{"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":"2026-11-04T15:36:54.172Z","generatedAt":"2026-11-04T15:37:32.928Z","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 'Qwen2.5-3B-Turkish-SFT.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":"Qwen2.5-3B-Turkish-SFT.Q4_K_M.gguf","templateSha256":"153280e3ff55d19da1398bdb3914ee2a51b80429bfaedde11d7d216c39db80f3","sha256":"f6adc52ad6cc17d1f2c1f8683bc43b6529f3fd112b5e85da5b292843fd20cd7f"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5},{"tool":"ollama","label":"Ollama","note":"Builds a local Ollama model named \"qwen2.5-3b-turkish-sft.q4_k_m\" from the file (Ollama imports the file's embedded chat template) and starts a chat.","prefilledFrom":{"file":"Qwen2.5-3B-Turkish-SFT.Q4_K_M.gguf","templateSha256":"153280e3ff55d19da1398bdb3914ee2a51b80429bfaedde11d7d216c39db80f3","sha256":"f6adc52ad6cc17d1f2c1f8683bc43b6529f3fd112b5e85da5b292843fd20cd7f"},"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":"Qwen2.5-3B-Turkish-SFT.Q4_K_M.gguf","templateSha256":"153280e3ff55d19da1398bdb3914ee2a51b80429bfaedde11d7d216c39db80f3","sha256":"f6adc52ad6cc17d1f2c1f8683bc43b6529f3fd112b5e85da5b292843fd20cd7f"},"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(\"./Qwen2.5-3B-Turkish-SFT.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":"Qwen2.5-3B-Turkish-SFT.Q4_K_M.gguf","templateSha256":"153280e3ff55d19da1398bdb3914ee2a51b80429bfaedde11d7d216c39db80f3","sha256":"f6adc52ad6cc17d1f2c1f8683bc43b6529f3fd112b5e85da5b292843fd20cd7f"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5}],"runBlockKind":"hosted-file-recipe","chatContract":{"available":true,"source":"gguf-metadata:tokenizer.chat_template","sourceFileSha256":"f6adc52ad6cc17d1f2c1f8683bc43b6529f3fd112b5e85da5b292843fd20cd7f","templateSha256":"153280e3ff55d19da1398bdb3914ee2a51b80429bfaedde11d7d216c39db80f3","templateText":"{% for message in messages %}{{'<|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-mradermacher-qwen2-5-3b-turkish-sft-gguf","repo":"mradermacher/Qwen2.5-3B-Turkish-SFT-GGUF","type":"llm","summary":"Model from Hugging Face for llm: mradermacher/Qwen2.5-3B-Turkish-SFT-GGUF · transformers","license":"apache-2.0","hostingStatus":"hosted","hostedFileCount":1,"hostedFileCountAuthority":"live-serve-decision","displayFileCount":1,"fileCount":14,"upstreamUrl":"https://huggingface.co/mradermacher/Qwen2.5-3B-Turkish-SFT-GGUF"},"tool":"any","toolCompatibility":{"status":"unknown","reason":"recorded-evaluator-not-integrated"},"readiness":"unknown","requiredFiles":[{"path":".gitattributes","sizeBytes":2362,"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-qwen2-5-3b-turkish-sft-gguf"},"signature_state":"unsigned"},{"path":"Qwen2.5-3B-Turkish-SFT.IQ4_XS.gguf","sizeBytes":1753183232,"sha256":"3ba3f904967d8ab24d78c2fdf0111072bc8e5bd4caed0e4fdc27c05b95c0fb95","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-qwen2-5-3b-turkish-sft-gguf"},"signature_state":"unsigned"},{"path":"Qwen2.5-3B-Turkish-SFT.Q2_K.gguf","sizeBytes":1274754048,"sha256":"f6d93c8c77672bdef4de9daecb39ab462593d121064105b82ea19778985e686e","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-qwen2-5-3b-turkish-sft-gguf"},"signature_state":"unsigned"},{"path":"Qwen2.5-3B-Turkish-SFT.Q3_K_L.gguf","sizeBytes":1707389952,"sha256":"9574287b9faec236b310a37a71b9aca4980dbf17fef53d30a5c3ea8f03213370","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-qwen2-5-3b-turkish-sft-gguf"},"signature_state":"unsigned"},{"path":"Qwen2.5-3B-Turkish-SFT.Q3_K_M.gguf","sizeBytes":1590473728,"sha256":"9a643dac171cd691ad3842e81bb65634196e23ae192df0a1071a2326edeefc08","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-qwen2-5-3b-turkish-sft-gguf"},"signature_state":"unsigned"},{"path":"Qwen2.5-3B-Turkish-SFT.Q3_K_S.gguf","sizeBytes":1454355456,"sha256":"11e8f8e93bd023ba02b7abfa09cdf21d92d96a5166bb74df3de1ae0ba1083052","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-qwen2-5-3b-turkish-sft-gguf"},"signature_state":"unsigned"},{"path":"Qwen2.5-3B-Turkish-SFT.Q4_K_M.gguf","sizeBytes":1929901056,"sha256":"f6adc52ad6cc17d1f2c1f8683bc43b6529f3fd112b5e85da5b292843fd20cd7f","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-qwen2-5-3b-turkish-sft-gguf/Qwen2.5-3B-Turkish-SFT.Q4_K_M.gguf","chatTemplate":{"artifactId":"hf-model-mradermacher-qwen2-5-3b-turkish-sft-gguf","filePath":"Qwen2.5-3B-Turkish-SFT.Q4_K_M.gguf","sha256":"f6adc52ad6cc17d1f2c1f8683bc43b6529f3fd112b5e85da5b292843fd20cd7f","architecture":"qwen2","generalName":"Qwen2.5 3B Turkish SFT","tokenizerModel":"gpt2","contextLength":32768,"bos":null,"eos":"<|im_end|>","stop":["<|im_end|>"],"thinking":{"mode":"none"},"chatTemplate":"{% for message in messages %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}","templateDigest":"sha256:153280e3ff55d19da1398bdb3914ee2a51b80429bfaedde11d7d216c39db80f3","extractionReason":"embedded-template","extractorVersion":"hugging-bay.gguf-embedded-chat-contract.v1","extractedAt":"2026-09-24T04:01:14.861Z","hasEmbeddedTemplate":true},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-mradermacher-qwen2-5-3b-turkish-sft-gguf"},"signature_state":"unsigned"},{"path":"Qwen2.5-3B-Turkish-SFT.Q4_K_S.gguf","sizeBytes":1834382336,"sha256":"f9c6a34bb7379d7ef16944444b3b3fe22a9e6e3dcf292368925b8c7b8cc29fbb","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-qwen2-5-3b-turkish-sft-gguf"},"signature_state":"unsigned"},{"path":"Qwen2.5-3B-Turkish-SFT.Q5_K_M.gguf","sizeBytes":2224813056,"sha256":"0c8c08c9c1e0323239fd3b670062806c5ac923aa3cc9e8fa0445e89fd30982f7","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-qwen2-5-3b-turkish-sft-gguf"},"signature_state":"unsigned"},{"path":"Qwen2.5-3B-Turkish-SFT.Q5_K_S.gguf","sizeBytes":2169664512,"sha256":"cbd6683f1c85f118e0a70688546757e0ab693a2ac6c65fe32eda15cf1a54f4a9","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-qwen2-5-3b-turkish-sft-gguf"},"signature_state":"unsigned"},{"path":"Qwen2.5-3B-Turkish-SFT.Q6_K.gguf","sizeBytes":2538157056,"sha256":"897e0a4084f8f98109c06f131680cc48ac4301ff8199d845625381de1e6ae39d","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-qwen2-5-3b-turkish-sft-gguf"},"signature_state":"unsigned"},{"path":"Qwen2.5-3B-Turkish-SFT.Q8_0.gguf","sizeBytes":3285474304,"sha256":"3d1697b760838ed37dbbca8340d1a8e914b08f5be0b79fe32b82a47556bf7a7e","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-qwen2-5-3b-turkish-sft-gguf"},"signature_state":"unsigned"},{"path":"Qwen2.5-3B-Turkish-SFT.f16.gguf","sizeBytes":6178315264,"sha256":"afb5ac9cdef4276fd6e3c6ffc79e27952371b4d9e394fc030a67a223a46ae2cf","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-qwen2-5-3b-turkish-sft-gguf"},"signature_state":"unsigned"},{"path":"README.md","sizeBytes":3889,"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-qwen2-5-3b-turkish-sft-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-qwen2-5-3b-turkish-sft-gguf/bundle","method":"GET"},{"label":"List individually hashed hosted files","url":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mradermacher-qwen2-5-3b-turkish-sft-gguf&limit=100","method":"GET"},{"label":"Inspect trust bundle","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-qwen2-5-3b-turkish-sft-gguf","method":"GET"},{"label":"Open artifact","url":"https://huggingbay.xyz/artifact/hf-model-mradermacher-qwen2-5-3b-turkish-sft-gguf","method":"GET"}],"docs":{"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-mradermacher-qwen2-5-3b-turkish-sft-gguf","downloadsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mradermacher-qwen2-5-3b-turkish-sft-gguf&limit=100","bundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-qwen2-5-3b-turkish-sft-gguf/bundle","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-qwen2-5-3b-turkish-sft-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-qwen2-5-3b-turkish-sft-gguf"}}