{"serveDecision":{"state":"READY","authority":"live-serve-decision"},"downloadable":true,"downloadReady":true,"degraded":false,"stale":false,"readinessCheckedAt":"2026-11-09T04:40:03.388Z","readinessSource":"file-check","schemaVersion":"hugging-bay.local-kit.v2","displayOnly":true,"authorizationRequired":true,"eligibilitySnapshotAt":"2026-11-09T04:39:41.073Z","generatedAt":"2026-11-09T04:40:03.388Z","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 'llama3.1-8b-tulu-3-fma.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":"llama3.1-8b-tulu-3-fma.Q4_K_M.gguf","templateSha256":"ba03a121d097859c7b5b9cd03af99aafe95275210d2876f642ad9929a150f122","sha256":"c3e70a8660f9de5207d272a43c8b862dd8452b1f6ac36f70cafce8d810ccf81a"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5},{"tool":"ollama","label":"Ollama","note":"Builds a local Ollama model named \"llama3.1-8b-tulu-3-fma.q4_k_m\" from the file (Ollama imports the file's embedded chat template) and starts a chat.","prefilledFrom":{"file":"llama3.1-8b-tulu-3-fma.Q4_K_M.gguf","templateSha256":"ba03a121d097859c7b5b9cd03af99aafe95275210d2876f642ad9929a150f122","sha256":"c3e70a8660f9de5207d272a43c8b862dd8452b1f6ac36f70cafce8d810ccf81a"},"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":"llama3.1-8b-tulu-3-fma.Q4_K_M.gguf","templateSha256":"ba03a121d097859c7b5b9cd03af99aafe95275210d2876f642ad9929a150f122","sha256":"c3e70a8660f9de5207d272a43c8b862dd8452b1f6ac36f70cafce8d810ccf81a"},"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(\"./llama3.1-8b-tulu-3-fma.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":"llama3.1-8b-tulu-3-fma.Q4_K_M.gguf","templateSha256":"ba03a121d097859c7b5b9cd03af99aafe95275210d2876f642ad9929a150f122","sha256":"c3e70a8660f9de5207d272a43c8b862dd8452b1f6ac36f70cafce8d810ccf81a"},"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":"c3e70a8660f9de5207d272a43c8b862dd8452b1f6ac36f70cafce8d810ccf81a","templateSha256":"ba03a121d097859c7b5b9cd03af99aafe95275210d2876f642ad9929a150f122","templateText":"{% set loop_messages = messages %}{% for message in loop_messages %}{% set content = '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' %}{% if loop.index0 == 0 %}{% set content = bos_token + content %}{% endif %}{{ content }}{% endfor %}{% if add_generation_prompt %}{{ '<|start_header_id|>assistant<|end_header_id|>\n\n' }}{% endif %}","extractedAt":"2026-09-24","extractionStage":"ingest.template-extract/v1","architecture":"llama","contextLength":131072,"stop":["<|eot_id|>"],"thinking":{"mode":"none"}},"artifact":{"id":"hf-model-mradermacher-llama3-1-8b-tulu-3-fma-gguf","repo":"mradermacher/llama3.1-8b-tulu-3-fma-GGUF","type":"llm","summary":"Model from Hugging Face for llm: mradermacher/llama3.1-8b-tulu-3-fma-GGUF · transformers","license":"mit","hostingStatus":"hosted","hostedFileCount":1,"hostedFileCountAuthority":"live-serve-decision","displayFileCount":1,"fileCount":14,"upstreamUrl":"https://huggingface.co/mradermacher/llama3.1-8b-tulu-3-fma-GGUF"},"tool":"any","toolCompatibility":{"status":"unknown","reason":"recorded-evaluator-not-integrated"},"readiness":{"state":"ready","asOf":"2026-11-09T04:40:03.388Z","reason":"Hosted by Hugging Bay — byte-verified 2026-09-04T01:24:23.380Z, license clear (mit).","downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-mradermacher-llama3-1-8b-tulu-3-fma-gguf/llama3.1-8b-tulu-3-fma.Q4_K_M.gguf"},"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":"current","checked_at":"2026-11-09T04:40:03.388Z","evidence_url":"/api/manifests/hf-model-mradermacher-llama3-1-8b-tulu-3-fma-gguf"},"signature_state":"unsigned"},{"path":"README.md","sizeBytes":3480,"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":"2026-11-09T04:40:03.388Z","evidence_url":"/api/manifests/hf-model-mradermacher-llama3-1-8b-tulu-3-fma-gguf"},"signature_state":"unsigned"},{"path":"llama3.1-8b-tulu-3-fma.IQ4_XS.gguf","sizeBytes":4484363936,"sha256":"7b2d3a459837648597e80fd08c5e21e45301303f9ab459d9116fe288f09226a4","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":"2026-11-09T04:40:03.388Z","evidence_url":"/api/manifests/hf-model-mradermacher-llama3-1-8b-tulu-3-fma-gguf"},"signature_state":"unsigned"},{"path":"llama3.1-8b-tulu-3-fma.Q2_K.gguf","sizeBytes":3179132576,"sha256":"03cebf50b87fdbe9b674f9174a1e89a949b0005b617d899dd430e6a44bf371dc","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":"2026-11-09T04:40:03.388Z","evidence_url":"/api/manifests/hf-model-mradermacher-llama3-1-8b-tulu-3-fma-gguf"},"signature_state":"unsigned"},{"path":"llama3.1-8b-tulu-3-fma.Q3_K_L.gguf","sizeBytes":4321957536,"sha256":"87f15442acf906ce8901e7e2692f1af9b87553a0b33fbfaba208c399a0d5d845","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":"2026-11-09T04:40:03.388Z","evidence_url":"/api/manifests/hf-model-mradermacher-llama3-1-8b-tulu-3-fma-gguf"},"signature_state":"unsigned"},{"path":"llama3.1-8b-tulu-3-fma.Q3_K_M.gguf","sizeBytes":4018919072,"sha256":"7c3422e165408f4c3faa4ec43391e7bb33bbba0b8571882dacf2aa96691f7c2e","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":"2026-11-09T04:40:03.388Z","evidence_url":"/api/manifests/hf-model-mradermacher-llama3-1-8b-tulu-3-fma-gguf"},"signature_state":"unsigned"},{"path":"llama3.1-8b-tulu-3-fma.Q3_K_S.gguf","sizeBytes":3664500384,"sha256":"e41d7a821a4745efb0bca594f2772d782c7def9014ebf5e2a0c192957cac609d","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":"2026-11-09T04:40:03.388Z","evidence_url":"/api/manifests/hf-model-mradermacher-llama3-1-8b-tulu-3-fma-gguf"},"signature_state":"unsigned"},{"path":"llama3.1-8b-tulu-3-fma.Q4_K_M.gguf","sizeBytes":4920735392,"sha256":"c3e70a8660f9de5207d272a43c8b862dd8452b1f6ac36f70cafce8d810ccf81a","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-llama3-1-8b-tulu-3-fma-gguf/llama3.1-8b-tulu-3-fma.Q4_K_M.gguf","chatTemplate":{"artifactId":"hf-model-mradermacher-llama3-1-8b-tulu-3-fma-gguf","filePath":"llama3.1-8b-tulu-3-fma.Q4_K_M.gguf","sha256":"c3e70a8660f9de5207d272a43c8b862dd8452b1f6ac36f70cafce8d810ccf81a","architecture":"llama","generalName":"Llama3.1 8b Tulu 3 Fma","tokenizerModel":"gpt2","contextLength":131072,"bos":"<|begin_of_text|>","eos":"<|eot_id|>","stop":["<|eot_id|>"],"thinking":{"mode":"none"},"chatTemplate":"{% set loop_messages = messages %}{% for message in loop_messages %}{% set content = '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' %}{% if loop.index0 == 0 %}{% set content = bos_token + content %}{% endif %}{{ content }}{% endfor %}{% if add_generation_prompt %}{{ '<|start_header_id|>assistant<|end_header_id|>\n\n' }}{% endif %}","templateDigest":"sha256:ba03a121d097859c7b5b9cd03af99aafe95275210d2876f642ad9929a150f122","extractionReason":"embedded-template","extractorVersion":"hugging-bay.gguf-embedded-chat-contract.v1","extractedAt":"2026-09-24T04:33:15.997Z","hasEmbeddedTemplate":true},"serve_verdict":{"can_download":true,"bytes_verified":true,"signature":"signed","freshness":"current","checked_at":"2026-11-09T04:40:03.388Z","evidence_url":"/api/manifests/hf-model-mradermacher-llama3-1-8b-tulu-3-fma-gguf"},"signature_state":"signed"},{"path":"llama3.1-8b-tulu-3-fma.Q4_K_S.gguf","sizeBytes":4692670112,"sha256":"718004c514b33c7405982990f49a8c18f6b7288fca92967070b529f723f6718a","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":"2026-11-09T04:40:03.388Z","evidence_url":"/api/manifests/hf-model-mradermacher-llama3-1-8b-tulu-3-fma-gguf"},"signature_state":"unsigned"},{"path":"llama3.1-8b-tulu-3-fma.Q5_K_M.gguf","sizeBytes":5732988576,"sha256":"1cbebcacd504b9d59bfaf3e6eaadea364f736c6d1ffc3eec9159115be2c4d585","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":"2026-11-09T04:40:03.388Z","evidence_url":"/api/manifests/hf-model-mradermacher-llama3-1-8b-tulu-3-fma-gguf"},"signature_state":"unsigned"},{"path":"llama3.1-8b-tulu-3-fma.Q5_K_S.gguf","sizeBytes":5599295136,"sha256":"48bd8c55b8cd35327e5f1ee68c05d1af84581d341b9689c2b34ae866808caaba","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":"2026-11-09T04:40:03.388Z","evidence_url":"/api/manifests/hf-model-mradermacher-llama3-1-8b-tulu-3-fma-gguf"},"signature_state":"unsigned"},{"path":"llama3.1-8b-tulu-3-fma.Q6_K.gguf","sizeBytes":6596007584,"sha256":"3cb9b84bf4fb7e8b6b98edb839b042ec34733cabef5cc5dcfed1987d6f900ad7","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":"2026-11-09T04:40:03.388Z","evidence_url":"/api/manifests/hf-model-mradermacher-llama3-1-8b-tulu-3-fma-gguf"},"signature_state":"unsigned"},{"path":"llama3.1-8b-tulu-3-fma.Q8_0.gguf","sizeBytes":8540772000,"sha256":"e88baf46ffa66f421092c7680ad122f45a992c972370b3c185cb1438ea452521","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":"2026-11-09T04:40:03.388Z","evidence_url":"/api/manifests/hf-model-mradermacher-llama3-1-8b-tulu-3-fma-gguf"},"signature_state":"unsigned"},{"path":"llama3.1-8b-tulu-3-fma.f16.gguf","sizeBytes":16068892320,"sha256":"217b29ef43ec2c9dac6df491c56aa32fda0d0925cec6b13b320e69769b9af9f3","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":"2026-11-09T04:40:03.388Z","evidence_url":"/api/manifests/hf-model-mradermacher-llama3-1-8b-tulu-3-fma-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-llama3-1-8b-tulu-3-fma-gguf/bundle","method":"GET"},{"label":"List individually hashed hosted files","url":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mradermacher-llama3-1-8b-tulu-3-fma-gguf&limit=100","method":"GET"},{"label":"Inspect trust bundle","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-llama3-1-8b-tulu-3-fma-gguf","method":"GET"},{"label":"Open artifact","url":"https://huggingbay.xyz/artifact/hf-model-mradermacher-llama3-1-8b-tulu-3-fma-gguf","method":"GET"}],"docs":{"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-mradermacher-llama3-1-8b-tulu-3-fma-gguf","downloadsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mradermacher-llama3-1-8b-tulu-3-fma-gguf&limit=100","bundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-llama3-1-8b-tulu-3-fma-gguf/bundle","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-llama3-1-8b-tulu-3-fma-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":"2026-11-09T04:40:03.388Z","evidence_url":"/api/manifests/hf-model-mradermacher-llama3-1-8b-tulu-3-fma-gguf"}}