{"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":"2026-10-29T23:17:10.415Z","generatedAt":"2026-10-29T23:19:17.325Z","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 'Qwen2-7B-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":"Qwen2-7B-Instruct.Q4_K_M.gguf","templateSha256":"793202280c0910ab26bc6eb57c8212c2417324c6d8c4efd0d10d59092ab3e3eb","sha256":"f6b564af8a51e351219451817c8b6aa334d36ff2c2bc12ec288e25d4b3b090ed"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5},{"tool":"ollama","label":"Ollama","note":"Builds a local Ollama model named \"qwen2-7b-instruct.q4_k_m\" from the file (Ollama imports the file's embedded chat template) and starts a chat.","prefilledFrom":{"file":"Qwen2-7B-Instruct.Q4_K_M.gguf","templateSha256":"793202280c0910ab26bc6eb57c8212c2417324c6d8c4efd0d10d59092ab3e3eb","sha256":"f6b564af8a51e351219451817c8b6aa334d36ff2c2bc12ec288e25d4b3b090ed"},"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":"Qwen2-7B-Instruct.Q4_K_M.gguf","templateSha256":"793202280c0910ab26bc6eb57c8212c2417324c6d8c4efd0d10d59092ab3e3eb","sha256":"f6b564af8a51e351219451817c8b6aa334d36ff2c2bc12ec288e25d4b3b090ed"},"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(\"./Qwen2-7B-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":"Qwen2-7B-Instruct.Q4_K_M.gguf","templateSha256":"793202280c0910ab26bc6eb57c8212c2417324c6d8c4efd0d10d59092ab3e3eb","sha256":"f6b564af8a51e351219451817c8b6aa334d36ff2c2bc12ec288e25d4b3b090ed"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5}],"runBlockKind":"hosted-file-recipe","chatContract":{"available":true,"source":"gguf-metadata:tokenizer.chat_template","sourceFileSha256":"f6b564af8a51e351219451817c8b6aa334d36ff2c2bc12ec288e25d4b3b090ed","templateSha256":"793202280c0910ab26bc6eb57c8212c2417324c6d8c4efd0d10d59092ab3e3eb","templateText":"{% for message in messages %}{% if loop.first and messages[0]['role'] != 'system' %}{{ '<|im_start|>system\nYou are a helpful assistant.<|im_end|>\n' }}{% endif %}{{'<|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":"qwen2","contextLength":32768,"stop":["<|im_end|>"],"thinking":{"mode":"none"}},"artifact":{"id":"hf-model-quantfactory-qwen2-7b-instruct-gguf","repo":"QuantFactory/Qwen2-7B-Instruct-GGUF","type":"llm","summary":"Model from Hugging Face for text generation: QuantFactory/Qwen2-7B-Instruct-GGUF · unknown","license":"apache-2.0","hostingStatus":"hosted","hostedFileCount":1,"hostedFileCountAuthority":"live-serve-decision","displayFileCount":1,"fileCount":16,"upstreamUrl":"https://huggingface.co/QuantFactory/Qwen2-7B-Instruct-GGUF"},"tool":"any","toolCompatibility":{"status":"unknown","reason":"recorded-evaluator-not-integrated"},"readiness":"unknown","requiredFiles":[{"path":".gitattributes","sizeBytes":2429,"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-quantfactory-qwen2-7b-instruct-gguf"},"signature_state":"unsigned"},{"path":"Qwen2-7B-Instruct.Q2_K.gguf","sizeBytes":3015937536,"sha256":"2793204ee86e331fdd23ea2ac3dc033db236b2fb00f36c64d3361964362ed451","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-quantfactory-qwen2-7b-instruct-gguf"},"signature_state":"unsigned"},{"path":"Qwen2-7B-Instruct.Q3_K_L.gguf","sizeBytes":4088456704,"sha256":"459a31a90dbc53d4985b0486026715d4daff333a2d8161035686cb286c178e0a","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-quantfactory-qwen2-7b-instruct-gguf"},"signature_state":"unsigned"},{"path":"Qwen2-7B-Instruct.Q3_K_M.gguf","sizeBytes":3808388608,"sha256":"5fc5b12c8fc46cf5447858e529c843f144bf54c9a7ec013f7055010024cb9b8b","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-quantfactory-qwen2-7b-instruct-gguf"},"signature_state":"unsigned"},{"path":"Qwen2-7B-Instruct.Q3_K_S.gguf","sizeBytes":3492365824,"sha256":"96a16cb791d5ee95c44aead330f7c8c66932b9da3386acc0bf4597328c790dc7","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-quantfactory-qwen2-7b-instruct-gguf"},"signature_state":"unsigned"},{"path":"Qwen2-7B-Instruct.Q4_0.gguf","sizeBytes":4431388160,"sha256":"5e366d3773037d3bf0fe0aa278c3693f1a564d88e562b4114290aaa22ff4f20e","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-quantfactory-qwen2-7b-instruct-gguf"},"signature_state":"unsigned"},{"path":"Qwen2-7B-Instruct.Q4_1.gguf","sizeBytes":4873281024,"sha256":"9c24a4132abb50212443fede5d71a098e35468153a72eed26e15d72e59c98123","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-quantfactory-qwen2-7b-instruct-gguf"},"signature_state":"unsigned"},{"path":"Qwen2-7B-Instruct.Q4_K_M.gguf","sizeBytes":4683070976,"sha256":"f6b564af8a51e351219451817c8b6aa334d36ff2c2bc12ec288e25d4b3b090ed","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-quantfactory-qwen2-7b-instruct-gguf/Qwen2-7B-Instruct.Q4_K_M.gguf","chatTemplate":{"artifactId":"hf-model-quantfactory-qwen2-7b-instruct-gguf","filePath":"Qwen2-7B-Instruct.Q4_K_M.gguf","sha256":"f6b564af8a51e351219451817c8b6aa334d36ff2c2bc12ec288e25d4b3b090ed","architecture":"qwen2","generalName":"models","tokenizerModel":"gpt2","contextLength":32768,"bos":"<|endoftext|>","eos":"<|im_end|>","stop":["<|im_end|>"],"thinking":{"mode":"none"},"chatTemplate":"{% for message in messages %}{% if loop.first and messages[0]['role'] != 'system' %}{{ '<|im_start|>system\nYou are a helpful assistant.<|im_end|>\n' }}{% endif %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}","templateDigest":"sha256:793202280c0910ab26bc6eb57c8212c2417324c6d8c4efd0d10d59092ab3e3eb","extractionReason":"embedded-template","extractorVersion":"hugging-bay.gguf-embedded-chat-contract.v1","extractedAt":"2026-09-24T04:20:41.952Z","hasEmbeddedTemplate":true},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-quantfactory-qwen2-7b-instruct-gguf"},"signature_state":"unsigned"},{"path":"Qwen2-7B-Instruct.Q4_K_S.gguf","sizeBytes":4457766400,"sha256":"4dd14bf9d32272d39e2dda6302dca96a0780352688a19c6cd90c8443a554791c","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-quantfactory-qwen2-7b-instruct-gguf"},"signature_state":"unsigned"},{"path":"Qwen2-7B-Instruct.Q5_0.gguf","sizeBytes":5315173888,"sha256":"9f76e86b2e9ee95fbb43d90fd7fd9ba43dffe54bf55e9ea44a217b700da5a448","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-quantfactory-qwen2-7b-instruct-gguf"},"signature_state":"unsigned"},{"path":"Qwen2-7B-Instruct.Q5_1.gguf","sizeBytes":5757066752,"sha256":"d0db686d9cfe8d90264766ddafda6e19fe1ae306e68d02d1933a40ef3c5bc9af","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-quantfactory-qwen2-7b-instruct-gguf"},"signature_state":"unsigned"},{"path":"Qwen2-7B-Instruct.Q5_K_M.gguf","sizeBytes":5444828672,"sha256":"1641526d98f66d47c278033a453ba4f4903f56da021bb9d70d2deeb3c09dfc46","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-quantfactory-qwen2-7b-instruct-gguf"},"signature_state":"unsigned"},{"path":"Qwen2-7B-Instruct.Q5_K_S.gguf","sizeBytes":5315173888,"sha256":"c6eb967bd70b1b82091b23dfdd54d32e42f77d8c9e0eaf01c79c0533c2e8b03d","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-quantfactory-qwen2-7b-instruct-gguf"},"signature_state":"unsigned"},{"path":"Qwen2-7B-Instruct.Q6_K.gguf","sizeBytes":6254196224,"sha256":"c378b98b076b4224bbf934e88f13b0f5eb061aa57034a4bea088aca81aff96c5","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-quantfactory-qwen2-7b-instruct-gguf"},"signature_state":"unsigned"},{"path":"Qwen2-7B-Instruct.Q8_0.gguf","sizeBytes":8098522624,"sha256":"6524a9892374c62639455d163a5eb22cbe0de2604de7ce4b97e70dbd5cb5886a","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-quantfactory-qwen2-7b-instruct-gguf"},"signature_state":"unsigned"},{"path":"README.md","sizeBytes":6574,"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-quantfactory-qwen2-7b-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-quantfactory-qwen2-7b-instruct-gguf/bundle","method":"GET"},{"label":"List individually hashed hosted files","url":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-quantfactory-qwen2-7b-instruct-gguf&limit=100","method":"GET"},{"label":"Inspect trust bundle","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-quantfactory-qwen2-7b-instruct-gguf","method":"GET"},{"label":"Open artifact","url":"https://huggingbay.xyz/artifact/hf-model-quantfactory-qwen2-7b-instruct-gguf","method":"GET"}],"docs":{"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-quantfactory-qwen2-7b-instruct-gguf","downloadsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-quantfactory-qwen2-7b-instruct-gguf&limit=100","bundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-quantfactory-qwen2-7b-instruct-gguf/bundle","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-quantfactory-qwen2-7b-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-quantfactory-qwen2-7b-instruct-gguf"}}