{"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":"2026-11-01T07:49:34.249Z","generatedAt":"2026-11-01T07:50:33.110Z","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 'PocketThinker-QwQ-3B-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":"PocketThinker-QwQ-3B-Instruct.Q4_K_M.gguf","templateSha256":"e187bfdc80c84e1a951e74d76368da6c603a74a3e45a44685b12bc46ee7540a7","sha256":"66fcb5c26956fc7f0b3526e0520fa31ea452c5c24c41e5efd784b228d33e77d7"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5},{"tool":"ollama","label":"Ollama","note":"Builds a local Ollama model named \"pocketthinker-qwq-3b-instruct.q4_k_m\" from the file (Ollama imports the file's embedded chat template) and starts a chat.","prefilledFrom":{"file":"PocketThinker-QwQ-3B-Instruct.Q4_K_M.gguf","templateSha256":"e187bfdc80c84e1a951e74d76368da6c603a74a3e45a44685b12bc46ee7540a7","sha256":"66fcb5c26956fc7f0b3526e0520fa31ea452c5c24c41e5efd784b228d33e77d7"},"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":"PocketThinker-QwQ-3B-Instruct.Q4_K_M.gguf","templateSha256":"e187bfdc80c84e1a951e74d76368da6c603a74a3e45a44685b12bc46ee7540a7","sha256":"66fcb5c26956fc7f0b3526e0520fa31ea452c5c24c41e5efd784b228d33e77d7"},"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(\"./PocketThinker-QwQ-3B-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":"PocketThinker-QwQ-3B-Instruct.Q4_K_M.gguf","templateSha256":"e187bfdc80c84e1a951e74d76368da6c603a74a3e45a44685b12bc46ee7540a7","sha256":"66fcb5c26956fc7f0b3526e0520fa31ea452c5c24c41e5efd784b228d33e77d7"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5}],"runBlockKind":"hosted-file-recipe","chatContract":{"available":true,"source":"gguf-metadata:tokenizer.chat_template","sourceFileSha256":"66fcb5c26956fc7f0b3526e0520fa31ea452c5c24c41e5efd784b228d33e77d7","templateSha256":"e187bfdc80c84e1a951e74d76368da6c603a74a3e45a44685b12bc46ee7540a7","templateText":"{% set system_message = 'You are a helpful assistant.' %}{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% endif %}{% if system_message is defined %}{{ '<|im_start|>system\n' + system_message + '<|im_end|>\n' }}{% endif %}{% for message in loop_messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ '<|im_start|>user\n' + content + '<|im_end|>\n<|im_start|>assistant\n' }}{% elif message['role'] == 'assistant' %}{{ content + '<|im_end|>' + '\n' }}{% endif %}{% endfor %}","extractedAt":"2026-09-24","extractionStage":"ingest.template-extract/v1","architecture":"qwen2","contextLength":32768,"stop":["<|im_end|>"],"thinking":{"mode":"none"}},"artifact":{"id":"hf-model-mradermacher-pocketthinker-qwq-3b-instruct-gguf","repo":"mradermacher/PocketThinker-QwQ-3B-Instruct-GGUF","type":"llm","summary":"Model from Hugging Face for llm: mradermacher/PocketThinker-QwQ-3B-Instruct-GGUF · transformers","license":"apache-2.0","hostingStatus":"hosted","hostedFileCount":1,"hostedFileCountAuthority":"live-serve-decision","displayFileCount":1,"fileCount":14,"upstreamUrl":"https://huggingface.co/mradermacher/PocketThinker-QwQ-3B-Instruct-GGUF"},"tool":"any","toolCompatibility":{"status":"unknown","reason":"recorded-evaluator-not-integrated"},"readiness":"unknown","requiredFiles":[{"path":".gitattributes","sizeBytes":2446,"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-pocketthinker-qwq-3b-instruct-gguf"},"signature_state":"unsigned"},{"path":"PocketThinker-QwQ-3B-Instruct.IQ4_XS.gguf","sizeBytes":1753184672,"sha256":"e5724da8511b1fc7ddc48a80b3132197e30adbdbd302089292494c4182fe4d73","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-pocketthinker-qwq-3b-instruct-gguf"},"signature_state":"unsigned"},{"path":"PocketThinker-QwQ-3B-Instruct.Q2_K.gguf","sizeBytes":1274755488,"sha256":"670101c2edb818a2df5a359e7884a6712776cbdc20d113bb1e118aa4baed9252","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-pocketthinker-qwq-3b-instruct-gguf"},"signature_state":"unsigned"},{"path":"PocketThinker-QwQ-3B-Instruct.Q3_K_L.gguf","sizeBytes":1707391392,"sha256":"e380f491eb4b95df1e798e5493be01acf5fd043c395e5db74956107997da28b8","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-pocketthinker-qwq-3b-instruct-gguf"},"signature_state":"unsigned"},{"path":"PocketThinker-QwQ-3B-Instruct.Q3_K_M.gguf","sizeBytes":1590475168,"sha256":"8626b784514a534dc328abd3f1fcb4ea0cf216341ab2d140805633784f89933a","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-pocketthinker-qwq-3b-instruct-gguf"},"signature_state":"unsigned"},{"path":"PocketThinker-QwQ-3B-Instruct.Q3_K_S.gguf","sizeBytes":1454356896,"sha256":"8ad82a45d7ab982d2c0b361846c432e0d9426d7050f960a6ffa3f2944f663085","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-pocketthinker-qwq-3b-instruct-gguf"},"signature_state":"unsigned"},{"path":"PocketThinker-QwQ-3B-Instruct.Q4_K_M.gguf","sizeBytes":1929902496,"sha256":"66fcb5c26956fc7f0b3526e0520fa31ea452c5c24c41e5efd784b228d33e77d7","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-pocketthinker-qwq-3b-instruct-gguf/PocketThinker-QwQ-3B-Instruct.Q4_K_M.gguf","chatTemplate":{"artifactId":"hf-model-mradermacher-pocketthinker-qwq-3b-instruct-gguf","filePath":"PocketThinker-QwQ-3B-Instruct.Q4_K_M.gguf","sha256":"66fcb5c26956fc7f0b3526e0520fa31ea452c5c24c41e5efd784b228d33e77d7","architecture":"qwen2","generalName":"PocketThinker QwQ 3B Instruct","tokenizerModel":"gpt2","contextLength":32768,"bos":"<|endoftext|>","eos":"<|im_end|>","stop":["<|im_end|>"],"thinking":{"mode":"none"},"chatTemplate":"{% set system_message = 'You are a helpful assistant.' %}{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% endif %}{% if system_message is defined %}{{ '<|im_start|>system\n' + system_message + '<|im_end|>\n' }}{% endif %}{% for message in loop_messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ '<|im_start|>user\n' + content + '<|im_end|>\n<|im_start|>assistant\n' }}{% elif message['role'] == 'assistant' %}{{ content + '<|im_end|>' + '\n' }}{% endif %}{% endfor %}","templateDigest":"sha256:e187bfdc80c84e1a951e74d76368da6c603a74a3e45a44685b12bc46ee7540a7","extractionReason":"embedded-template","extractorVersion":"hugging-bay.gguf-embedded-chat-contract.v1","extractedAt":"2026-09-24T04:01:17.061Z","hasEmbeddedTemplate":true},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-mradermacher-pocketthinker-qwq-3b-instruct-gguf"},"signature_state":"unsigned"},{"path":"PocketThinker-QwQ-3B-Instruct.Q4_K_S.gguf","sizeBytes":1834383776,"sha256":"3bc636b8a93a50ed4149ce5b2e66fe99b85db02cf0b154347fa794354f489c6d","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-pocketthinker-qwq-3b-instruct-gguf"},"signature_state":"unsigned"},{"path":"PocketThinker-QwQ-3B-Instruct.Q5_K_M.gguf","sizeBytes":2224814496,"sha256":"f7a062a11310167b9269d4ae2c6a95db7ee83bdcf0c62530da8347b832a51007","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-pocketthinker-qwq-3b-instruct-gguf"},"signature_state":"unsigned"},{"path":"PocketThinker-QwQ-3B-Instruct.Q5_K_S.gguf","sizeBytes":2169665952,"sha256":"7146814a436c535c91ddecd1d6249e6d29d2a928500ece63bc3d678ec7622cec","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-pocketthinker-qwq-3b-instruct-gguf"},"signature_state":"unsigned"},{"path":"PocketThinker-QwQ-3B-Instruct.Q6_K.gguf","sizeBytes":2538158496,"sha256":"25a8dac62976810a93eadb43e239d6540f1256a883ed84d1556d4d24a1aaf7fd","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-pocketthinker-qwq-3b-instruct-gguf"},"signature_state":"unsigned"},{"path":"PocketThinker-QwQ-3B-Instruct.Q8_0.gguf","sizeBytes":3285475744,"sha256":"ba2ad5912da8b1fdf7712bd41ef264b611a5030b1b6cfd965f25dc6e87d50e63","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-pocketthinker-qwq-3b-instruct-gguf"},"signature_state":"unsigned"},{"path":"PocketThinker-QwQ-3B-Instruct.f16.gguf","sizeBytes":6178316704,"sha256":"c1563995d3f4f0e0bd71e2e3962e2788caaa811ff3828de08ac8a748715b0854","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-pocketthinker-qwq-3b-instruct-gguf"},"signature_state":"unsigned"},{"path":"README.md","sizeBytes":3955,"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-pocketthinker-qwq-3b-instruct-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-pocketthinker-qwq-3b-instruct-gguf/bundle","method":"GET"},{"label":"List individually hashed hosted files","url":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mradermacher-pocketthinker-qwq-3b-instruct-gguf&limit=100","method":"GET"},{"label":"Inspect trust bundle","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-pocketthinker-qwq-3b-instruct-gguf","method":"GET"},{"label":"Open artifact","url":"https://huggingbay.xyz/artifact/hf-model-mradermacher-pocketthinker-qwq-3b-instruct-gguf","method":"GET"}],"docs":{"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-mradermacher-pocketthinker-qwq-3b-instruct-gguf","downloadsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mradermacher-pocketthinker-qwq-3b-instruct-gguf&limit=100","bundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-pocketthinker-qwq-3b-instruct-gguf/bundle","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-pocketthinker-qwq-3b-instruct-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-pocketthinker-qwq-3b-instruct-gguf"}}