{"serveDecision":{"state":"READY","authority":"live-serve-decision"},"downloadable":true,"downloadReady":true,"degraded":false,"stale":false,"readinessCheckedAt":"2026-11-08T05:36:44.947Z","readinessSource":"file-check","schemaVersion":"hugging-bay.local-kit.v2","displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-11-08T05:36:05.260Z","generatedAt":"2026-11-08T05:36:44.947Z","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 'remnant-qwen3-8b.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":"remnant-qwen3-8b.Q4_K_M.gguf","templateSha256":"58c1a1f04baa7adaeaba1f90267c3d57d9396f0c1f0129bdde9e76d3c6784af7","sha256":"abffb335a6891b02cbd1569a63dd0dc65f89b2e4c0fb0e9eaec36a508e6cbbe8"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5},{"tool":"ollama","label":"Ollama","note":"Builds a local Ollama model named \"remnant-qwen3-8b.q4_k_m\" from the file (Ollama imports the file's embedded chat template) and starts a chat.","prefilledFrom":{"file":"remnant-qwen3-8b.Q4_K_M.gguf","templateSha256":"58c1a1f04baa7adaeaba1f90267c3d57d9396f0c1f0129bdde9e76d3c6784af7","sha256":"abffb335a6891b02cbd1569a63dd0dc65f89b2e4c0fb0e9eaec36a508e6cbbe8"},"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":"remnant-qwen3-8b.Q4_K_M.gguf","templateSha256":"58c1a1f04baa7adaeaba1f90267c3d57d9396f0c1f0129bdde9e76d3c6784af7","sha256":"abffb335a6891b02cbd1569a63dd0dc65f89b2e4c0fb0e9eaec36a508e6cbbe8"},"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(\"./remnant-qwen3-8b.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":"remnant-qwen3-8b.Q4_K_M.gguf","templateSha256":"58c1a1f04baa7adaeaba1f90267c3d57d9396f0c1f0129bdde9e76d3c6784af7","sha256":"abffb335a6891b02cbd1569a63dd0dc65f89b2e4c0fb0e9eaec36a508e6cbbe8"},"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":"abffb335a6891b02cbd1569a63dd0dc65f89b2e4c0fb0e9eaec36a508e6cbbe8","templateSha256":"58c1a1f04baa7adaeaba1f90267c3d57d9396f0c1f0129bdde9e76d3c6784af7","templateText":"{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% for message in messages %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}","extractedAt":"2026-09-24","extractionStage":"ingest.template-extract/v1","architecture":"qwen3","contextLength":32768,"stop":["<|im_end|>"],"thinking":{"mode":"none"}},"artifact":{"id":"hf-model-mradermacher-remnant-qwen3-8b-gguf","repo":"mradermacher/remnant-qwen3-8b-GGUF","type":"llm","summary":"Model from Hugging Face for llm: mradermacher/remnant-qwen3-8b-GGUF · transformers","license":"apache-2.0","hostingStatus":"hosted","hostedFileCount":1,"hostedFileCountAuthority":"live-serve-decision","displayFileCount":1,"fileCount":14,"upstreamUrl":"https://huggingface.co/mradermacher/remnant-qwen3-8b-GGUF"},"tool":"any","toolCompatibility":{"status":"unknown","reason":"recorded-evaluator-not-integrated"},"readiness":{"state":"ready","asOf":"2026-11-08T05:36:44.947Z","reason":"Hosted by Hugging Bay — byte-verified 2026-09-15T16:57:58.268Z, license clear (apache-2.0).","downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-mradermacher-remnant-qwen3-8b-gguf/remnant-qwen3-8b.Q4_K_M.gguf"},"requiredFiles":[{"path":".gitattributes","sizeBytes":2290,"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":"2026-11-08T05:36:44.947Z","evidence_url":"/api/manifests/hf-model-mradermacher-remnant-qwen3-8b-gguf"},"signature_state":"unsigned"},{"path":"README.md","sizeBytes":3422,"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":"2026-11-08T05:36:44.947Z","evidence_url":"/api/manifests/hf-model-mradermacher-remnant-qwen3-8b-gguf"},"signature_state":"unsigned"},{"path":"remnant-qwen3-8b.IQ4_XS.gguf","sizeBytes":4593293120,"sha256":"198770274cc9d16981faee63372b971da0ad8abd202c95fe87221c83ef3dfa39","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":"2026-11-08T05:36:44.947Z","evidence_url":"/api/manifests/hf-model-mradermacher-remnant-qwen3-8b-gguf"},"signature_state":"unsigned"},{"path":"remnant-qwen3-8b.Q2_K.gguf","sizeBytes":3281729344,"sha256":"c83b78358ce9ffc8ad9c50530778c8473cff47204e6c7f5a906add7fa5f6102e","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":"2026-11-08T05:36:44.947Z","evidence_url":"/api/manifests/hf-model-mradermacher-remnant-qwen3-8b-gguf"},"signature_state":"unsigned"},{"path":"remnant-qwen3-8b.Q3_K_L.gguf","sizeBytes":4431390528,"sha256":"e8e0be32d0766597d64223dc4b20c2da32ce0e97dea8d2bdff9fc194993d3ee9","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":"2026-11-08T05:36:44.947Z","evidence_url":"/api/manifests/hf-model-mradermacher-remnant-qwen3-8b-gguf"},"signature_state":"unsigned"},{"path":"remnant-qwen3-8b.Q3_K_M.gguf","sizeBytes":4124157760,"sha256":"600c99590fed639f9a2187d6a3c27b9aeab0e68fd237f31ffd863c85566feb69","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":"2026-11-08T05:36:44.947Z","evidence_url":"/api/manifests/hf-model-mradermacher-remnant-qwen3-8b-gguf"},"signature_state":"unsigned"},{"path":"remnant-qwen3-8b.Q3_K_S.gguf","sizeBytes":3769608000,"sha256":"876dc3ca9a4449c3ed853914235ead2840f0c35923443c2cc4fbef47f1cbec2c","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":"2026-11-08T05:36:44.947Z","evidence_url":"/api/manifests/hf-model-mradermacher-remnant-qwen3-8b-gguf"},"signature_state":"unsigned"},{"path":"remnant-qwen3-8b.Q4_K_M.gguf","sizeBytes":5027780416,"sha256":"abffb335a6891b02cbd1569a63dd0dc65f89b2e4c0fb0e9eaec36a508e6cbbe8","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-mradermacher-remnant-qwen3-8b-gguf/remnant-qwen3-8b.Q4_K_M.gguf","chatTemplate":{"artifactId":"hf-model-mradermacher-remnant-qwen3-8b-gguf","filePath":"remnant-qwen3-8b.Q4_K_M.gguf","sha256":"abffb335a6891b02cbd1569a63dd0dc65f89b2e4c0fb0e9eaec36a508e6cbbe8","architecture":"qwen3","generalName":"Remnant Qwen3 8b","tokenizerModel":"gpt2","contextLength":32768,"bos":null,"eos":"<|im_end|>","stop":["<|im_end|>"],"thinking":{"mode":"none"},"chatTemplate":"{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% for message in messages %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}","templateDigest":"sha256:58c1a1f04baa7adaeaba1f90267c3d57d9396f0c1f0129bdde9e76d3c6784af7","extractionReason":"embedded-template","extractorVersion":"hugging-bay.gguf-embedded-chat-contract.v1","extractedAt":"2026-09-24T04:40:43.137Z","hasEmbeddedTemplate":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-11-08T05:36:44.947Z","evidence_url":"/api/manifests/hf-model-mradermacher-remnant-qwen3-8b-gguf"},"signature_state":"unsigned"},{"path":"remnant-qwen3-8b.Q4_K_S.gguf","sizeBytes":4802008896,"sha256":"1627704fbb2f670473084ece401315fbe49838fd604a6fe69d7f9ed774db1f8c","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":"2026-11-08T05:36:44.947Z","evidence_url":"/api/manifests/hf-model-mradermacher-remnant-qwen3-8b-gguf"},"signature_state":"unsigned"},{"path":"remnant-qwen3-8b.Q5_K_M.gguf","sizeBytes":5851109184,"sha256":"802b3bc06f122276186d720458df8e1d1da85351cf0818bdf91915c6447257a8","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":"2026-11-08T05:36:44.947Z","evidence_url":"/api/manifests/hf-model-mradermacher-remnant-qwen3-8b-gguf"},"signature_state":"unsigned"},{"path":"remnant-qwen3-8b.Q5_K_S.gguf","sizeBytes":5720758080,"sha256":"7bc633c7e943b86269b3cf07fa8d74736343eb8f37a30d8957f824587db23a05","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":"2026-11-08T05:36:44.947Z","evidence_url":"/api/manifests/hf-model-mradermacher-remnant-qwen3-8b-gguf"},"signature_state":"unsigned"},{"path":"remnant-qwen3-8b.Q6_K.gguf","sizeBytes":6725896000,"sha256":"d265f8b21fb0b52b3fa2061b73e8b000e0093938c10a0590a166f12cf73153c2","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":"2026-11-08T05:36:44.947Z","evidence_url":"/api/manifests/hf-model-mradermacher-remnant-qwen3-8b-gguf"},"signature_state":"unsigned"},{"path":"remnant-qwen3-8b.Q8_0.gguf","sizeBytes":8709515072,"sha256":"977e2d671c52b8ea17a1acbe2e5396597d11ccbe54272fd437ac5036b649e677","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":"2026-11-08T05:36:44.947Z","evidence_url":"/api/manifests/hf-model-mradermacher-remnant-qwen3-8b-gguf"},"signature_state":"unsigned"},{"path":"remnant-qwen3-8b.f16.gguf","sizeBytes":16388040512,"sha256":"794394107ca6c12004e176501a782b670ae829c3c97977d40d1de8e497126e0c","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":"2026-11-08T05:36:44.947Z","evidence_url":"/api/manifests/hf-model-mradermacher-remnant-qwen3-8b-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-remnant-qwen3-8b-gguf/bundle","method":"GET"},{"label":"List individually hashed hosted files","url":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mradermacher-remnant-qwen3-8b-gguf&limit=100","method":"GET"},{"label":"Inspect trust bundle","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-remnant-qwen3-8b-gguf","method":"GET"},{"label":"Open artifact","url":"https://huggingbay.xyz/artifact/hf-model-mradermacher-remnant-qwen3-8b-gguf","method":"GET"}],"docs":{"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-mradermacher-remnant-qwen3-8b-gguf","downloadsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mradermacher-remnant-qwen3-8b-gguf&limit=100","bundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-remnant-qwen3-8b-gguf/bundle","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-remnant-qwen3-8b-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":"2026-11-08T05:36:44.947Z","evidence_url":"/api/manifests/hf-model-mradermacher-remnant-qwen3-8b-gguf"}}