{"serveDecision":{"state":"READY","authority":"live-serve-decision"},"downloadable":true,"downloadReady":true,"degraded":false,"stale":false,"readinessCheckedAt":"2026-11-06T22:54:49.713Z","readinessSource":"file-check","schemaVersion":"hugging-bay.local-kit.v2","displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-11-06T22:53:15.749Z","generatedAt":"2026-11-06T22:54:49.714Z","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 'Qwen2.5-7B-Medical-COT.i1-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":"Qwen2.5-7B-Medical-COT.i1-Q4_K_M.gguf","templateSha256":"cd8e9439f0570856fd70470bf8889ebd8b5d1107207f67a5efb46e342330527f","sha256":"e300d4fc3881a28ca53c80d4c87f318fbeba2eaa3ae382a63cce578c11e60c05"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5},{"tool":"ollama","label":"Ollama","note":"Builds a local Ollama model named \"qwen2.5-7b-medical-cot.i1-q4_k_m\" from the file (Ollama imports the file's embedded chat template) and starts a chat.","prefilledFrom":{"file":"Qwen2.5-7B-Medical-COT.i1-Q4_K_M.gguf","templateSha256":"cd8e9439f0570856fd70470bf8889ebd8b5d1107207f67a5efb46e342330527f","sha256":"e300d4fc3881a28ca53c80d4c87f318fbeba2eaa3ae382a63cce578c11e60c05"},"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":"Qwen2.5-7B-Medical-COT.i1-Q4_K_M.gguf","templateSha256":"cd8e9439f0570856fd70470bf8889ebd8b5d1107207f67a5efb46e342330527f","sha256":"e300d4fc3881a28ca53c80d4c87f318fbeba2eaa3ae382a63cce578c11e60c05"},"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(\"./Qwen2.5-7B-Medical-COT.i1-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":"Qwen2.5-7B-Medical-COT.i1-Q4_K_M.gguf","templateSha256":"cd8e9439f0570856fd70470bf8889ebd8b5d1107207f67a5efb46e342330527f","sha256":"e300d4fc3881a28ca53c80d4c87f318fbeba2eaa3ae382a63cce578c11e60c05"},"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":"e300d4fc3881a28ca53c80d4c87f318fbeba2eaa3ae382a63cce578c11e60c05","templateSha256":"cd8e9439f0570856fd70470bf8889ebd8b5d1107207f67a5efb46e342330527f","templateText":"{%- if tools %}\n    {{- '<|im_start|>system\\n' }}\n    {%- if messages[0]['role'] == 'system' %}\n        {{- messages[0]['content'] }}\n    {%- else %}\n        {{- 'You are Qwen, created by Alibaba Cloud. You are a helpful assistant.' }}\n    {%- endif %}\n    {{- \"\\n\\n# Tools\\n\\nYou may call one or more functions to assist with the user query.\\n\\nYou are provided with function signatures within <tools></tools> XML tags:\\n<tools>\" }}\n    {%- for tool in tools %}\n        {{- \"\\n\" }}\n        {{- tool | tojson }}\n    {%- endfor %}\n    {{- \"\\n</tools>\\n\\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\\n<tool_call>\\n{\\\"name\\\": <function-name>, \\\"arguments\\\": <args-json-object>}\\n</tool_call><|im_end|>\\n\" }}\n{%- else %}\n    {%- if messages[0]['role'] == 'system' %}\n        {{- '<|im_start|>system\\n' + messages[0]['content'] + '<|im_end|>\\n' }}\n    {%- else %}\n        {{- '<|im_start|>system\\nYou are Qwen, created by Alibaba Cloud. You are a helpful assistant.<|im_end|>\\n' }}\n    {%- endif %}\n{%- endif %}\n{%- for message in messages %}\n    {%- if (message.role == \"user\") or (message.role == \"system\" and not loop.first) or (message.role == \"assistant\" and not message.tool_calls) %}\n        {{- '<|im_start|>' + message.role + '\\n' + message.content + '<|im_end|>' + '\\n' }}\n    {%- elif message.role == \"assistant\" %}\n        {{- '<|im_start|>' + message.role }}\n        {%- if message.content %}\n            {{- '\\n' + message.content }}\n        {%- endif %}\n        {%- for tool_call in message.tool_calls %}\n            {%- if tool_call.function is defined %}\n                {%- set tool_call = tool_call.function %}\n            {%- endif %}\n            {{- '\\n<tool_call>\\n{\"name\": \"' }}\n            {{- tool_call.name }}\n            {{- '\", \"arguments\": ' }}\n            {{- tool_call.arguments | tojson }}\n            {{- '}\\n</tool_call>' }}\n        {%- endfor %}\n        {{- '<|im_end|>\\n' }}\n    {%- elif message.role == \"tool\" %}\n        {%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != \"tool\") %}\n            {{- '<|im_start|>user' }}\n        {%- endif %}\n        {{- '\\n<tool_response>\\n' }}\n        {{- message.content }}\n        {{- '\\n</tool_response>' }}\n        {%- if loop.last or (messages[loop.index0 + 1].role != \"tool\") %}\n            {{- '<|im_end|>\\n' }}\n        {%- endif %}\n    {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n    {{- '<|im_start|>assistant\\n' }}\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-mradermacher-qwen2-5-7b-medical-cot-i1-gguf","repo":"mradermacher/Qwen2.5-7B-Medical-COT-i1-GGUF","type":"llm","summary":"Model from Hugging Face for llm: mradermacher/Qwen2.5-7B-Medical-COT-i1-GGUF · transformers","license":"apache-2.0","hostingStatus":"hosted","hostedFileCount":1,"hostedFileCountAuthority":"live-serve-decision","displayFileCount":1,"fileCount":27,"upstreamUrl":"https://huggingface.co/mradermacher/Qwen2.5-7B-Medical-COT-i1-GGUF"},"tool":"any","toolCompatibility":{"status":"unknown","reason":"recorded-evaluator-not-integrated"},"readiness":{"state":"ready","asOf":"2026-11-06T22:54:49.714Z","reason":"Hosted by Hugging Bay — byte-verified 2026-09-03T18:15:35.815Z, license clear (apache-2.0).","downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-mradermacher-qwen2-5-7b-medical-cot-i1-gguf/Qwen2.5-7B-Medical-COT.i1-Q4_K_M.gguf"},"requiredFiles":[{"path":".gitattributes","sizeBytes":3331,"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":"2026-11-06T22:54:49.713Z","evidence_url":"/api/manifests/hf-model-mradermacher-qwen2-5-7b-medical-cot-i1-gguf"},"signature_state":"unsigned"},{"path":"Qwen2.5-7B-Medical-COT.i1-IQ1_M.gguf","sizeBytes":2042197152,"sha256":"37e5b635da823d58a2001ca6c029b62fe0c6cb6c76f35ed4e6e01989fcde065c","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":"2026-11-06T22:54:49.713Z","evidence_url":"/api/manifests/hf-model-mradermacher-qwen2-5-7b-medical-cot-i1-gguf"},"signature_state":"unsigned"},{"path":"Qwen2.5-7B-Medical-COT.i1-IQ1_S.gguf","sizeBytes":1903668384,"sha256":"1367e6d2606381f6b061e1c7b5154150912966d7d700ed72c9b035f06fa8d10d","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":"2026-11-06T22:54:49.713Z","evidence_url":"/api/manifests/hf-model-mradermacher-qwen2-5-7b-medical-cot-i1-gguf"},"signature_state":"unsigned"},{"path":"Qwen2.5-7B-Medical-COT.i1-IQ2_M.gguf","sizeBytes":2780343456,"sha256":"b2cf70039c4bfa654168ba15175e6809232b6f4f52c040badd47abb90d996a63","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":"2026-11-06T22:54:49.713Z","evidence_url":"/api/manifests/hf-model-mradermacher-qwen2-5-7b-medical-cot-i1-gguf"},"signature_state":"unsigned"},{"path":"Qwen2.5-7B-Medical-COT.i1-IQ2_S.gguf","sizeBytes":2595638432,"sha256":"32e4c9f210a3f38dab52af439b4f6840010766665c562e87e1a5d1317f40d6c1","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":"2026-11-06T22:54:49.713Z","evidence_url":"/api/manifests/hf-model-mradermacher-qwen2-5-7b-medical-cot-i1-gguf"},"signature_state":"unsigned"},{"path":"Qwen2.5-7B-Medical-COT.i1-IQ2_XS.gguf","sizeBytes":2469022880,"sha256":"80063fd9ffe0af9daea10b2e8e250471c2060b6c4afd75c63f4406353576692a","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":"2026-11-06T22:54:49.713Z","evidence_url":"/api/manifests/hf-model-mradermacher-qwen2-5-7b-medical-cot-i1-gguf"},"signature_state":"unsigned"},{"path":"Qwen2.5-7B-Medical-COT.i1-IQ2_XXS.gguf","sizeBytes":2273078432,"sha256":"f5bbac21a7819fb9be77bb9c604be02cdd15f8a36db6dc853241f598b3f72adc","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":"2026-11-06T22:54:49.713Z","evidence_url":"/api/manifests/hf-model-mradermacher-qwen2-5-7b-medical-cot-i1-gguf"},"signature_state":"unsigned"},{"path":"Qwen2.5-7B-Medical-COT.i1-IQ3_M.gguf","sizeBytes":3574013088,"sha256":"5cb44c00aac7404387fa8e1acff72e2189d49fa006b2be2c04bdd6ca377d27cd","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":"2026-11-06T22:54:49.713Z","evidence_url":"/api/manifests/hf-model-mradermacher-qwen2-5-7b-medical-cot-i1-gguf"},"signature_state":"unsigned"},{"path":"Qwen2.5-7B-Medical-COT.i1-IQ3_S.gguf","sizeBytes":3499193504,"sha256":"df1d9176e4fa36457eb221c9d8cc097abf479c705ac51861ba98c6defb031360","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":"2026-11-06T22:54:49.713Z","evidence_url":"/api/manifests/hf-model-mradermacher-qwen2-5-7b-medical-cot-i1-gguf"},"signature_state":"unsigned"},{"path":"Qwen2.5-7B-Medical-COT.i1-IQ3_XS.gguf","sizeBytes":3346257056,"sha256":"f5cfc9c38e937dfa0fad18958c7807c8fce5948f474b7ef7075ef3cb7afa48d0","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":"2026-11-06T22:54:49.713Z","evidence_url":"/api/manifests/hf-model-mradermacher-qwen2-5-7b-medical-cot-i1-gguf"},"signature_state":"unsigned"},{"path":"Qwen2.5-7B-Medical-COT.i1-IQ3_XXS.gguf","sizeBytes":3114515616,"sha256":"d6b9d80500b43434673ff56f5a7481772ff514281a3f2cf835c14b46530f5cc0","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":"2026-11-06T22:54:49.713Z","evidence_url":"/api/manifests/hf-model-mradermacher-qwen2-5-7b-medical-cot-i1-gguf"},"signature_state":"unsigned"},{"path":"Qwen2.5-7B-Medical-COT.i1-IQ4_NL.gguf","sizeBytes":4437814432,"sha256":"34f429d05b24f1d82d4e532321111f21fca409e8fe3e086d9c8d73a209308295","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":"2026-11-06T22:54:49.713Z","evidence_url":"/api/manifests/hf-model-mradermacher-qwen2-5-7b-medical-cot-i1-gguf"},"signature_state":"unsigned"},{"path":"Qwen2.5-7B-Medical-COT.i1-IQ4_XS.gguf","sizeBytes":4218473632,"sha256":"9e91623ec93b98aa5c87746cf9d2e657c87d5c3a415ffb1418d55e88700ec053","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":"2026-11-06T22:54:49.713Z","evidence_url":"/api/manifests/hf-model-mradermacher-qwen2-5-7b-medical-cot-i1-gguf"},"signature_state":"unsigned"},{"path":"Qwen2.5-7B-Medical-COT.i1-Q2_K.gguf","sizeBytes":3015941280,"sha256":"144a85023652fa179a5d03c1af24007b673345e6370914ec6d0118f4eb608271","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":"2026-11-06T22:54:49.713Z","evidence_url":"/api/manifests/hf-model-mradermacher-qwen2-5-7b-medical-cot-i1-gguf"},"signature_state":"unsigned"},{"path":"Qwen2.5-7B-Medical-COT.i1-Q2_K_S.gguf","sizeBytes":2834074784,"sha256":"8497cb7d64d9fc18f2a041df22a68d159272fb58704c6d8f7888d7ab62f1d0e9","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":"2026-11-06T22:54:49.713Z","evidence_url":"/api/manifests/hf-model-mradermacher-qwen2-5-7b-medical-cot-i1-gguf"},"signature_state":"unsigned"},{"path":"Qwen2.5-7B-Medical-COT.i1-Q3_K_L.gguf","sizeBytes":4088460448,"sha256":"066cbcdc921730040439ba20b8b5f08fd3169a433d8feb774334c993176c91b3","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":"2026-11-06T22:54:49.713Z","evidence_url":"/api/manifests/hf-model-mradermacher-qwen2-5-7b-medical-cot-i1-gguf"},"signature_state":"unsigned"},{"path":"Qwen2.5-7B-Medical-COT.i1-Q3_K_M.gguf","sizeBytes":3808392352,"sha256":"7b4b3b2552b5a2e4fb740db5fd28e0f481bdce02ceb33986e9acbb497d6b6bd9","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":"2026-11-06T22:54:49.713Z","evidence_url":"/api/manifests/hf-model-mradermacher-qwen2-5-7b-medical-cot-i1-gguf"},"signature_state":"unsigned"},{"path":"Qwen2.5-7B-Medical-COT.i1-Q3_K_S.gguf","sizeBytes":3492369568,"sha256":"0ee2875aa3532dba508e6beaf9bad2b2091394fd534ec359cace6243e5b20686","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":"2026-11-06T22:54:49.713Z","evidence_url":"/api/manifests/hf-model-mradermacher-qwen2-5-7b-medical-cot-i1-gguf"},"signature_state":"unsigned"},{"path":"Qwen2.5-7B-Medical-COT.i1-Q4_0.gguf","sizeBytes":4444122272,"sha256":"47c02d957488d9fdccc48f7c5b581c44e6228d07dfc14cc3a00420227584a4d8","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":"2026-11-06T22:54:49.713Z","evidence_url":"/api/manifests/hf-model-mradermacher-qwen2-5-7b-medical-cot-i1-gguf"},"signature_state":"unsigned"},{"path":"Qwen2.5-7B-Medical-COT.i1-Q4_1.gguf","sizeBytes":4873284768,"sha256":"ca3bb9bc4ecea38fc04e28c9bf236df9709718c9e075655ea7e56dab005d4722","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":"2026-11-06T22:54:49.713Z","evidence_url":"/api/manifests/hf-model-mradermacher-qwen2-5-7b-medical-cot-i1-gguf"},"signature_state":"unsigned"},{"path":"Qwen2.5-7B-Medical-COT.i1-Q4_K_M.gguf","sizeBytes":4683074720,"sha256":"e300d4fc3881a28ca53c80d4c87f318fbeba2eaa3ae382a63cce578c11e60c05","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-qwen2-5-7b-medical-cot-i1-gguf/Qwen2.5-7B-Medical-COT.i1-Q4_K_M.gguf","chatTemplate":{"artifactId":"hf-model-mradermacher-qwen2-5-7b-medical-cot-i1-gguf","filePath":"Qwen2.5-7B-Medical-COT.i1-Q4_K_M.gguf","sha256":"e300d4fc3881a28ca53c80d4c87f318fbeba2eaa3ae382a63cce578c11e60c05","architecture":"qwen2","generalName":"Qwen2.5 7b Instruct Unsloth Bnb 4bit","tokenizerModel":"gpt2","contextLength":32768,"bos":null,"eos":"<|im_end|>","stop":["<|im_end|>"],"thinking":{"mode":"none"},"chatTemplate":"{%- if tools %}\n    {{- '<|im_start|>system\\n' }}\n    {%- if messages[0]['role'] == 'system' %}\n        {{- messages[0]['content'] }}\n    {%- else %}\n        {{- 'You are Qwen, created by Alibaba Cloud. You are a helpful assistant.' }}\n    {%- endif %}\n    {{- \"\\n\\n# Tools\\n\\nYou may call one or more functions to assist with the user query.\\n\\nYou are provided with function signatures within <tools></tools> XML tags:\\n<tools>\" }}\n    {%- for tool in tools %}\n        {{- \"\\n\" }}\n        {{- tool | tojson }}\n    {%- endfor %}\n    {{- \"\\n</tools>\\n\\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\\n<tool_call>\\n{\\\"name\\\": <function-name>, \\\"arguments\\\": <args-json-object>}\\n</tool_call><|im_end|>\\n\" }}\n{%- else %}\n    {%- if messages[0]['role'] == 'system' %}\n        {{- '<|im_start|>system\\n' + messages[0]['content'] + '<|im_end|>\\n' }}\n    {%- else %}\n        {{- '<|im_start|>system\\nYou are Qwen, created by Alibaba Cloud. You are a helpful assistant.<|im_end|>\\n' }}\n    {%- endif %}\n{%- endif %}\n{%- for message in messages %}\n    {%- if (message.role == \"user\") or (message.role == \"system\" and not loop.first) or (message.role == \"assistant\" and not message.tool_calls) %}\n        {{- '<|im_start|>' + message.role + '\\n' + message.content + '<|im_end|>' + '\\n' }}\n    {%- elif message.role == \"assistant\" %}\n        {{- '<|im_start|>' + message.role }}\n        {%- if message.content %}\n            {{- '\\n' + message.content }}\n        {%- endif %}\n        {%- for tool_call in message.tool_calls %}\n            {%- if tool_call.function is defined %}\n                {%- set tool_call = tool_call.function %}\n            {%- endif %}\n            {{- '\\n<tool_call>\\n{\"name\": \"' }}\n            {{- tool_call.name }}\n            {{- '\", \"arguments\": ' }}\n            {{- tool_call.arguments | tojson }}\n            {{- '}\\n</tool_call>' }}\n        {%- endfor %}\n        {{- '<|im_end|>\\n' }}\n    {%- elif message.role == \"tool\" %}\n        {%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != \"tool\") %}\n            {{- '<|im_start|>user' }}\n        {%- endif %}\n        {{- '\\n<tool_response>\\n' }}\n        {{- message.content }}\n        {{- '\\n</tool_response>' }}\n        {%- if loop.last or (messages[loop.index0 + 1].role != \"tool\") %}\n            {{- '<|im_end|>\\n' }}\n        {%- endif %}\n    {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n    {{- '<|im_start|>assistant\\n' }}\n{%- endif %}","templateDigest":"sha256:cd8e9439f0570856fd70470bf8889ebd8b5d1107207f67a5efb46e342330527f","extractionReason":"embedded-template","extractorVersion":"hugging-bay.gguf-embedded-chat-contract.v1","extractedAt":"2026-09-24T04:26:17.589Z","hasEmbeddedTemplate":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-11-06T22:54:49.713Z","evidence_url":"/api/manifests/hf-model-mradermacher-qwen2-5-7b-medical-cot-i1-gguf"},"signature_state":"unsigned"},{"path":"Qwen2.5-7B-Medical-COT.i1-Q4_K_S.gguf","sizeBytes":4457770144,"sha256":"ef6bcfbf0c00e67319694aa2498aeb5b3d19d80fa4da6995e30db33d3faa4d1e","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":"2026-11-06T22:54:49.713Z","evidence_url":"/api/manifests/hf-model-mradermacher-qwen2-5-7b-medical-cot-i1-gguf"},"signature_state":"unsigned"},{"path":"Qwen2.5-7B-Medical-COT.i1-Q5_K_M.gguf","sizeBytes":5444832416,"sha256":"5bd0af85d1e7f0abc4ee74555c36cffab570bddc2906d11ea8247d909520a5e5","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":"2026-11-06T22:54:49.713Z","evidence_url":"/api/manifests/hf-model-mradermacher-qwen2-5-7b-medical-cot-i1-gguf"},"signature_state":"unsigned"},{"path":"Qwen2.5-7B-Medical-COT.i1-Q5_K_S.gguf","sizeBytes":5315177632,"sha256":"bae6deaff72eae8240c0f26a07844c39215e0589b114e57d1f5f52142d5eb49f","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":"2026-11-06T22:54:49.713Z","evidence_url":"/api/manifests/hf-model-mradermacher-qwen2-5-7b-medical-cot-i1-gguf"},"signature_state":"unsigned"},{"path":"Qwen2.5-7B-Medical-COT.i1-Q6_K.gguf","sizeBytes":6254199968,"sha256":"82de7c66fc0bb4bb6cd7ed6b1d1f36f02776be177cda131ceadab3e95fe324b9","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":"2026-11-06T22:54:49.713Z","evidence_url":"/api/manifests/hf-model-mradermacher-qwen2-5-7b-medical-cot-i1-gguf"},"signature_state":"unsigned"},{"path":"README.md","sizeBytes":5923,"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":"2026-11-06T22:54:49.713Z","evidence_url":"/api/manifests/hf-model-mradermacher-qwen2-5-7b-medical-cot-i1-gguf"},"signature_state":"unsigned"},{"path":"imatrix.dat","sizeBytes":4536665,"sha256":"44fe50d518d3540df85a31ecc2a87b7109942cea88c86c63e41a6f6d63892991","format":"dat","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":"2026-11-06T22:54:49.713Z","evidence_url":"/api/manifests/hf-model-mradermacher-qwen2-5-7b-medical-cot-i1-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-qwen2-5-7b-medical-cot-i1-gguf/bundle","method":"GET"},{"label":"List individually hashed hosted files","url":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mradermacher-qwen2-5-7b-medical-cot-i1-gguf&limit=100","method":"GET"},{"label":"Inspect trust bundle","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-qwen2-5-7b-medical-cot-i1-gguf","method":"GET"},{"label":"Open artifact","url":"https://huggingbay.xyz/artifact/hf-model-mradermacher-qwen2-5-7b-medical-cot-i1-gguf","method":"GET"}],"docs":{"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-mradermacher-qwen2-5-7b-medical-cot-i1-gguf","downloadsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mradermacher-qwen2-5-7b-medical-cot-i1-gguf&limit=100","bundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-qwen2-5-7b-medical-cot-i1-gguf/bundle","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-qwen2-5-7b-medical-cot-i1-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":"2026-11-06T22:54:49.713Z","evidence_url":"/api/manifests/hf-model-mradermacher-qwen2-5-7b-medical-cot-i1-gguf"}}