{"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":"2026-11-02T19:06:52.416Z","generatedAt":"2026-11-02T19:08:12.148Z","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 'Phinance-Phi-3.5-mini-instruct-finance-v0.2.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":"Phinance-Phi-3.5-mini-instruct-finance-v0.2.Q4_K_M.gguf","templateSha256":"78d976a442bcde2f0be15aafbb8e3050e1104f86732266f68403251b89982a90","sha256":"21358fd5650091d149638e18019a2ea7785c58933c2724f6cbbebd7e9cb065d1"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5},{"tool":"ollama","label":"Ollama","note":"Builds a local Ollama model named \"phinance-phi-3.5-mini-instruct-finance-v0.2.q4_k_m\" from the file (Ollama imports the file's embedded chat template) and starts a chat.","prefilledFrom":{"file":"Phinance-Phi-3.5-mini-instruct-finance-v0.2.Q4_K_M.gguf","templateSha256":"78d976a442bcde2f0be15aafbb8e3050e1104f86732266f68403251b89982a90","sha256":"21358fd5650091d149638e18019a2ea7785c58933c2724f6cbbebd7e9cb065d1"},"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":"Phinance-Phi-3.5-mini-instruct-finance-v0.2.Q4_K_M.gguf","templateSha256":"78d976a442bcde2f0be15aafbb8e3050e1104f86732266f68403251b89982a90","sha256":"21358fd5650091d149638e18019a2ea7785c58933c2724f6cbbebd7e9cb065d1"},"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(\"./Phinance-Phi-3.5-mini-instruct-finance-v0.2.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":"Phinance-Phi-3.5-mini-instruct-finance-v0.2.Q4_K_M.gguf","templateSha256":"78d976a442bcde2f0be15aafbb8e3050e1104f86732266f68403251b89982a90","sha256":"21358fd5650091d149638e18019a2ea7785c58933c2724f6cbbebd7e9cb065d1"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5}],"runBlockKind":"hosted-file-recipe","chatContract":{"available":true,"source":"gguf-metadata:tokenizer.chat_template","sourceFileSha256":"21358fd5650091d149638e18019a2ea7785c58933c2724f6cbbebd7e9cb065d1","templateSha256":"78d976a442bcde2f0be15aafbb8e3050e1104f86732266f68403251b89982a90","templateText":"{% for message in messages %}{% if message['role'] == 'system' and message['content'] %}{{'<|system|>\n' + message['content'] + '<|end|>\n'}}{% elif message['role'] == 'user' %}{{'<|user|>\n' + message['content'] + '<|end|>\n'}}{% elif message['role'] == 'assistant' %}{{'<|assistant|>\n' + message['content'] + '<|end|>\n'}}{% endif %}{% endfor %}{% if add_generation_prompt %}{{ '<|assistant|>\n' }}{% else %}{{ eos_token }}{% endif %}","extractedAt":"2026-09-24","extractionStage":"ingest.template-extract/v1","architecture":"phi3","contextLength":131072,"stop":["<|endoftext|>"],"thinking":{"mode":"none"}},"artifact":{"id":"hf-model-mradermacher-phinance-phi-3-5-mini-instruct-finance-v0-2-gguf","repo":"mradermacher/Phinance-Phi-3.5-mini-instruct-finance-v0.2-GGUF","type":"llm","summary":"Model from Hugging Face for llm: mradermacher/Phinance-Phi-3.5-mini-instruct-finance-v0.2-GGUF · transformers","license":"apache-2.0","hostingStatus":"hosted","hostedFileCount":1,"hostedFileCountAuthority":"live-serve-decision","displayFileCount":1,"fileCount":14,"upstreamUrl":"https://huggingface.co/mradermacher/Phinance-Phi-3.5-mini-instruct-finance-v0.2-GGUF"},"tool":"any","toolCompatibility":{"status":"unknown","reason":"recorded-evaluator-not-integrated"},"readiness":"unknown","requiredFiles":[{"path":".gitattributes","sizeBytes":2614,"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-phinance-phi-3-5-mini-instruct-finance-v0-2-gguf"},"signature_state":"unsigned"},{"path":"Phinance-Phi-3.5-mini-instruct-finance-v0.2.IQ4_XS.gguf","sizeBytes":2075582368,"sha256":"2a4aaf16d7c5f19cc2256f34f1d02b7434406ce1132aa7237365dca7cc43ecd9","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-phinance-phi-3-5-mini-instruct-finance-v0-2-gguf"},"signature_state":"unsigned"},{"path":"Phinance-Phi-3.5-mini-instruct-finance-v0.2.Q2_K.gguf","sizeBytes":1416205216,"sha256":"f293930d47016323f57711e4c25bf82f3ef557156472d7fdad1c515fd828b6cf","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-phinance-phi-3-5-mini-instruct-finance-v0-2-gguf"},"signature_state":"unsigned"},{"path":"Phinance-Phi-3.5-mini-instruct-finance-v0.2.Q3_K_L.gguf","sizeBytes":2087598496,"sha256":"2e97a434ac585423e9f0666c97c082ac6644ce62990bf1e370e3c98a7d123b7c","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-phinance-phi-3-5-mini-instruct-finance-v0-2-gguf"},"signature_state":"unsigned"},{"path":"Phinance-Phi-3.5-mini-instruct-finance-v0.2.Q3_K_M.gguf","sizeBytes":1955477920,"sha256":"73f9dfa54696278a2a9bc99f4c1d7ead3e1e7eab57013e946ac5dedf9d86e673","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-phinance-phi-3-5-mini-instruct-finance-v0-2-gguf"},"signature_state":"unsigned"},{"path":"Phinance-Phi-3.5-mini-instruct-finance-v0.2.Q3_K_S.gguf","sizeBytes":1681799584,"sha256":"9de0d42e181cc01649fc5b3d1213ec01abe291b24bbfd05189c74ecd2b622590","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-phinance-phi-3-5-mini-instruct-finance-v0-2-gguf"},"signature_state":"unsigned"},{"path":"Phinance-Phi-3.5-mini-instruct-finance-v0.2.Q4_K_M.gguf","sizeBytes":2393233312,"sha256":"21358fd5650091d149638e18019a2ea7785c58933c2724f6cbbebd7e9cb065d1","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-phinance-phi-3-5-mini-instruct-finance-v0-2-gguf/Phinance-Phi-3.5-mini-instruct-finance-v0.2.Q4_K_M.gguf","chatTemplate":{"artifactId":"hf-model-mradermacher-phinance-phi-3-5-mini-instruct-finance-v0-2-gguf","filePath":"Phinance-Phi-3.5-mini-instruct-finance-v0.2.Q4_K_M.gguf","sha256":"21358fd5650091d149638e18019a2ea7785c58933c2724f6cbbebd7e9cb065d1","architecture":"phi3","generalName":"Phinance","tokenizerModel":"llama","contextLength":131072,"bos":"<s>","eos":"<|endoftext|>","stop":["<|endoftext|>"],"thinking":{"mode":"none"},"chatTemplate":"{% for message in messages %}{% if message['role'] == 'system' and message['content'] %}{{'<|system|>\n' + message['content'] + '<|end|>\n'}}{% elif message['role'] == 'user' %}{{'<|user|>\n' + message['content'] + '<|end|>\n'}}{% elif message['role'] == 'assistant' %}{{'<|assistant|>\n' + message['content'] + '<|end|>\n'}}{% endif %}{% endfor %}{% if add_generation_prompt %}{{ '<|assistant|>\n' }}{% else %}{{ eos_token }}{% endif %}","templateDigest":"sha256:78d976a442bcde2f0be15aafbb8e3050e1104f86732266f68403251b89982a90","extractionReason":"embedded-template","extractorVersion":"hugging-bay.gguf-embedded-chat-contract.v1","extractedAt":"2026-09-24T04:05:21.345Z","hasEmbeddedTemplate":true},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-mradermacher-phinance-phi-3-5-mini-instruct-finance-v0-2-gguf"},"signature_state":"unsigned"},{"path":"Phinance-Phi-3.5-mini-instruct-finance-v0.2.Q4_K_S.gguf","sizeBytes":2188760992,"sha256":"23155293e0d5f1471e7fa4b9026d3ae47aa2a7d18a234bfc6255eb2d8a654e34","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-phinance-phi-3-5-mini-instruct-finance-v0-2-gguf"},"signature_state":"unsigned"},{"path":"Phinance-Phi-3.5-mini-instruct-finance-v0.2.Q5_K_M.gguf","sizeBytes":2815276960,"sha256":"14b9fa76a85f668eca28b3589e3b923a0133e501ecbb9d39becb989e0fda2088","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-phinance-phi-3-5-mini-instruct-finance-v0-2-gguf"},"signature_state":"unsigned"},{"path":"Phinance-Phi-3.5-mini-instruct-finance-v0.2.Q5_K_S.gguf","sizeBytes":2641475488,"sha256":"0dee0c21a7d9bd2fd0284ec7551ea976ae8005982c045088687947dafc6a3c2f","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-phinance-phi-3-5-mini-instruct-finance-v0-2-gguf"},"signature_state":"unsigned"},{"path":"Phinance-Phi-3.5-mini-instruct-finance-v0.2.Q6_K.gguf","sizeBytes":3135853984,"sha256":"f3a08a118d3882c0c0c189b9d721d656995a3561c44f28b68bf019606ed73a82","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-phinance-phi-3-5-mini-instruct-finance-v0-2-gguf"},"signature_state":"unsigned"},{"path":"Phinance-Phi-3.5-mini-instruct-finance-v0.2.Q8_0.gguf","sizeBytes":4061223328,"sha256":"ec01c596756100f6292a5bf1ca9d6c95c125403f3e3e4ee30f48ef13fdf6c744","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-phinance-phi-3-5-mini-instruct-finance-v0-2-gguf"},"signature_state":"unsigned"},{"path":"Phinance-Phi-3.5-mini-instruct-finance-v0.2.f16.gguf","sizeBytes":7643298208,"sha256":"21236dec22c2e179b80938aed7f324818f18fdb9d3938d7b8e45c8ed56e04408","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-phinance-phi-3-5-mini-instruct-finance-v0-2-gguf"},"signature_state":"unsigned"},{"path":"README.md","sizeBytes":4488,"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-phinance-phi-3-5-mini-instruct-finance-v0-2-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-phinance-phi-3-5-mini-instruct-finance-v0-2-gguf/bundle","method":"GET"},{"label":"List individually hashed hosted files","url":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mradermacher-phinance-phi-3-5-mini-instruct-finance-v0-2-gguf&limit=100","method":"GET"},{"label":"Inspect trust bundle","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-phinance-phi-3-5-mini-instruct-finance-v0-2-gguf","method":"GET"},{"label":"Open artifact","url":"https://huggingbay.xyz/artifact/hf-model-mradermacher-phinance-phi-3-5-mini-instruct-finance-v0-2-gguf","method":"GET"}],"docs":{"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-mradermacher-phinance-phi-3-5-mini-instruct-finance-v0-2-gguf","downloadsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mradermacher-phinance-phi-3-5-mini-instruct-finance-v0-2-gguf&limit=100","bundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-phinance-phi-3-5-mini-instruct-finance-v0-2-gguf/bundle","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-phinance-phi-3-5-mini-instruct-finance-v0-2-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-phinance-phi-3-5-mini-instruct-finance-v0-2-gguf"}}