{"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":"2026-11-05T10:24:29.690Z","generatedAt":"2026-11-05T10:24:50.065Z","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 'tokyotech-llm-Swallow-MS-7b-instruct-v0.1-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":"tokyotech-llm-Swallow-MS-7b-instruct-v0.1-Q4_K_M.gguf","templateSha256":"7740179f68cd76b1b5204a6be6eea8ee0e6fd23cdc925a75b4d9985f35c2c954","sha256":"161a4a8451231f0da20024201fe3017c768ef28b33cbf2502ccb387c8b5e815c"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5},{"tool":"ollama","label":"Ollama","note":"Builds a local Ollama model named \"tokyotech-llm-swallow-ms-7b-instruct-v0.1-q4_k_m\" from the file (Ollama imports the file's embedded chat template) and starts a chat.","prefilledFrom":{"file":"tokyotech-llm-Swallow-MS-7b-instruct-v0.1-Q4_K_M.gguf","templateSha256":"7740179f68cd76b1b5204a6be6eea8ee0e6fd23cdc925a75b4d9985f35c2c954","sha256":"161a4a8451231f0da20024201fe3017c768ef28b33cbf2502ccb387c8b5e815c"},"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":"tokyotech-llm-Swallow-MS-7b-instruct-v0.1-Q4_K_M.gguf","templateSha256":"7740179f68cd76b1b5204a6be6eea8ee0e6fd23cdc925a75b4d9985f35c2c954","sha256":"161a4a8451231f0da20024201fe3017c768ef28b33cbf2502ccb387c8b5e815c"},"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(\"./tokyotech-llm-Swallow-MS-7b-instruct-v0.1-Q4_K_M.gguf\", n_ctx=4096); 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":"tokyotech-llm-Swallow-MS-7b-instruct-v0.1-Q4_K_M.gguf","templateSha256":"7740179f68cd76b1b5204a6be6eea8ee0e6fd23cdc925a75b4d9985f35c2c954","sha256":"161a4a8451231f0da20024201fe3017c768ef28b33cbf2502ccb387c8b5e815c"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5}],"runBlockKind":"hosted-file-recipe","chatContract":{"available":true,"source":"gguf-metadata:tokenizer.chat_template","sourceFileSha256":"161a4a8451231f0da20024201fe3017c768ef28b33cbf2502ccb387c8b5e815c","templateSha256":"7740179f68cd76b1b5204a6be6eea8ee0e6fd23cdc925a75b4d9985f35c2c954","templateText":"{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% elif false == true and not '<<SYS>>' in messages[0]['content'] %}{% set loop_messages = messages %}{% set system_message = 'あなたは誠実で優秀な日本人のアシスタントです。' %}{% else %}{% set loop_messages = messages %}{% set system_message = false %}{% endif %}{{ bos_token }}{% for message in loop_messages %}{% if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}{{ raise_exception('Conversation roles must alternate user/assistant/user/assistant/...') }}{% endif %}{% if loop.index0 == 0 and system_message != false %}{% set content = '<<SYS>>\\n' + system_message + '\\n<</SYS>>\\n\\n' + message['content'] %}{% else %}{% set content = message['content'] %}{% endif %}{% if message['role'] == 'user' %}{{ '[INST] ' + content.strip() + ' [/INST] ' }}{% elif message['role'] == 'system' %}{{ '<<SYS>>\\n' + content.strip() + '\\n<</SYS>>\\n\\n' }}{% elif message['role'] == 'assistant' %}{{ ''  + content.strip() + '' + eos_token }}{% endif %}{% endfor %}","extractedAt":"2026-09-24","extractionStage":"ingest.template-extract/v1","architecture":"llama","contextLength":4096,"stop":["</s>"],"thinking":{"mode":"none"}},"artifact":{"id":"hf-model-mmnga-tokyotech-llm-swallow-ms-7b-instruct-v0-1-gguf","repo":"mmnga/tokyotech-llm-Swallow-MS-7b-instruct-v0.1-gguf","type":"llm","summary":"Model from Hugging Face for llm: mmnga/tokyotech-llm-Swallow-MS-7b-instruct-v0.1-gguf · unknown","license":"apache-2.0","hostingStatus":"hosted","hostedFileCount":1,"hostedFileCountAuthority":"live-serve-decision","displayFileCount":1,"fileCount":26,"upstreamUrl":"https://huggingface.co/mmnga/tokyotech-llm-Swallow-MS-7b-instruct-v0.1-gguf"},"tool":"any","toolCompatibility":{"status":"unknown","reason":"recorded-evaluator-not-integrated"},"readiness":"unknown","requiredFiles":[{"path":".gitattributes","sizeBytes":3665,"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-mmnga-tokyotech-llm-swallow-ms-7b-instruct-v0-1-gguf"},"signature_state":"unsigned"},{"path":"README.md","sizeBytes":1665,"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-mmnga-tokyotech-llm-swallow-ms-7b-instruct-v0-1-gguf"},"signature_state":"unsigned"},{"path":"tokyotech-llm-Swallow-MS-7b-instruct-v0.1-IQ1_M.gguf","sizeBytes":1799622496,"sha256":"97135baee4d7562e65c45688088044dcb7d7bf9eb61829c5e1f469ac4d2638d2","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-mmnga-tokyotech-llm-swallow-ms-7b-instruct-v0-1-gguf"},"signature_state":"unsigned"},{"path":"tokyotech-llm-Swallow-MS-7b-instruct-v0.1-IQ1_S.gguf","sizeBytes":1657278304,"sha256":"a33781cecd1d236323e4357cc912a10050b5aab880aca64243e96822def3afe9","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-mmnga-tokyotech-llm-swallow-ms-7b-instruct-v0-1-gguf"},"signature_state":"unsigned"},{"path":"tokyotech-llm-Swallow-MS-7b-instruct-v0.1-IQ2_M.gguf","sizeBytes":2550381920,"sha256":"55fdcc81a2effd9ee5df83d93645e2acf46f2c95d90dab24f1b6b2696d1fdb85","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-mmnga-tokyotech-llm-swallow-ms-7b-instruct-v0-1-gguf"},"signature_state":"unsigned"},{"path":"tokyotech-llm-Swallow-MS-7b-instruct-v0.1-IQ2_S.gguf","sizeBytes":2360589664,"sha256":"d13a3dd8ae199eadd4eb730925b8cf4016b4a01d715ab19b1aade763fb75646f","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-mmnga-tokyotech-llm-swallow-ms-7b-instruct-v0-1-gguf"},"signature_state":"unsigned"},{"path":"tokyotech-llm-Swallow-MS-7b-instruct-v0.1-IQ2_XS.gguf","sizeBytes":2243432288,"sha256":"38d2ecc5177aeb10942760f5f2ed0d2a2cb5e81781995ed5f48eea1a3251bfb4","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-mmnga-tokyotech-llm-swallow-ms-7b-instruct-v0-1-gguf"},"signature_state":"unsigned"},{"path":"tokyotech-llm-Swallow-MS-7b-instruct-v0.1-IQ2_XXS.gguf","sizeBytes":2036862816,"sha256":"adba62e9474ef5917328d1a5bc8311b47023b6f9084895e92f14c8348aaefb95","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-mmnga-tokyotech-llm-swallow-ms-7b-instruct-v0-1-gguf"},"signature_state":"unsigned"},{"path":"tokyotech-llm-Swallow-MS-7b-instruct-v0.1-IQ3_M.gguf","sizeBytes":3340436320,"sha256":"91b7bd755c8df2fc7ab478a6d163c07accabdb75c0f85d4c82388abaa5f43b63","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-mmnga-tokyotech-llm-swallow-ms-7b-instruct-v0-1-gguf"},"signature_state":"unsigned"},{"path":"tokyotech-llm-Swallow-MS-7b-instruct-v0.1-IQ3_S.gguf","sizeBytes":3237938016,"sha256":"8ca5d6ffea1a812b6732f9259d3894112283e5c0035f1a28c09b71c48b99218b","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-mmnga-tokyotech-llm-swallow-ms-7b-instruct-v0-1-gguf"},"signature_state":"unsigned"},{"path":"tokyotech-llm-Swallow-MS-7b-instruct-v0.1-IQ3_XS.gguf","sizeBytes":3074360160,"sha256":"51a5a2d3f6cd4b5109cdd47f8bda517c6996b1de6b934c0efe070352083ca823","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-mmnga-tokyotech-llm-swallow-ms-7b-instruct-v0-1-gguf"},"signature_state":"unsigned"},{"path":"tokyotech-llm-Swallow-MS-7b-instruct-v0.1-IQ3_XXS.gguf","sizeBytes":2877013344,"sha256":"0d127e316b02cb48d22c762bceff5066e2808d65a3841e0adf36b6b2f36a32d0","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-mmnga-tokyotech-llm-swallow-ms-7b-instruct-v0-1-gguf"},"signature_state":"unsigned"},{"path":"tokyotech-llm-Swallow-MS-7b-instruct-v0.1-IQ4_NL.gguf","sizeBytes":4187113824,"sha256":"7fa1e14470f571dfce0ac199fe505a77d8afd93c1a898f308a232dbe894072f1","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-mmnga-tokyotech-llm-swallow-ms-7b-instruct-v0-1-gguf"},"signature_state":"unsigned"},{"path":"tokyotech-llm-Swallow-MS-7b-instruct-v0.1-IQ4_XS.gguf","sizeBytes":3967725920,"sha256":"cc179ffb7813d5e4bae5fe13b26aa4e1c8f0336499aff8ad085336529a91a8fc","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-mmnga-tokyotech-llm-swallow-ms-7b-instruct-v0-1-gguf"},"signature_state":"unsigned"},{"path":"tokyotech-llm-Swallow-MS-7b-instruct-v0.1-Q2_K.gguf","sizeBytes":2770294112,"sha256":"d0f0c0c881e91253f24b29f15cceaa7c3e899e601507bca9fc64bac4ec04ba37","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-mmnga-tokyotech-llm-swallow-ms-7b-instruct-v0-1-gguf"},"signature_state":"unsigned"},{"path":"tokyotech-llm-Swallow-MS-7b-instruct-v0.1-Q3_K_L.gguf","sizeBytes":3877569376,"sha256":"4008196e2f0131ce5d67bb9782ed903b2d725adf5be246d0587e3252faae5db0","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-mmnga-tokyotech-llm-swallow-ms-7b-instruct-v0-1-gguf"},"signature_state":"unsigned"},{"path":"tokyotech-llm-Swallow-MS-7b-instruct-v0.1-Q3_K_M.gguf","sizeBytes":3574530912,"sha256":"68e91e3ed8141ea6883860c1119d5b91a4f328768dbff8dcd19aece58cfba75c","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-mmnga-tokyotech-llm-swallow-ms-7b-instruct-v0-1-gguf"},"signature_state":"unsigned"},{"path":"tokyotech-llm-Swallow-MS-7b-instruct-v0.1-Q3_K_S.gguf","sizeBytes":3220112224,"sha256":"516a6f4ca372dba973970fe52c5f07fbfe8334f0e683bd1d562fbb2be1746e47","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-mmnga-tokyotech-llm-swallow-ms-7b-instruct-v0-1-gguf"},"signature_state":"unsigned"},{"path":"tokyotech-llm-Swallow-MS-7b-instruct-v0.1-Q4_0.gguf","sizeBytes":4170336608,"sha256":"30ef3acbdfb7e002393f7c6e38d7488b8af5283a91a40982edd76be8b56db32b","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-mmnga-tokyotech-llm-swallow-ms-7b-instruct-v0-1-gguf"},"signature_state":"unsigned"},{"path":"tokyotech-llm-Swallow-MS-7b-instruct-v0.1-Q4_K_M.gguf","sizeBytes":4429859168,"sha256":"161a4a8451231f0da20024201fe3017c768ef28b33cbf2502ccb387c8b5e815c","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-mmnga-tokyotech-llm-swallow-ms-7b-instruct-v0-1-gguf/tokyotech-llm-Swallow-MS-7b-instruct-v0.1-Q4_K_M.gguf","chatTemplate":{"artifactId":"hf-model-mmnga-tokyotech-llm-swallow-ms-7b-instruct-v0-1-gguf","filePath":"tokyotech-llm-Swallow-MS-7b-instruct-v0.1-Q4_K_M.gguf","sha256":"161a4a8451231f0da20024201fe3017c768ef28b33cbf2502ccb387c8b5e815c","architecture":"llama","generalName":"LLaMA v2","tokenizerModel":"llama","contextLength":4096,"bos":"<s>","eos":"</s>","stop":["</s>"],"thinking":{"mode":"none"},"chatTemplate":"{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% elif false == true and not '<<SYS>>' in messages[0]['content'] %}{% set loop_messages = messages %}{% set system_message = 'あなたは誠実で優秀な日本人のアシスタントです。' %}{% else %}{% set loop_messages = messages %}{% set system_message = false %}{% endif %}{{ bos_token }}{% for message in loop_messages %}{% if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}{{ raise_exception('Conversation roles must alternate user/assistant/user/assistant/...') }}{% endif %}{% if loop.index0 == 0 and system_message != false %}{% set content = '<<SYS>>\\n' + system_message + '\\n<</SYS>>\\n\\n' + message['content'] %}{% else %}{% set content = message['content'] %}{% endif %}{% if message['role'] == 'user' %}{{ '[INST] ' + content.strip() + ' [/INST] ' }}{% elif message['role'] == 'system' %}{{ '<<SYS>>\\n' + content.strip() + '\\n<</SYS>>\\n\\n' }}{% elif message['role'] == 'assistant' %}{{ ''  + content.strip() + '' + eos_token }}{% endif %}{% endfor %}","templateDigest":"sha256:7740179f68cd76b1b5204a6be6eea8ee0e6fd23cdc925a75b4d9985f35c2c954","extractionReason":"embedded-template","extractorVersion":"hugging-bay.gguf-embedded-chat-contract.v1","extractedAt":"2026-09-24T04:19:23.552Z","hasEmbeddedTemplate":true},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-mmnga-tokyotech-llm-swallow-ms-7b-instruct-v0-1-gguf"},"signature_state":"unsigned"},{"path":"tokyotech-llm-Swallow-MS-7b-instruct-v0.1-Q4_K_S.gguf","sizeBytes":4201793888,"sha256":"fa13eef1cd1bb1c4f52600905eda1cb587aeb997ff792d542df5f0ae9927cd93","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-mmnga-tokyotech-llm-swallow-ms-7b-instruct-v0-1-gguf"},"signature_state":"unsigned"},{"path":"tokyotech-llm-Swallow-MS-7b-instruct-v0.1-Q5_0.gguf","sizeBytes":5064665440,"sha256":"d15a8b4984a4b8c33cdf9959b575e6d8211481ba7b5b79a931e10510e4ec0e7a","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-mmnga-tokyotech-llm-swallow-ms-7b-instruct-v0-1-gguf"},"signature_state":"unsigned"},{"path":"tokyotech-llm-Swallow-MS-7b-instruct-v0.1-Q5_K_M.gguf","sizeBytes":5198358880,"sha256":"88705f34f6b8f122d07a18e408e877cf9ed585e788bb45dde816a6dcb343abc7","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-mmnga-tokyotech-llm-swallow-ms-7b-instruct-v0-1-gguf"},"signature_state":"unsigned"},{"path":"tokyotech-llm-Swallow-MS-7b-instruct-v0.1-Q5_K_S.gguf","sizeBytes":5064665440,"sha256":"44b6da0f25c4426ade9080be8230f78ffb24e9212e2bb959da83b82f667e4a2b","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-mmnga-tokyotech-llm-swallow-ms-7b-instruct-v0-1-gguf"},"signature_state":"unsigned"},{"path":"tokyotech-llm-Swallow-MS-7b-instruct-v0.1-Q6_K.gguf","sizeBytes":6014889824,"sha256":"9d540a2c1b847d05ae5c3269047846e92e2c8d05dc03814b5ec763708368f90d","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-mmnga-tokyotech-llm-swallow-ms-7b-instruct-v0-1-gguf"},"signature_state":"unsigned"},{"path":"tokyotech-llm-Swallow-MS-7b-instruct-v0.1-Q8_0.gguf","sizeBytes":7790109536,"sha256":"5fcc5ac69c93a5ffee0c63c2e28ec03ae093203ae5f706b7fde2b2d30da9d499","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-mmnga-tokyotech-llm-swallow-ms-7b-instruct-v0-1-gguf"},"signature_state":"unsigned"}],"warnings":["This description is temporarily unavailable."],"nextActions":[{"label":"Inspect recorded bundle state","url":"https://huggingbay.xyz/api/artifacts/hf-model-mmnga-tokyotech-llm-swallow-ms-7b-instruct-v0-1-gguf/bundle","method":"GET"},{"label":"List individually hashed hosted files","url":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mmnga-tokyotech-llm-swallow-ms-7b-instruct-v0-1-gguf&limit=100","method":"GET"},{"label":"Inspect trust bundle","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-mmnga-tokyotech-llm-swallow-ms-7b-instruct-v0-1-gguf","method":"GET"},{"label":"Open artifact","url":"https://huggingbay.xyz/artifact/hf-model-mmnga-tokyotech-llm-swallow-ms-7b-instruct-v0-1-gguf","method":"GET"}],"docs":{"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-mmnga-tokyotech-llm-swallow-ms-7b-instruct-v0-1-gguf","downloadsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mmnga-tokyotech-llm-swallow-ms-7b-instruct-v0-1-gguf&limit=100","bundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mmnga-tokyotech-llm-swallow-ms-7b-instruct-v0-1-gguf/bundle","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mmnga-tokyotech-llm-swallow-ms-7b-instruct-v0-1-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-mmnga-tokyotech-llm-swallow-ms-7b-instruct-v0-1-gguf"}}