serveDecision":{"state":"UNKNOWN","authority":"live-serve-decision"},"downloadable":null,"downloadReady":null,"degraded":false,"stale":false,"schemaVersion":"hugging-bay.local-kit.v2","displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-11-03T13:51:20.172Z","generatedAt":"2026-11-03T13:51:24.256Z","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 'HYZ-01-0.6B.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":"HYZ-01-0.6B.Q4_K_M.gguf","templateSha256":"37bc35cacaefe7799c80c1723bcf259f6fa07c60ba53540ddeb895edad84d8b9","sha256":"9c8eeca0b2732dd9f6f5df72d57e7b62e3dd65e8f86fcaa8808fb235afe87c7d"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5},{"tool":"ollama","label":"Ollama","note":"Builds a local Ollama model named \"hyz-01-0.6b.q4_k_m\" from the file (Ollama imports the file's embedded chat template) and starts a chat.","prefilledFrom":{"file":"HYZ-01-0.6B.Q4_K_M.gguf","templateSha256":"37bc35cacaefe7799c80c1723bcf259f6fa07c60ba53540ddeb895edad84d8b9","sha256":"9c8eeca0b2732dd9f6f5df72d57e7b62e3dd65e8f86fcaa8808fb235afe87c7d"},"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":"HYZ-01-0.6B.Q4_K_M.gguf","templateSha256":"37bc35cacaefe7799c80c1723bcf259f6fa07c60ba53540ddeb895edad84d8b9","sha256":"9c8eeca0b2732dd9f6f5df72d57e7b62e3dd65e8f86fcaa8808fb235afe87c7d"},"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(\"./HYZ-01-0.6B.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":"HYZ-01-0.6B.Q4_K_M.gguf","templateSha256":"37bc35cacaefe7799c80c1723bcf259f6fa07c60ba53540ddeb895edad84d8b9","sha256":"9c8eeca0b2732dd9f6f5df72d57e7b62e3dd65e8f86fcaa8808fb235afe87c7d"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5}],"runBlockKind":"hosted-file-recipe","chatContract":{"available":true,"source":"gguf-metadata:tokenizer.chat_template","sourceFileSha256":"9c8eeca0b2732dd9f6f5df72d57e7b62e3dd65e8f86fcaa8808fb235afe87c7d","templateSha256":"37bc35cacaefe7799c80c1723bcf259f6fa07c60ba53540ddeb895edad84d8b9","templateText":"{% for message in messages %}{% if message['role'] == 'system' %}<|system|>\n{{ message['content'] }}<|endoftext|>\n{% elif message['role'] == 'user' %}<|user|>\n{{ message['content'] }}<|endoftext|>\n{% elif message['role'] == 'assistant' %}<|assistant|>\n{{ message['content'] }}<|endoftext|>\n{% endif %}{% endfor %}{% if add_generation_prompt %}<|assistant|>\n{% endif %}","extractedAt":"2026-09-24","extractionStage":"ingest.template-extract/v1","architecture":"qwen3","contextLength":32768,"stop":["<|endoftext|>"],"thinking":{"mode":"none"}},"artifact":{"id":"hf-model-mradermacher-hyz-01-0-6b-gguf","repo":"mradermacher/HYZ-01-0.6B-GGUF","type":"llm","summary":"Model from Hugging Face for question answering: mradermacher/HYZ-01-0.6B-GGUF · transformers","license":"apache-2.0","hostingStatus":"hosted","hostedFileCount":1,"hostedFileCountAuthority":"live-serve-decision","displayFileCount":1,"fileCount":14,"upstreamUrl":"https://huggingface.co/mradermacher/HYZ-01-0.6B-GGUF"},"tool":"any","toolCompatibility":{"status":"unknown","reason":"recorded-evaluator-not-integrated"},"readiness":"unknown","requiredFiles":[{"path":".gitattributes","sizeBytes":2230,"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":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-mradermacher-hyz-01-0-6b-gguf"},"signature_state":"unsigned"},{"path":"HYZ-01-0.6B.IQ4_XS.gguf","sizeBytes":369062336,"sha256":"c40ea62a47960ae02419fab3119cef1ff4a8375edd6029ea6dc733729e0b84cd","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":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-mradermacher-hyz-01-0-6b-gguf"},"signature_state":"unsigned"},{"path":"HYZ-01-0.6B.Q2_K.gguf","sizeBytes":296022464,"sha256":"a6101ce7eb865878a2cb592262bd3b1a0ce5b4cac43b614358d34a2fcef01bc9","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":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-mradermacher-hyz-01-0-6b-gguf"},"signature_state":"unsigned"},{"path":"HYZ-01-0.6B.Q3_K_L.gguf","sizeBytes":368275904,"sha256":"1da23381b6eaf767febb3e10f61a72178c766e4f8052114221d6bc5734b81bb5","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":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-mradermacher-hyz-01-0-6b-gguf"},"signature_state":"unsigned"},{"path":"HYZ-01-0.6B.Q3_K_M.gguf","sizeBytes":346911168,"sha256":"0033654428082fce3dccc52156463fa883a48335b39f1598624ae3b7fc958557","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":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-mradermacher-hyz-01-0-6b-gguf"},"signature_state":"unsigned"},{"path":"HYZ-01-0.6B.Q3_K_S.gguf","sizeBytes":322859456,"sha256":"c7f6bea54012031e113a0d168c922ea4f8773f2eeee5945b78b9aac0ac1a2b61","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":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-mradermacher-hyz-01-0-6b-gguf"},"signature_state":"unsigned"},{"path":"HYZ-01-0.6B.Q4_K_M.gguf","sizeBytes":396489152,"sha256":"9c8eeca0b2732dd9f6f5df72d57e7b62e3dd65e8f86fcaa8808fb235afe87c7d","format":"gguf","risk":"low","sourceKind":"mirrored-upstream","hosted":true,"readiness":"unknown","downloadReady":null,"reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","individuallyHashed":true,"fileOnly":true,"directDownloadAuthorized":true,"serveDecision":{"state":"UNKNOWN","reasonCodes":[]},"downloadUrlResponse":{"status":302,"followRedirects":true},"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-mradermacher-hyz-01-0-6b-gguf/HYZ-01-0.6B.Q4_K_M.gguf","chatTemplate":{"artifactId":"hf-model-mradermacher-hyz-01-0-6b-gguf","filePath":"HYZ-01-0.6B.Q4_K_M.gguf","sha256":"9c8eeca0b2732dd9f6f5df72d57e7b62e3dd65e8f86fcaa8808fb235afe87c7d","architecture":"qwen3","generalName":"HYZ 01 0.6B","tokenizerModel":"gpt2","contextLength":32768,"bos":"<|endoftext|>","eos":"<|endoftext|>","stop":["<|endoftext|>"],"thinking":{"mode":"none"},"chatTemplate":"{% for message in messages %}{% if message['role'] == 'system' %}<|system|>\n{{ message['content'] }}<|endoftext|>\n{% elif message['role'] == 'user' %}<|user|>\n{{ message['content'] }}<|endoftext|>\n{% elif message['role'] == 'assistant' %}<|assistant|>\n{{ message['content'] }}<|endoftext|>\n{% endif %}{% endfor %}{% if add_generation_prompt %}<|assistant|>\n{% endif %}","templateDigest":"sha256:37bc35cacaefe7799c80c1723bcf259f6fa07c60ba53540ddeb895edad84d8b9","extractionReason":"embedded-template","extractorVersion":"hugging-bay.gguf-embedded-chat-contract.v1","extractedAt":"2026-09-24T03:48:43.041Z","hasEmbeddedTemplate":true},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-mradermacher-hyz-01-0-6b-gguf"},"signature_state":"unsigned"},{"path":"HYZ-01-0.6B.Q4_K_S.gguf","sizeBytes":383054272,"sha256":"76c379ae3a5819dc5f56cbc4836f82af9a494b6fba478616f74d37e2b1c80d78","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":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-mradermacher-hyz-01-0-6b-gguf"},"signature_state":"unsigned"},{"path":"HYZ-01-0.6B.Q5_K_M.gguf","sizeBytes":444199360,"sha256":"c6fc53a80d3feb98b4278a100fd4dbd98aa9a39ed7ecfb8c2fa524b8cf250a45","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":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-mradermacher-hyz-01-0-6b-gguf"},"signature_state":"unsigned"},{"path":"HYZ-01-0.6B.Q5_K_S.gguf","sizeBytes":436400576,"sha256":"f153a446c9249c1f4d04a9ab3ee451526b94b3120a77b7a9f0c10e96e0abeb3d","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":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-mradermacher-hyz-01-0-6b-gguf"},"signature_state":"unsigned"},{"path":"HYZ-01-0.6B.Q6_K.gguf","sizeBytes":494891456,"sha256":"2d810b8d929c01facdbd6c49a01caf4a0a800ea74bf428efaeaa8881533125b3","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":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-mradermacher-hyz-01-0-6b-gguf"},"signature_state":"unsigned"},{"path":"HYZ-01-0.6B.Q8_0.gguf","sizeBytes":639170400,"sha256":"23cbfa9f62eb3d27ea270d87a1812b5ab1438d363f42378047debde538da5e26","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":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-mradermacher-hyz-01-0-6b-gguf"},"signature_state":"unsigned"},{"path":"HYZ-01-0.6B.f16.gguf","sizeBytes":1197669600,"sha256":"0cf1450458263dba96c84ec077f6e11ff430f39d866428bd035b259efa2b8d72","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":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-mradermacher-hyz-01-0-6b-gguf"},"signature_state":"unsigned"},{"path":"README.md","sizeBytes":3643,"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":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-mradermacher-hyz-01-0-6b-gguf"},"signature_state":"unsigned"}],"warnings":["This description is temporarily unavailable."],"nextActions":[{"label":"Inspect recorded bundle state","url":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-hyz-01-0-6b-gguf/bundle","method":"GET"},{"label":"List individually hashed hosted files","url":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mradermacher-hyz-01-0-6b-gguf&limit=100","method":"GET"},{"label":"Inspect trust bundle","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-hyz-01-0-6b-gguf","method":"GET"},{"label":"Open artifact","url":"https://huggingbay.xyz/artifact/hf-model-mradermacher-hyz-01-0-6b-gguf","method":"GET"}],"docs":{"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-mradermacher-hyz-01-0-6b-gguf","downloadsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mradermacher-hyz-01-0-6b-gguf&limit=100","bundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-hyz-01-0-6b-gguf/bundle","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-hyz-01-0-6b-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":false,"bytes_verified":false,"signature":"unsigned","freshness":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-mradermacher-hyz-01-0-6b-gguf"}}