{"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":"2026-10-31T20:26:21.942Z","generatedAt":"2026-10-31T20:26:34.859Z","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 'Olmo-3-32B-Think-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":"Olmo-3-32B-Think-Q4_K_M.gguf","templateSha256":"eba6e269f669706e5c788e370160dad953137f3fa7014fa69d03c7b3ad9f0e72","sha256":"d11b0348a5d42183523f2c774054848fe64f0bba090e87fff6bc7d85718a68aa"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5},{"tool":"ollama","label":"Ollama","note":"Builds a local Ollama model named \"olmo-3-32b-think-q4_k_m\" from the file (Ollama imports the file's embedded chat template) and starts a chat.","prefilledFrom":{"file":"Olmo-3-32B-Think-Q4_K_M.gguf","templateSha256":"eba6e269f669706e5c788e370160dad953137f3fa7014fa69d03c7b3ad9f0e72","sha256":"d11b0348a5d42183523f2c774054848fe64f0bba090e87fff6bc7d85718a68aa"},"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":"Olmo-3-32B-Think-Q4_K_M.gguf","templateSha256":"eba6e269f669706e5c788e370160dad953137f3fa7014fa69d03c7b3ad9f0e72","sha256":"d11b0348a5d42183523f2c774054848fe64f0bba090e87fff6bc7d85718a68aa"},"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(\"./Olmo-3-32B-Think-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":"Olmo-3-32B-Think-Q4_K_M.gguf","templateSha256":"eba6e269f669706e5c788e370160dad953137f3fa7014fa69d03c7b3ad9f0e72","sha256":"d11b0348a5d42183523f2c774054848fe64f0bba090e87fff6bc7d85718a68aa"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5}],"runBlockKind":"hosted-file-recipe","chatContract":{"available":true,"source":"gguf-metadata:tokenizer.chat_template","sourceFileSha256":"d11b0348a5d42183523f2c774054848fe64f0bba090e87fff6bc7d85718a68aa","templateSha256":"eba6e269f669706e5c788e370160dad953137f3fa7014fa69d03c7b3ad9f0e72","templateText":"{% set has_system = messages|selectattr('role', 'equalto', 'system')|list|length > 0 %}{% if not has_system %}{{ '<|im_start|>system\nYou are a helpful AI assistant.<|im_end|>\n' }}{% endif %}{% for message in messages %}{% if message['role'] == 'system' %}{{ '<|im_start|>system\n' + message['content'] }}{% if message.get('functions', none) is not none %}{{ ' <functions>' + message['functions'] + '</functions><|im_end|>\n' }}{% else %}{{ ' You do not currently have access to any functions. <functions></functions><|im_end|>\n' }}{% endif %}{% elif message['role'] == 'user' %}{% if message.get('functions', none) is not none %}{{ '<|im_start|>user\n' + message['content'] + '\n' + '<functions>' + message['functions'] + '</functions><|im_end|>\n' }}{% else %}{{ '<|im_start|>user\n' + message['content'] + '<|im_end|>\n' }}{% endif %}{% elif message['role'] == 'assistant' %}{{ '<|im_start|>assistant\n' }}{% if message.get('content', none) is not none %}{{ message['content'] }}{% endif %}{% if message.get('function_calls', none) is not none %}{{ '<function_calls>' + message['function_calls'] + '</function_calls>' }}{% endif %}{% if not loop.last %}{{ '<|im_end|>' + '\n' }}{% else %}{{ eos_token }}{% endif %}{% elif message['role'] == 'environment' %}{{ '<|im_start|>environment\n' + message['content'] + '<|im_end|>\n' }}{% endif %}{% if loop.last and add_generation_prompt %}{{ '<|im_start|>assistant\n<think>' }}{% endif %}{% endfor %}","extractedAt":"2026-09-24","extractionStage":"ingest.template-extract/v1","architecture":"olmo2","contextLength":65536,"stop":["<|endoftext|>"],"thinking":{"mode":"none"}},"artifact":{"id":"hf-model-lmstudio-community-olmo-3-32b-think-gguf","repo":"lmstudio-community/Olmo-3-32B-Think-GGUF","type":"llm","summary":"Model from Hugging Face for llm: lmstudio-community/Olmo-3-32B-Think-GGUF · unknown","license":"apache-2.0","hostingStatus":"hosted","hostedFileCount":1,"hostedFileCountAuthority":"live-serve-decision","displayFileCount":1,"fileCount":5,"upstreamUrl":"https://huggingface.co/lmstudio-community/Olmo-3-32B-Think-GGUF"},"tool":"any","toolCompatibility":{"status":"unknown","reason":"recorded-evaluator-not-integrated"},"readiness":"unknown","requiredFiles":[{"path":".gitattributes","sizeBytes":1710,"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-lmstudio-community-olmo-3-32b-think-gguf"},"signature_state":"unsigned"},{"path":"Olmo-3-32B-Think-Q4_K_M.gguf","sizeBytes":19482033568,"sha256":"d11b0348a5d42183523f2c774054848fe64f0bba090e87fff6bc7d85718a68aa","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-lmstudio-community-olmo-3-32b-think-gguf/Olmo-3-32B-Think-Q4_K_M.gguf","chatTemplate":{"artifactId":"hf-model-lmstudio-community-olmo-3-32b-think-gguf","filePath":"Olmo-3-32B-Think-Q4_K_M.gguf","sha256":"d11b0348a5d42183523f2c774054848fe64f0bba090e87fff6bc7d85718a68aa","architecture":"olmo2","generalName":"allenai_Olmo 3 32B Think","tokenizerModel":"gpt2","contextLength":65536,"bos":"<|endoftext|>","eos":"<|endoftext|>","stop":["<|endoftext|>"],"thinking":{"mode":"none"},"chatTemplate":"{% set has_system = messages|selectattr('role', 'equalto', 'system')|list|length > 0 %}{% if not has_system %}{{ '<|im_start|>system\nYou are a helpful AI assistant.<|im_end|>\n' }}{% endif %}{% for message in messages %}{% if message['role'] == 'system' %}{{ '<|im_start|>system\n' + message['content'] }}{% if message.get('functions', none) is not none %}{{ ' <functions>' + message['functions'] + '</functions><|im_end|>\n' }}{% else %}{{ ' You do not currently have access to any functions. <functions></functions><|im_end|>\n' }}{% endif %}{% elif message['role'] == 'user' %}{% if message.get('functions', none) is not none %}{{ '<|im_start|>user\n' + message['content'] + '\n' + '<functions>' + message['functions'] + '</functions><|im_end|>\n' }}{% else %}{{ '<|im_start|>user\n' + message['content'] + '<|im_end|>\n' }}{% endif %}{% elif message['role'] == 'assistant' %}{{ '<|im_start|>assistant\n' }}{% if message.get('content', none) is not none %}{{ message['content'] }}{% endif %}{% if message.get('function_calls', none) is not none %}{{ '<function_calls>' + message['function_calls'] + '</function_calls>' }}{% endif %}{% if not loop.last %}{{ '<|im_end|>' + '\n' }}{% else %}{{ eos_token }}{% endif %}{% elif message['role'] == 'environment' %}{{ '<|im_start|>environment\n' + message['content'] + '<|im_end|>\n' }}{% endif %}{% if loop.last and add_generation_prompt %}{{ '<|im_start|>assistant\n<think>' }}{% endif %}{% endfor %}","templateDigest":"sha256:eba6e269f669706e5c788e370160dad953137f3fa7014fa69d03c7b3ad9f0e72","extractionReason":"embedded-template","extractorVersion":"hugging-bay.gguf-embedded-chat-contract.v1","extractedAt":"2026-09-24T05:05:50.729Z","hasEmbeddedTemplate":true},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-lmstudio-community-olmo-3-32b-think-gguf"},"signature_state":"unsigned"},{"path":"Olmo-3-32B-Think-Q6_K.gguf","sizeBytes":26448494624,"sha256":"648fc3ffa3ac5aa43ccee4af0be2246e3d412243d8b3ef61b724ee1442fb61ee","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-lmstudio-community-olmo-3-32b-think-gguf"},"signature_state":"unsigned"},{"path":"Olmo-3-32B-Think-Q8_0.gguf","sizeBytes":34254795552,"sha256":"6fa3a81df6adc56fa23a4978726fc519b672b0e015ba2c7237413e097a5028cf","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-lmstudio-community-olmo-3-32b-think-gguf"},"signature_state":"unsigned"},{"path":"README.md","sizeBytes":2139,"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-lmstudio-community-olmo-3-32b-think-gguf"},"signature_state":"unsigned"}],"warnings":["This description is temporarily unavailable."],"nextActions":[{"label":"Inspect recorded bundle state","url":"https://huggingbay.xyz/api/artifacts/hf-model-lmstudio-community-olmo-3-32b-think-gguf/bundle","method":"GET"},{"label":"List individually hashed hosted files","url":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-lmstudio-community-olmo-3-32b-think-gguf&limit=100","method":"GET"},{"label":"Inspect trust bundle","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-lmstudio-community-olmo-3-32b-think-gguf","method":"GET"},{"label":"Open artifact","url":"https://huggingbay.xyz/artifact/hf-model-lmstudio-community-olmo-3-32b-think-gguf","method":"GET"}],"docs":{"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-lmstudio-community-olmo-3-32b-think-gguf","downloadsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-lmstudio-community-olmo-3-32b-think-gguf&limit=100","bundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-lmstudio-community-olmo-3-32b-think-gguf/bundle","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-lmstudio-community-olmo-3-32b-think-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-lmstudio-community-olmo-3-32b-think-gguf"}}