{"serveDecision":{"state":"READY","authority":"live-serve-decision"},"downloadable":true,"downloadReady":true,"degraded":false,"stale":false,"readinessCheckedAt":"2026-11-08T01:04:32.020Z","readinessSource":"file-check","schemaVersion":"hugging-bay.local-kit.v2","displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-11-08T01:02:49.097Z","generatedAt":"2026-11-08T01:04:32.052Z","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 'Dumpling-Qwen2.5-7B-1k-r32-2e-5.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":"Dumpling-Qwen2.5-7B-1k-r32-2e-5.i1-Q4_K_M.gguf","templateSha256":"44d5f08f3f72b837eaad09f13a54c1f9f4eb58d75240334548b7fd52a5437fa5","sha256":"5531f6b2ff13f0252680e4505fdce62f8660d6e6ae9d87ef0ad865e55236cad2"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5},{"tool":"ollama","label":"Ollama","note":"Builds a local Ollama model named \"dumpling-qwen2.5-7b-1k-r32-2e-5.i1-q4_k_m\" from the file (Ollama imports the file's embedded chat template) and starts a chat.","prefilledFrom":{"file":"Dumpling-Qwen2.5-7B-1k-r32-2e-5.i1-Q4_K_M.gguf","templateSha256":"44d5f08f3f72b837eaad09f13a54c1f9f4eb58d75240334548b7fd52a5437fa5","sha256":"5531f6b2ff13f0252680e4505fdce62f8660d6e6ae9d87ef0ad865e55236cad2"},"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":"Dumpling-Qwen2.5-7B-1k-r32-2e-5.i1-Q4_K_M.gguf","templateSha256":"44d5f08f3f72b837eaad09f13a54c1f9f4eb58d75240334548b7fd52a5437fa5","sha256":"5531f6b2ff13f0252680e4505fdce62f8660d6e6ae9d87ef0ad865e55236cad2"},"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(\"./Dumpling-Qwen2.5-7B-1k-r32-2e-5.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":"Dumpling-Qwen2.5-7B-1k-r32-2e-5.i1-Q4_K_M.gguf","templateSha256":"44d5f08f3f72b837eaad09f13a54c1f9f4eb58d75240334548b7fd52a5437fa5","sha256":"5531f6b2ff13f0252680e4505fdce62f8660d6e6ae9d87ef0ad865e55236cad2"},"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":"5531f6b2ff13f0252680e4505fdce62f8660d6e6ae9d87ef0ad865e55236cad2","templateSha256":"44d5f08f3f72b837eaad09f13a54c1f9f4eb58d75240334548b7fd52a5437fa5","templateText":"{%- if tools %}\n    {{- '<|im_start|>system\\n' }}\n    {%- if messages[0]['role'] == 'system' %}\n        {{- messages[0]['content'] }}\n    {%- else %}\n        {{- '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 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":131072,"stop":["<|endoftext|>"],"thinking":{"mode":"none"}},"artifact":{"id":"hf-model-mradermacher-dumpling-qwen2-5-7b-1k-r32-2e-5-i1-gguf","repo":"mradermacher/Dumpling-Qwen2.5-7B-1k-r32-2e-5-i1-GGUF","type":"llm","summary":"Model from Hugging Face for llm: mradermacher/Dumpling-Qwen2.5-7B-1k-r32-2e-5-i1-GGUF · transformers","license":"apache-2.0","hostingStatus":"hosted","hostedFileCount":1,"hostedFileCountAuthority":"live-serve-decision","displayFileCount":1,"fileCount":27,"upstreamUrl":"https://huggingface.co/mradermacher/Dumpling-Qwen2.5-7B-1k-r32-2e-5-i1-GGUF"},"tool":"any","toolCompatibility":{"status":"unknown","reason":"recorded-evaluator-not-integrated"},"readiness":{"state":"ready","asOf":"2026-11-08T01:04:32.052Z","reason":"Hosted by Hugging Bay — byte-verified 2026-08-29T21:09:21.594Z, license clear (apache-2.0).","downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-mradermacher-dumpling-qwen2-5-7b-1k-r32-2e-5-i1-gguf/Dumpling-Qwen2.5-7B-1k-r32-2e-5.i1-Q4_K_M.gguf"},"requiredFiles":[{"path":".gitattributes","sizeBytes":3547,"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":"2026-11-08T01:04:32.020Z","evidence_url":"/api/manifests/hf-model-mradermacher-dumpling-qwen2-5-7b-1k-r32-2e-5-i1-gguf"},"signature_state":"unsigned"},{"path":"Dumpling-Qwen2.5-7B-1k-r32-2e-5.i1-IQ1_M.gguf","sizeBytes":2042199584,"sha256":"c7890955de87830f76ea816ba75420c03c7f8d073a228fff650f7d864a90fa7f","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":"2026-11-08T01:04:32.020Z","evidence_url":"/api/manifests/hf-model-mradermacher-dumpling-qwen2-5-7b-1k-r32-2e-5-i1-gguf"},"signature_state":"unsigned"},{"path":"Dumpling-Qwen2.5-7B-1k-r32-2e-5.i1-IQ1_S.gguf","sizeBytes":1903670816,"sha256":"81a0cf60b6a62766e872704350cd5ce173327d05b621489ae58e824438e02700","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":"2026-11-08T01:04:32.020Z","evidence_url":"/api/manifests/hf-model-mradermacher-dumpling-qwen2-5-7b-1k-r32-2e-5-i1-gguf"},"signature_state":"unsigned"},{"path":"Dumpling-Qwen2.5-7B-1k-r32-2e-5.i1-IQ2_M.gguf","sizeBytes":2780345888,"sha256":"2c26271a5ce0b73e38f0d296fafbb34120c5ec91601c2e0d1314dd1bbf70014a","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":"2026-11-08T01:04:32.020Z","evidence_url":"/api/manifests/hf-model-mradermacher-dumpling-qwen2-5-7b-1k-r32-2e-5-i1-gguf"},"signature_state":"unsigned"},{"path":"Dumpling-Qwen2.5-7B-1k-r32-2e-5.i1-IQ2_S.gguf","sizeBytes":2595640864,"sha256":"c3ae9637bae94eb970a5915bf30243ec28d451bf53a311ab5824287a99b0d05f","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":"2026-11-08T01:04:32.020Z","evidence_url":"/api/manifests/hf-model-mradermacher-dumpling-qwen2-5-7b-1k-r32-2e-5-i1-gguf"},"signature_state":"unsigned"},{"path":"Dumpling-Qwen2.5-7B-1k-r32-2e-5.i1-IQ2_XS.gguf","sizeBytes":2469025312,"sha256":"e30419e0b330482129330d1f61d90056dbdec9555c744428ae79eb9670f89c47","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":"2026-11-08T01:04:32.020Z","evidence_url":"/api/manifests/hf-model-mradermacher-dumpling-qwen2-5-7b-1k-r32-2e-5-i1-gguf"},"signature_state":"unsigned"},{"path":"Dumpling-Qwen2.5-7B-1k-r32-2e-5.i1-IQ2_XXS.gguf","sizeBytes":2273080864,"sha256":"4c9a83a1f6563831f054ddbce53e324229d05a699a1f8cecf8f48869999d4c7a","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":"2026-11-08T01:04:32.020Z","evidence_url":"/api/manifests/hf-model-mradermacher-dumpling-qwen2-5-7b-1k-r32-2e-5-i1-gguf"},"signature_state":"unsigned"},{"path":"Dumpling-Qwen2.5-7B-1k-r32-2e-5.i1-IQ3_M.gguf","sizeBytes":3574015520,"sha256":"dfd00cc70956f1ca0a90ea90c67d7c7530de320bba4fba9256910301c55ea803","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":"2026-11-08T01:04:32.020Z","evidence_url":"/api/manifests/hf-model-mradermacher-dumpling-qwen2-5-7b-1k-r32-2e-5-i1-gguf"},"signature_state":"unsigned"},{"path":"Dumpling-Qwen2.5-7B-1k-r32-2e-5.i1-IQ3_S.gguf","sizeBytes":3499195936,"sha256":"8fd9f432a2d8ab53cc881ef9d680aec574550c9bfee88d44baeb26efb91cd1f6","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":"2026-11-08T01:04:32.020Z","evidence_url":"/api/manifests/hf-model-mradermacher-dumpling-qwen2-5-7b-1k-r32-2e-5-i1-gguf"},"signature_state":"unsigned"},{"path":"Dumpling-Qwen2.5-7B-1k-r32-2e-5.i1-IQ3_XS.gguf","sizeBytes":3346259488,"sha256":"1070095ec68a2b1ee4986183a91fd4fd2da9e0e05076eae1613a399b1997bce3","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":"2026-11-08T01:04:32.020Z","evidence_url":"/api/manifests/hf-model-mradermacher-dumpling-qwen2-5-7b-1k-r32-2e-5-i1-gguf"},"signature_state":"unsigned"},{"path":"Dumpling-Qwen2.5-7B-1k-r32-2e-5.i1-IQ3_XXS.gguf","sizeBytes":3114518048,"sha256":"97719b4d42cd5fd9f0da01da85230723186c37221bf71e40e4f9c6f22230b829","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":"2026-11-08T01:04:32.020Z","evidence_url":"/api/manifests/hf-model-mradermacher-dumpling-qwen2-5-7b-1k-r32-2e-5-i1-gguf"},"signature_state":"unsigned"},{"path":"Dumpling-Qwen2.5-7B-1k-r32-2e-5.i1-IQ4_NL.gguf","sizeBytes":4437816864,"sha256":"b5dd76d3ed545823465888cbeb57643abae37a03e9dfed3a43593e202c043eac","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":"2026-11-08T01:04:32.020Z","evidence_url":"/api/manifests/hf-model-mradermacher-dumpling-qwen2-5-7b-1k-r32-2e-5-i1-gguf"},"signature_state":"unsigned"},{"path":"Dumpling-Qwen2.5-7B-1k-r32-2e-5.i1-IQ4_XS.gguf","sizeBytes":4218476064,"sha256":"11fa717e36798aa4450477bac331dec9dfc267857a0d23e889d76850dee0aa90","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":"2026-11-08T01:04:32.020Z","evidence_url":"/api/manifests/hf-model-mradermacher-dumpling-qwen2-5-7b-1k-r32-2e-5-i1-gguf"},"signature_state":"unsigned"},{"path":"Dumpling-Qwen2.5-7B-1k-r32-2e-5.i1-Q2_K.gguf","sizeBytes":3015943712,"sha256":"b3ca82b0d7a8d5043791c85d2e8661d2c928e61f671103703269939c62d707b4","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":"2026-11-08T01:04:32.020Z","evidence_url":"/api/manifests/hf-model-mradermacher-dumpling-qwen2-5-7b-1k-r32-2e-5-i1-gguf"},"signature_state":"unsigned"},{"path":"Dumpling-Qwen2.5-7B-1k-r32-2e-5.i1-Q2_K_S.gguf","sizeBytes":2834077216,"sha256":"4bafcd99340fec50a85546d5c868b7302d78b417ae6dece824a04a1472bfa7a9","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":"2026-11-08T01:04:32.020Z","evidence_url":"/api/manifests/hf-model-mradermacher-dumpling-qwen2-5-7b-1k-r32-2e-5-i1-gguf"},"signature_state":"unsigned"},{"path":"Dumpling-Qwen2.5-7B-1k-r32-2e-5.i1-Q3_K_L.gguf","sizeBytes":4088462880,"sha256":"a8bdaf3373c44712a8443b67e5b4dc8f2d9b1e1bc7e36c5d351d6dc32b2bfccc","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":"2026-11-08T01:04:32.020Z","evidence_url":"/api/manifests/hf-model-mradermacher-dumpling-qwen2-5-7b-1k-r32-2e-5-i1-gguf"},"signature_state":"unsigned"},{"path":"Dumpling-Qwen2.5-7B-1k-r32-2e-5.i1-Q3_K_M.gguf","sizeBytes":3808394784,"sha256":"428dbe0b80d5e33e1b574f693c8a73d018f44fb82e4843bfddd8391bf653abd5","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":"2026-11-08T01:04:32.020Z","evidence_url":"/api/manifests/hf-model-mradermacher-dumpling-qwen2-5-7b-1k-r32-2e-5-i1-gguf"},"signature_state":"unsigned"},{"path":"Dumpling-Qwen2.5-7B-1k-r32-2e-5.i1-Q3_K_S.gguf","sizeBytes":3492372000,"sha256":"8ae300ed7a57b76ae22048267e74cc76410ee126d3ec763de6d5f41eb6b3a9e0","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":"2026-11-08T01:04:32.020Z","evidence_url":"/api/manifests/hf-model-mradermacher-dumpling-qwen2-5-7b-1k-r32-2e-5-i1-gguf"},"signature_state":"unsigned"},{"path":"Dumpling-Qwen2.5-7B-1k-r32-2e-5.i1-Q4_0.gguf","sizeBytes":4444124704,"sha256":"92de5c1419cdd5e79f43509bd29322104df33b0b877aa02b9362776ef60c739f","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":"2026-11-08T01:04:32.020Z","evidence_url":"/api/manifests/hf-model-mradermacher-dumpling-qwen2-5-7b-1k-r32-2e-5-i1-gguf"},"signature_state":"unsigned"},{"path":"Dumpling-Qwen2.5-7B-1k-r32-2e-5.i1-Q4_1.gguf","sizeBytes":4873287200,"sha256":"60c2d9089d428e0d9ecf418f15a0cb0cb0983732ce4bc6a4bacbd8ab18e1f1b9","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":"2026-11-08T01:04:32.020Z","evidence_url":"/api/manifests/hf-model-mradermacher-dumpling-qwen2-5-7b-1k-r32-2e-5-i1-gguf"},"signature_state":"unsigned"},{"path":"Dumpling-Qwen2.5-7B-1k-r32-2e-5.i1-Q4_K_M.gguf","sizeBytes":4683077152,"sha256":"5531f6b2ff13f0252680e4505fdce62f8660d6e6ae9d87ef0ad865e55236cad2","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-dumpling-qwen2-5-7b-1k-r32-2e-5-i1-gguf/Dumpling-Qwen2.5-7B-1k-r32-2e-5.i1-Q4_K_M.gguf","chatTemplate":{"artifactId":"hf-model-mradermacher-dumpling-qwen2-5-7b-1k-r32-2e-5-i1-gguf","filePath":"Dumpling-Qwen2.5-7B-1k-r32-2e-5.i1-Q4_K_M.gguf","sha256":"5531f6b2ff13f0252680e4505fdce62f8660d6e6ae9d87ef0ad865e55236cad2","architecture":"qwen2","generalName":"Dumpling Qwen2.5 7B 1k R32 2e 5","tokenizerModel":"gpt2","contextLength":131072,"bos":"<|endoftext|>","eos":"<|endoftext|>","stop":["<|endoftext|>"],"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 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 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":"sha256:44d5f08f3f72b837eaad09f13a54c1f9f4eb58d75240334548b7fd52a5437fa5","extractionReason":"embedded-template","extractorVersion":"hugging-bay.gguf-embedded-chat-contract.v1","extractedAt":"2026-09-24T04:27:16.109Z","hasEmbeddedTemplate":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-11-08T01:04:32.020Z","evidence_url":"/api/manifests/hf-model-mradermacher-dumpling-qwen2-5-7b-1k-r32-2e-5-i1-gguf"},"signature_state":"unsigned"},{"path":"Dumpling-Qwen2.5-7B-1k-r32-2e-5.i1-Q4_K_S.gguf","sizeBytes":4457772576,"sha256":"e4dbdd6f0b4b94b866044937f9960481cf41914c9288eaf62f3015ba56030384","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":"2026-11-08T01:04:32.020Z","evidence_url":"/api/manifests/hf-model-mradermacher-dumpling-qwen2-5-7b-1k-r32-2e-5-i1-gguf"},"signature_state":"unsigned"},{"path":"Dumpling-Qwen2.5-7B-1k-r32-2e-5.i1-Q5_K_M.gguf","sizeBytes":5444834848,"sha256":"9ab13b8b83d8b1d4dbbba487239a0f86b72676f6d9eeb349cbcad62cdc38f46e","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":"2026-11-08T01:04:32.020Z","evidence_url":"/api/manifests/hf-model-mradermacher-dumpling-qwen2-5-7b-1k-r32-2e-5-i1-gguf"},"signature_state":"unsigned"},{"path":"Dumpling-Qwen2.5-7B-1k-r32-2e-5.i1-Q5_K_S.gguf","sizeBytes":5315180064,"sha256":"d18fb6cb9dffa917c77fe1646283e980a13e74d51195cffa85710c0aa0dab4ed","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":"2026-11-08T01:04:32.020Z","evidence_url":"/api/manifests/hf-model-mradermacher-dumpling-qwen2-5-7b-1k-r32-2e-5-i1-gguf"},"signature_state":"unsigned"},{"path":"Dumpling-Qwen2.5-7B-1k-r32-2e-5.i1-Q6_K.gguf","sizeBytes":6254202400,"sha256":"757d1b27ef90fdf537791d17ac6ff768176d351c9291e6ff65d4440c4887888a","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":"2026-11-08T01:04:32.020Z","evidence_url":"/api/manifests/hf-model-mradermacher-dumpling-qwen2-5-7b-1k-r32-2e-5-i1-gguf"},"signature_state":"unsigned"},{"path":"README.md","sizeBytes":6488,"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":"2026-11-08T01:04:32.020Z","evidence_url":"/api/manifests/hf-model-mradermacher-dumpling-qwen2-5-7b-1k-r32-2e-5-i1-gguf"},"signature_state":"unsigned"},{"path":"imatrix.dat","sizeBytes":4536665,"sha256":"1305e4a1f797cf558c669363350cd28d69e1908b6492f6662575931b1f9713f3","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":"2026-11-08T01:04:32.020Z","evidence_url":"/api/manifests/hf-model-mradermacher-dumpling-qwen2-5-7b-1k-r32-2e-5-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-dumpling-qwen2-5-7b-1k-r32-2e-5-i1-gguf/bundle","method":"GET"},{"label":"List individually hashed hosted files","url":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mradermacher-dumpling-qwen2-5-7b-1k-r32-2e-5-i1-gguf&limit=100","method":"GET"},{"label":"Inspect trust bundle","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-dumpling-qwen2-5-7b-1k-r32-2e-5-i1-gguf","method":"GET"},{"label":"Open artifact","url":"https://huggingbay.xyz/artifact/hf-model-mradermacher-dumpling-qwen2-5-7b-1k-r32-2e-5-i1-gguf","method":"GET"}],"docs":{"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-mradermacher-dumpling-qwen2-5-7b-1k-r32-2e-5-i1-gguf","downloadsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mradermacher-dumpling-qwen2-5-7b-1k-r32-2e-5-i1-gguf&limit=100","bundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-dumpling-qwen2-5-7b-1k-r32-2e-5-i1-gguf/bundle","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-dumpling-qwen2-5-7b-1k-r32-2e-5-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":"2026-11-08T01:04:32.020Z","evidence_url":"/api/manifests/hf-model-mradermacher-dumpling-qwen2-5-7b-1k-r32-2e-5-i1-gguf"}}