{"serveDecision":{"state":"READY","authority":"live-serve-decision"},"downloadable":true,"downloadReady":true,"degraded":false,"stale":false,"readinessCheckedAt":"2026-11-06T11:08:41.364Z","readinessSource":"file-check","schemaVersion":"hugging-bay.local-kit.v2","displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-11-06T11:07:52.188Z","generatedAt":"2026-11-06T11:08:41.365Z","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 'Mistral-7B-UA-Grammar-GRPO.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":"Mistral-7B-UA-Grammar-GRPO.Q4_K_M.gguf","templateSha256":"26a59556925c987317ce5291811ba3b7f32ec4c647c400c6cc7e3a9993007ba7","sha256":"23e86b08d3ae26e6aa270891bb1ba4000c98320cac4c8cc0a6ad47959a4d59bf"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5},{"tool":"ollama","label":"Ollama","note":"Builds a local Ollama model named \"mistral-7b-ua-grammar-grpo.q4_k_m\" from the file (Ollama imports the file's embedded chat template) and starts a chat.","prefilledFrom":{"file":"Mistral-7B-UA-Grammar-GRPO.Q4_K_M.gguf","templateSha256":"26a59556925c987317ce5291811ba3b7f32ec4c647c400c6cc7e3a9993007ba7","sha256":"23e86b08d3ae26e6aa270891bb1ba4000c98320cac4c8cc0a6ad47959a4d59bf"},"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":"Mistral-7B-UA-Grammar-GRPO.Q4_K_M.gguf","templateSha256":"26a59556925c987317ce5291811ba3b7f32ec4c647c400c6cc7e3a9993007ba7","sha256":"23e86b08d3ae26e6aa270891bb1ba4000c98320cac4c8cc0a6ad47959a4d59bf"},"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(\"./Mistral-7B-UA-Grammar-GRPO.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":"Mistral-7B-UA-Grammar-GRPO.Q4_K_M.gguf","templateSha256":"26a59556925c987317ce5291811ba3b7f32ec4c647c400c6cc7e3a9993007ba7","sha256":"23e86b08d3ae26e6aa270891bb1ba4000c98320cac4c8cc0a6ad47959a4d59bf"},"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":"23e86b08d3ae26e6aa270891bb1ba4000c98320cac4c8cc0a6ad47959a4d59bf","templateSha256":"26a59556925c987317ce5291811ba3b7f32ec4c647c400c6cc7e3a9993007ba7","templateText":"{{ bos_token }}{% for message in messages %}{% if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}{{ raise_exception('Conversation roles must alternate user/assistant/user/assistant/...') }}{% endif %}{% if message['role'] == 'user' %}{{ '[INST] ' + message['content'] + ' [/INST]' }}{% elif message['role'] == 'assistant' %}{{ message['content'] + eos_token}}{% else %}{{ raise_exception('Only user and assistant roles are supported!') }}{% endif %}{% endfor %}","extractedAt":"2026-09-24","extractionStage":"ingest.template-extract/v1","architecture":"llama","contextLength":32768,"stop":["</s>"],"thinking":{"mode":"none"}},"artifact":{"id":"hf-model-mradermacher-mistral-7b-ua-grammar-grpo-gguf","repo":"mradermacher/Mistral-7B-UA-Grammar-GRPO-GGUF","type":"llm","summary":"Model from Hugging Face for llm: mradermacher/Mistral-7B-UA-Grammar-GRPO-GGUF · transformers","license":"apache-2.0","hostingStatus":"hosted","hostedFileCount":1,"hostedFileCountAuthority":"live-serve-decision","displayFileCount":1,"fileCount":14,"upstreamUrl":"https://huggingface.co/mradermacher/Mistral-7B-UA-Grammar-GRPO-GGUF"},"tool":"any","toolCompatibility":{"status":"unknown","reason":"recorded-evaluator-not-integrated"},"readiness":{"state":"ready","asOf":"2026-11-06T11:08:41.365Z","reason":"Hosted by Hugging Bay — byte-verified 2026-09-04T20:53:38.250Z, license clear (apache-2.0).","downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-mradermacher-mistral-7b-ua-grammar-grpo-gguf/Mistral-7B-UA-Grammar-GRPO.Q4_K_M.gguf"},"requiredFiles":[{"path":".gitattributes","sizeBytes":2410,"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":"2026-11-06T11:08:41.364Z","evidence_url":"/api/manifests/hf-model-mradermacher-mistral-7b-ua-grammar-grpo-gguf"},"signature_state":"unsigned"},{"path":"Mistral-7B-UA-Grammar-GRPO.IQ4_XS.gguf","sizeBytes":3944390272,"sha256":"f87093f9a678b0be8158720013449ed3d9bef9fe0ce67ea0e1427caaca042f89","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":"2026-11-06T11:08:41.364Z","evidence_url":"/api/manifests/hf-model-mradermacher-mistral-7b-ua-grammar-grpo-gguf"},"signature_state":"unsigned"},{"path":"Mistral-7B-UA-Grammar-GRPO.Q2_K.gguf","sizeBytes":2719243904,"sha256":"06ee25c8e4dcb5387abcf2d2f032aa8a0ee04f6462a14eaa7959e36650843b6f","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":"2026-11-06T11:08:41.364Z","evidence_url":"/api/manifests/hf-model-mradermacher-mistral-7b-ua-grammar-grpo-gguf"},"signature_state":"unsigned"},{"path":"Mistral-7B-UA-Grammar-GRPO.Q3_K_L.gguf","sizeBytes":3822026368,"sha256":"2fe9450845e3756cae0e950d56e520db52924dbfeb1a8156d74357192cd61b0c","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":"2026-11-06T11:08:41.364Z","evidence_url":"/api/manifests/hf-model-mradermacher-mistral-7b-ua-grammar-grpo-gguf"},"signature_state":"unsigned"},{"path":"Mistral-7B-UA-Grammar-GRPO.Q3_K_M.gguf","sizeBytes":3518987904,"sha256":"1b6dd3734cdfd75ca84765d062fa9e4791ccd717bb7b73ab379fd007d4945b3c","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":"2026-11-06T11:08:41.364Z","evidence_url":"/api/manifests/hf-model-mradermacher-mistral-7b-ua-grammar-grpo-gguf"},"signature_state":"unsigned"},{"path":"Mistral-7B-UA-Grammar-GRPO.Q3_K_S.gguf","sizeBytes":3164569216,"sha256":"5a8fd12d1500935085abb1e32acc34783edc3c26f5c03d181340a9b4111bf353","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":"2026-11-06T11:08:41.364Z","evidence_url":"/api/manifests/hf-model-mradermacher-mistral-7b-ua-grammar-grpo-gguf"},"signature_state":"unsigned"},{"path":"Mistral-7B-UA-Grammar-GRPO.Q4_K_M.gguf","sizeBytes":4368440960,"sha256":"23e86b08d3ae26e6aa270891bb1ba4000c98320cac4c8cc0a6ad47959a4d59bf","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-mistral-7b-ua-grammar-grpo-gguf/Mistral-7B-UA-Grammar-GRPO.Q4_K_M.gguf","chatTemplate":{"artifactId":"hf-model-mradermacher-mistral-7b-ua-grammar-grpo-gguf","filePath":"Mistral-7B-UA-Grammar-GRPO.Q4_K_M.gguf","sha256":"23e86b08d3ae26e6aa270891bb1ba4000c98320cac4c8cc0a6ad47959a4d59bf","architecture":"llama","generalName":"Mistral 7B UA Grammar GRPO","tokenizerModel":"llama","contextLength":32768,"bos":"<s>","eos":"</s>","stop":["</s>"],"thinking":{"mode":"none"},"chatTemplate":"{{ bos_token }}{% for message in messages %}{% if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}{{ raise_exception('Conversation roles must alternate user/assistant/user/assistant/...') }}{% endif %}{% if message['role'] == 'user' %}{{ '[INST] ' + message['content'] + ' [/INST]' }}{% elif message['role'] == 'assistant' %}{{ message['content'] + eos_token}}{% else %}{{ raise_exception('Only user and assistant roles are supported!') }}{% endif %}{% endfor %}","templateDigest":"sha256:26a59556925c987317ce5291811ba3b7f32ec4c647c400c6cc7e3a9993007ba7","extractionReason":"embedded-template","extractorVersion":"hugging-bay.gguf-embedded-chat-contract.v1","extractedAt":"2026-09-24T04:16:30.149Z","hasEmbeddedTemplate":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"unsigned","freshness":"current","checked_at":"2026-11-06T11:08:41.364Z","evidence_url":"/api/manifests/hf-model-mradermacher-mistral-7b-ua-grammar-grpo-gguf"},"signature_state":"unsigned"},{"path":"Mistral-7B-UA-Grammar-GRPO.Q4_K_S.gguf","sizeBytes":4140375680,"sha256":"6830762643ab73b6ca069674cff3c51cd7d23aef0e1c2bff794306178b1f7285","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":"2026-11-06T11:08:41.364Z","evidence_url":"/api/manifests/hf-model-mradermacher-mistral-7b-ua-grammar-grpo-gguf"},"signature_state":"unsigned"},{"path":"Mistral-7B-UA-Grammar-GRPO.Q5_K_M.gguf","sizeBytes":5131411072,"sha256":"533d35ae952e3e13dbc5741d8da268ac1ee829f2a2f1fd71a9beca9cf685e2ec","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":"2026-11-06T11:08:41.364Z","evidence_url":"/api/manifests/hf-model-mradermacher-mistral-7b-ua-grammar-grpo-gguf"},"signature_state":"unsigned"},{"path":"Mistral-7B-UA-Grammar-GRPO.Q5_K_S.gguf","sizeBytes":4997717632,"sha256":"c13d070ec46f8247325150d35ff1904ad05000d324926e4e6873b94cc5008b14","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":"2026-11-06T11:08:41.364Z","evidence_url":"/api/manifests/hf-model-mradermacher-mistral-7b-ua-grammar-grpo-gguf"},"signature_state":"unsigned"},{"path":"Mistral-7B-UA-Grammar-GRPO.Q6_K.gguf","sizeBytes":5942066816,"sha256":"3b71c12cf097d9e72cfb92ed4f57fa6e4bf1679d37cc6d7b7da26c2179fd37b5","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":"2026-11-06T11:08:41.364Z","evidence_url":"/api/manifests/hf-model-mradermacher-mistral-7b-ua-grammar-grpo-gguf"},"signature_state":"unsigned"},{"path":"Mistral-7B-UA-Grammar-GRPO.Q8_0.gguf","sizeBytes":7695859328,"sha256":"5d4b27a761c10fdf892569bd65480d086c5e94f918099d0a9f8f6722bf8731f5","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":"2026-11-06T11:08:41.364Z","evidence_url":"/api/manifests/hf-model-mradermacher-mistral-7b-ua-grammar-grpo-gguf"},"signature_state":"unsigned"},{"path":"Mistral-7B-UA-Grammar-GRPO.f16.gguf","sizeBytes":14484733568,"sha256":"2f790a7cd925c7a9d19185730994b17c28c3b958164d4c6f1fe2efe8991dcb07","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":"2026-11-06T11:08:41.364Z","evidence_url":"/api/manifests/hf-model-mradermacher-mistral-7b-ua-grammar-grpo-gguf"},"signature_state":"unsigned"},{"path":"README.md","sizeBytes":3850,"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":"2026-11-06T11:08:41.364Z","evidence_url":"/api/manifests/hf-model-mradermacher-mistral-7b-ua-grammar-grpo-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-mistral-7b-ua-grammar-grpo-gguf/bundle","method":"GET"},{"label":"List individually hashed hosted files","url":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mradermacher-mistral-7b-ua-grammar-grpo-gguf&limit=100","method":"GET"},{"label":"Inspect trust bundle","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-mistral-7b-ua-grammar-grpo-gguf","method":"GET"},{"label":"Open artifact","url":"https://huggingbay.xyz/artifact/hf-model-mradermacher-mistral-7b-ua-grammar-grpo-gguf","method":"GET"}],"docs":{"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-mradermacher-mistral-7b-ua-grammar-grpo-gguf","downloadsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mradermacher-mistral-7b-ua-grammar-grpo-gguf&limit=100","bundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-mistral-7b-ua-grammar-grpo-gguf/bundle","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-mistral-7b-ua-grammar-grpo-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":"2026-11-06T11:08:41.364Z","evidence_url":"/api/manifests/hf-model-mradermacher-mistral-7b-ua-grammar-grpo-gguf"}}