{"serveDecision":{"state":"READY","authority":"live-serve-decision"},"downloadable":true,"downloadReady":true,"degraded":false,"stale":false,"readinessCheckedAt":"2026-11-06T18:15:36.092Z","readinessSource":"file-check","schemaVersion":"hugging-bay.local-kit.v2","displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-11-06T18:12:34.368Z","generatedAt":"2026-11-06T18:15:36.093Z","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 'Katarau-9B-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":"Katarau-9B-Q4_K_M.gguf","templateSha256":"09cc549baa4267fbafc46992a0d3d9ac732159340c1898aa3fc9d585a836fc81","sha256":"ea003870e33446d2745c861b10e4b58c069d77ea6a4b2cff109f2228815aad3a"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5},{"tool":"ollama","label":"Ollama","note":"Builds a local Ollama model named \"katarau-9b-q4_k_m\" from the file (Ollama imports the file's embedded chat template) and starts a chat.","prefilledFrom":{"file":"Katarau-9B-Q4_K_M.gguf","templateSha256":"09cc549baa4267fbafc46992a0d3d9ac732159340c1898aa3fc9d585a836fc81","sha256":"ea003870e33446d2745c861b10e4b58c069d77ea6a4b2cff109f2228815aad3a"},"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":"Katarau-9B-Q4_K_M.gguf","templateSha256":"09cc549baa4267fbafc46992a0d3d9ac732159340c1898aa3fc9d585a836fc81","sha256":"ea003870e33446d2745c861b10e4b58c069d77ea6a4b2cff109f2228815aad3a"},"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(\"./Katarau-9B-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":"Katarau-9B-Q4_K_M.gguf","templateSha256":"09cc549baa4267fbafc46992a0d3d9ac732159340c1898aa3fc9d585a836fc81","sha256":"ea003870e33446d2745c861b10e4b58c069d77ea6a4b2cff109f2228815aad3a"},"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":"ea003870e33446d2745c861b10e4b58c069d77ea6a4b2cff109f2228815aad3a","templateSha256":"09cc549baa4267fbafc46992a0d3d9ac732159340c1898aa3fc9d585a836fc81","templateText":"{%- for message in messages %}{{- '<|im_start|>' + message['role'] + '\\n' + message['content'] + '<|im_end|>\\n' }}{%- endfor %}{%- if add_generation_prompt %}{{- '<|im_start|>assistant\\n<think>\\n\\n</think>\\n\\n' }}{%- endif %}","extractedAt":"2026-09-24","extractionStage":"ingest.template-extract/v1","architecture":"qwen35","contextLength":262144,"stop":["<|im_end|>"],"thinking":{"mode":"delimited","open":"<think>","close":"</think>"}},"artifact":{"id":"hf-model-katafiek-katarau-9b-ru-rp-nsfw-gguf","repo":"katafiek/Katarau-9B-ru-RP-nsfw-GGUF","type":"llm","summary":"Model from Hugging Face for text generation: katafiek/Katarau-9B-ru-RP-nsfw-GGUF · unknown","license":"apache-2.0","hostingStatus":"hosted","hostedFileCount":1,"hostedFileCountAuthority":"live-serve-decision","displayFileCount":1,"fileCount":6,"upstreamUrl":"https://huggingface.co/katafiek/Katarau-9B-ru-RP-nsfw-GGUF"},"tool":"any","toolCompatibility":{"status":"unknown","reason":"recorded-evaluator-not-integrated"},"readiness":{"state":"ready","asOf":"2026-11-06T18:15:36.093Z","reason":"Hosted by Hugging Bay — byte-verified 2026-09-22T13:38:41.646Z, license clear (apache-2.0).","downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-katafiek-katarau-9b-ru-rp-nsfw-gguf/Katarau-9B-Q4_K_M.gguf"},"requiredFiles":[{"path":".gitattributes","sizeBytes":1819,"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":"2026-11-06T18:15:36.092Z","evidence_url":"/api/manifests/hf-model-katafiek-katarau-9b-ru-rp-nsfw-gguf"},"signature_state":"unsigned"},{"path":"Katarau-9B-Q4_K_M.gguf","sizeBytes":5629101024,"sha256":"ea003870e33446d2745c861b10e4b58c069d77ea6a4b2cff109f2228815aad3a","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-katafiek-katarau-9b-ru-rp-nsfw-gguf/Katarau-9B-Q4_K_M.gguf","chatTemplate":{"artifactId":"hf-model-katafiek-katarau-9b-ru-rp-nsfw-gguf","filePath":"Katarau-9B-Q4_K_M.gguf","sha256":"ea003870e33446d2745c861b10e4b58c069d77ea6a4b2cff109f2228815aad3a","architecture":"qwen35","generalName":"Katarau Final2","tokenizerModel":"gpt2","contextLength":262144,"bos":null,"eos":"<|im_end|>","stop":["<|im_end|>"],"thinking":{"mode":"delimited","open":"<think>","close":"</think>"},"chatTemplate":"{%- for message in messages %}{{- '<|im_start|>' + message['role'] + '\\n' + message['content'] + '<|im_end|>\\n' }}{%- endfor %}{%- if add_generation_prompt %}{{- '<|im_start|>assistant\\n<think>\\n\\n</think>\\n\\n' }}{%- endif %}","templateDigest":"sha256:09cc549baa4267fbafc46992a0d3d9ac732159340c1898aa3fc9d585a836fc81","extractionReason":"embedded-template","extractorVersion":"hugging-bay.gguf-embedded-chat-contract.v1","extractedAt":"2026-09-24T04:45:24.382Z","hasEmbeddedTemplate":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-11-06T18:15:36.092Z","evidence_url":"/api/manifests/hf-model-katafiek-katarau-9b-ru-rp-nsfw-gguf"},"signature_state":"unsigned"},{"path":"Katarau-9B-Q5_K_M.gguf","sizeBytes":6467961824,"sha256":"5dcf705b10804254a3bb760018d5aab36916d5d71cb55b466b6cb89ae296a1a6","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":"2026-11-06T18:15:36.092Z","evidence_url":"/api/manifests/hf-model-katafiek-katarau-9b-ru-rp-nsfw-gguf"},"signature_state":"unsigned"},{"path":"Katarau-9B-Q6_K.gguf","sizeBytes":7359251424,"sha256":"e9f0aadd2b3169d0c3695adbc29dd58f47244ee02d61b3614edc65daa7b2e269","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":"2026-11-06T18:15:36.092Z","evidence_url":"/api/manifests/hf-model-katafiek-katarau-9b-ru-rp-nsfw-gguf"},"signature_state":"unsigned"},{"path":"Katarau-9B-Q8_0.gguf","sizeBytes":9527493600,"sha256":"dbf9453a93a188c9741f5c34290b6685e55960ef36d67352614eb6d0e0d404df","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":"2026-11-06T18:15:36.092Z","evidence_url":"/api/manifests/hf-model-katafiek-katarau-9b-ru-rp-nsfw-gguf"},"signature_state":"unsigned"},{"path":"README.md","sizeBytes":456,"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":"2026-11-06T18:15:36.092Z","evidence_url":"/api/manifests/hf-model-katafiek-katarau-9b-ru-rp-nsfw-gguf"},"signature_state":"unsigned"}],"warnings":["This description is temporarily unavailable."],"nextActions":[{"label":"Inspect recorded bundle state","url":"https://huggingbay.xyz/api/artifacts/hf-model-katafiek-katarau-9b-ru-rp-nsfw-gguf/bundle","method":"GET"},{"label":"List individually hashed hosted files","url":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-katafiek-katarau-9b-ru-rp-nsfw-gguf&limit=100","method":"GET"},{"label":"Inspect trust bundle","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-katafiek-katarau-9b-ru-rp-nsfw-gguf","method":"GET"},{"label":"Open artifact","url":"https://huggingbay.xyz/artifact/hf-model-katafiek-katarau-9b-ru-rp-nsfw-gguf","method":"GET"}],"docs":{"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-katafiek-katarau-9b-ru-rp-nsfw-gguf","downloadsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-katafiek-katarau-9b-ru-rp-nsfw-gguf&limit=100","bundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-katafiek-katarau-9b-ru-rp-nsfw-gguf/bundle","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-katafiek-katarau-9b-ru-rp-nsfw-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":"2026-11-06T18:15:36.092Z","evidence_url":"/api/manifests/hf-model-katafiek-katarau-9b-ru-rp-nsfw-gguf"}}