{"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":"2026-11-03T02:08:05.123Z","generatedAt":"2026-11-03T02:10:51.228Z","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 'Ahma-SlimInstruct-V1-7B.i1-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":"Ahma-SlimInstruct-V1-7B.i1-Q4_K_M.gguf","templateSha256":"5db929489bd75357152eb9a22fef766917c693f430d48aaf3dc8ab69a8a6d563","sha256":"f8c6209cd56379e81b690c5d27abc08effd0982618bc454d2833f528c18d8e73"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5},{"tool":"ollama","label":"Ollama","note":"Builds a local Ollama model named \"ahma-sliminstruct-v1-7b.i1-q4_k_m\" from the file (Ollama imports the file's embedded chat template) and starts a chat.","prefilledFrom":{"file":"Ahma-SlimInstruct-V1-7B.i1-Q4_K_M.gguf","templateSha256":"5db929489bd75357152eb9a22fef766917c693f430d48aaf3dc8ab69a8a6d563","sha256":"f8c6209cd56379e81b690c5d27abc08effd0982618bc454d2833f528c18d8e73"},"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":"Ahma-SlimInstruct-V1-7B.i1-Q4_K_M.gguf","templateSha256":"5db929489bd75357152eb9a22fef766917c693f430d48aaf3dc8ab69a8a6d563","sha256":"f8c6209cd56379e81b690c5d27abc08effd0982618bc454d2833f528c18d8e73"},"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(\"./Ahma-SlimInstruct-V1-7B.i1-Q4_K_M.gguf\", n_ctx=2048); 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":"Ahma-SlimInstruct-V1-7B.i1-Q4_K_M.gguf","templateSha256":"5db929489bd75357152eb9a22fef766917c693f430d48aaf3dc8ab69a8a6d563","sha256":"f8c6209cd56379e81b690c5d27abc08effd0982618bc454d2833f528c18d8e73"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5}],"runBlockKind":"hosted-file-recipe","chatContract":{"available":true,"source":"gguf-metadata:tokenizer.chat_template","sourceFileSha256":"f8c6209cd56379e81b690c5d27abc08effd0982618bc454d2833f528c18d8e73","templateSha256":"5db929489bd75357152eb9a22fef766917c693f430d48aaf3dc8ab69a8a6d563","templateText":"{%- set ns = namespace(found=false) -%}\n{%- for message in messages -%}\n    {%- if message['role'] == 'system' -%}\n        {%- set ns.found = true -%}\n    {%- endif -%}\n{%- endfor -%}\n{%- for message in messages %}\n    {%- if message['role'] == 'system' -%}\n        {{- '<|im_start|>system\n' + message['content'].rstrip() + '<|im_end|>\n' -}}\n    {%- else -%}\n        {%- if message['role'] == 'user' -%}\n            {{-'<|im_start|>user\n' + message['content'].rstrip() + '<|im_end|>\n'-}}\n        {%- else -%}\n            {{-'<|im_start|>assistant\n' + message['content'] + '<|im_end|>\n' -}}\n        {%- endif -%}\n    {%- endif -%}\n{%- endfor -%}\n{%- if add_generation_prompt -%}\n    {{-'<|im_start|>assistant\n'-}}\n{%- endif -%}","extractedAt":"2026-09-24","extractionStage":"ingest.template-extract/v1","architecture":"llama","contextLength":2048,"stop":["<|im_end|>"],"thinking":{"mode":"none"}},"artifact":{"id":"hf-model-mradermacher-ahma-sliminstruct-v1-7b-i1-gguf","repo":"mradermacher/Ahma-SlimInstruct-V1-7B-i1-GGUF","type":"llm","summary":"Model from Hugging Face for llm: mradermacher/Ahma-SlimInstruct-V1-7B-i1-GGUF · transformers","license":"apache-2.0","hostingStatus":"hosted","hostedFileCount":1,"hostedFileCountAuthority":"live-serve-decision","displayFileCount":1,"fileCount":28,"upstreamUrl":"https://huggingface.co/mradermacher/Ahma-SlimInstruct-V1-7B-i1-GGUF"},"tool":"any","toolCompatibility":{"status":"unknown","reason":"recorded-evaluator-not-integrated"},"readiness":"unknown","requiredFiles":[{"path":".gitattributes","sizeBytes":3438,"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-ahma-sliminstruct-v1-7b-i1-gguf"},"signature_state":"unsigned"},{"path":"Ahma-SlimInstruct-V1-7B.i1-IQ1_M.gguf","sizeBytes":1786047392,"sha256":"212435378e2a9857e170dd7975af2ad9fb9a8f6c3dd6150cb9deb47d843247ac","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-ahma-sliminstruct-v1-7b-i1-gguf"},"signature_state":"unsigned"},{"path":"Ahma-SlimInstruct-V1-7B.i1-IQ1_S.gguf","sizeBytes":1663658912,"sha256":"b38cfb5dd720e061dec34cb3b3e8a1360d6ae9ddcdc49c4aefd1b93a865e267b","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-ahma-sliminstruct-v1-7b-i1-gguf"},"signature_state":"unsigned"},{"path":"Ahma-SlimInstruct-V1-7B.i1-IQ2_M.gguf","sizeBytes":2508245920,"sha256":"27c948a3a36f6188c57eaf5194a42076267c2a44168a33bee4fda71c36d58ee6","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-ahma-sliminstruct-v1-7b-i1-gguf"},"signature_state":"unsigned"},{"path":"Ahma-SlimInstruct-V1-7B.i1-IQ2_S.gguf","sizeBytes":2345061280,"sha256":"356d3da6daab4c7d9af623eaff95126943ef68bb9ea601b0c73167e499a04f86","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-ahma-sliminstruct-v1-7b-i1-gguf"},"signature_state":"unsigned"},{"path":"Ahma-SlimInstruct-V1-7B.i1-IQ2_XS.gguf","sizeBytes":2169990048,"sha256":"1dc5e14ee67ffe89b2230a08bc5aa70c02e94d3a55936344b55a57cf0131a2f9","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-ahma-sliminstruct-v1-7b-i1-gguf"},"signature_state":"unsigned"},{"path":"Ahma-SlimInstruct-V1-7B.i1-IQ2_XXS.gguf","sizeBytes":1990028192,"sha256":"7846827ec0bab807c624a43514d711953bad7e6dee67066256656a631f22bd75","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-ahma-sliminstruct-v1-7b-i1-gguf"},"signature_state":"unsigned"},{"path":"Ahma-SlimInstruct-V1-7B.i1-IQ3_M.gguf","sizeBytes":3280907168,"sha256":"0a0822c49432fc248a156b05b079824f690f4d49b3b388d853ee25f241781101","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-ahma-sliminstruct-v1-7b-i1-gguf"},"signature_state":"unsigned"},{"path":"Ahma-SlimInstruct-V1-7B.i1-IQ3_S.gguf","sizeBytes":3114347424,"sha256":"13c816fb8f54841fd42813d23e9f72509c08b2029a0fa885982a0cfd9719c7ae","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-ahma-sliminstruct-v1-7b-i1-gguf"},"signature_state":"unsigned"},{"path":"Ahma-SlimInstruct-V1-7B.i1-IQ3_XS.gguf","sizeBytes":2962566048,"sha256":"8f24d8a2db3806dd0bb426670b0cf971de4fa2d895b8a88bf02017ce40c33a79","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-ahma-sliminstruct-v1-7b-i1-gguf"},"signature_state":"unsigned"},{"path":"Ahma-SlimInstruct-V1-7B.i1-IQ3_XXS.gguf","sizeBytes":2733886368,"sha256":"80cd4e816fd0ae02fca399ed71fed3daab599ad1f0ae85f8ef7b97892a5830c0","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-ahma-sliminstruct-v1-7b-i1-gguf"},"signature_state":"unsigned"},{"path":"Ahma-SlimInstruct-V1-7B.i1-IQ4_XS.gguf","sizeBytes":3798797216,"sha256":"fb1c5a1f303c5bbcb3c7be715194a69db79df6e89351b70d4e978d7ea0ffe52c","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-ahma-sliminstruct-v1-7b-i1-gguf"},"signature_state":"unsigned"},{"path":"Ahma-SlimInstruct-V1-7B.i1-Q2_K.gguf","sizeBytes":2685488032,"sha256":"50dda7984196c871efd08f72867fff8e7e0039d50df6f84fca3da33da89df4c3","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-ahma-sliminstruct-v1-7b-i1-gguf"},"signature_state":"unsigned"},{"path":"Ahma-SlimInstruct-V1-7B.i1-Q2_K_S.gguf","sizeBytes":2472168352,"sha256":"c176b11602f2ee09cf31ab75977a966d26332c6a38098b7a67082edadc7601b8","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-ahma-sliminstruct-v1-7b-i1-gguf"},"signature_state":"unsigned"},{"path":"Ahma-SlimInstruct-V1-7B.i1-Q3_K_L.gguf","sizeBytes":3763153824,"sha256":"1abe194c79d85bc0cb300244fc844cdddbf175812aacf41cc5d2dc5f23e6ea30","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-ahma-sliminstruct-v1-7b-i1-gguf"},"signature_state":"unsigned"},{"path":"Ahma-SlimInstruct-V1-7B.i1-Q3_K_M.gguf","sizeBytes":3464047520,"sha256":"c00add9e73110ba34e212f869a4989a560dd27ab4424d6282ec8a923696e9353","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-ahma-sliminstruct-v1-7b-i1-gguf"},"signature_state":"unsigned"},{"path":"Ahma-SlimInstruct-V1-7B.i1-Q3_K_S.gguf","sizeBytes":3114347424,"sha256":"6b4074494b267014ce328b69e1b678491a1bd8b6048007bd70bda260d54de4f4","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-ahma-sliminstruct-v1-7b-i1-gguf"},"signature_state":"unsigned"},{"path":"Ahma-SlimInstruct-V1-7B.i1-Q4_0.gguf","sizeBytes":4020669344,"sha256":"072d0540e46e71f520cb2f4fdd803db491adc7705de1385979fb15315cd0b781","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-ahma-sliminstruct-v1-7b-i1-gguf"},"signature_state":"unsigned"},{"path":"Ahma-SlimInstruct-V1-7B.i1-Q4_0_4_4.gguf","sizeBytes":4009397152,"sha256":"06ff539598250eb5ce29b80c5e316488c90d9d2b954827b67f1b71b399349d04","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-ahma-sliminstruct-v1-7b-i1-gguf"},"signature_state":"unsigned"},{"path":"Ahma-SlimInstruct-V1-7B.i1-Q4_0_4_8.gguf","sizeBytes":4009397152,"sha256":"3c9e2f475616852ace04720ae8117b63ddb1c578db78c0a5e31ab942ca4d8cb3","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-ahma-sliminstruct-v1-7b-i1-gguf"},"signature_state":"unsigned"},{"path":"Ahma-SlimInstruct-V1-7B.i1-Q4_0_8_8.gguf","sizeBytes":4009397152,"sha256":"cc94ceb34f78a405353a90faef562bd4b8ef0fd943bf24a7bdb599a215d23b68","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-ahma-sliminstruct-v1-7b-i1-gguf"},"signature_state":"unsigned"},{"path":"Ahma-SlimInstruct-V1-7B.i1-Q4_K_M.gguf","sizeBytes":4264594336,"sha256":"f8c6209cd56379e81b690c5d27abc08effd0982618bc454d2833f528c18d8e73","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-ahma-sliminstruct-v1-7b-i1-gguf/Ahma-SlimInstruct-V1-7B.i1-Q4_K_M.gguf","chatTemplate":{"artifactId":"hf-model-mradermacher-ahma-sliminstruct-v1-7b-i1-gguf","filePath":"Ahma-SlimInstruct-V1-7B.i1-Q4_K_M.gguf","sha256":"f8c6209cd56379e81b690c5d27abc08effd0982618bc454d2833f528c18d8e73","architecture":"llama","generalName":"Ahma 7B","tokenizerModel":"llama","contextLength":2048,"bos":"<s>","eos":"<|im_end|>","stop":["<|im_end|>"],"thinking":{"mode":"none"},"chatTemplate":"{%- set ns = namespace(found=false) -%}\n{%- for message in messages -%}\n    {%- if message['role'] == 'system' -%}\n        {%- set ns.found = true -%}\n    {%- endif -%}\n{%- endfor -%}\n{%- for message in messages %}\n    {%- if message['role'] == 'system' -%}\n        {{- '<|im_start|>system\n' + message['content'].rstrip() + '<|im_end|>\n' -}}\n    {%- else -%}\n        {%- if message['role'] == 'user' -%}\n            {{-'<|im_start|>user\n' + message['content'].rstrip() + '<|im_end|>\n'-}}\n        {%- else -%}\n            {{-'<|im_start|>assistant\n' + message['content'] + '<|im_end|>\n' -}}\n        {%- endif -%}\n    {%- endif -%}\n{%- endfor -%}\n{%- if add_generation_prompt -%}\n    {{-'<|im_start|>assistant\n'-}}\n{%- endif -%}","templateDigest":"sha256:5db929489bd75357152eb9a22fef766917c693f430d48aaf3dc8ab69a8a6d563","extractionReason":"embedded-template","extractorVersion":"hugging-bay.gguf-embedded-chat-contract.v1","extractedAt":"2026-09-24T04:14:10.393Z","hasEmbeddedTemplate":true},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-mradermacher-ahma-sliminstruct-v1-7b-i1-gguf"},"signature_state":"unsigned"},{"path":"Ahma-SlimInstruct-V1-7B.i1-Q4_K_S.gguf","sizeBytes":4040330144,"sha256":"53b394813c9a277af507e22693a16b846563498d7ba73b8ca625d149f99246d3","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-ahma-sliminstruct-v1-7b-i1-gguf"},"signature_state":"unsigned"},{"path":"Ahma-SlimInstruct-V1-7B.i1-Q5_K_M.gguf","sizeBytes":4983262112,"sha256":"314ed7c5051ce6fe2243e64cebe5a66855f9be63b699c4f7514fa59f69e98afa","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-ahma-sliminstruct-v1-7b-i1-gguf"},"signature_state":"unsigned"},{"path":"Ahma-SlimInstruct-V1-7B.i1-Q5_K_S.gguf","sizeBytes":4851796896,"sha256":"5e43d043256af6ddc2562573e3d29cd0b10df6094a486ac7d7599e6cbc2d6866","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-ahma-sliminstruct-v1-7b-i1-gguf"},"signature_state":"unsigned"},{"path":"Ahma-SlimInstruct-V1-7B.i1-Q6_K.gguf","sizeBytes":5746846624,"sha256":"180e0ad4e6dd87c9b71a147053b4168c5623897a31b5a8aa722577541eb9bc35","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-ahma-sliminstruct-v1-7b-i1-gguf"},"signature_state":"unsigned"},{"path":"README.md","sizeBytes":6170,"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-ahma-sliminstruct-v1-7b-i1-gguf"},"signature_state":"unsigned"},{"path":"imatrix.dat","sizeBytes":4562173,"sha256":"ee24740d75e83fc4902c9312ca3e59c48f86ccb164be364bcc24501a27e5d2cb","format":"dat","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-ahma-sliminstruct-v1-7b-i1-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-ahma-sliminstruct-v1-7b-i1-gguf/bundle","method":"GET"},{"label":"List individually hashed hosted files","url":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mradermacher-ahma-sliminstruct-v1-7b-i1-gguf&limit=100","method":"GET"},{"label":"Inspect trust bundle","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-ahma-sliminstruct-v1-7b-i1-gguf","method":"GET"},{"label":"Open artifact","url":"https://huggingbay.xyz/artifact/hf-model-mradermacher-ahma-sliminstruct-v1-7b-i1-gguf","method":"GET"}],"docs":{"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-mradermacher-ahma-sliminstruct-v1-7b-i1-gguf","downloadsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mradermacher-ahma-sliminstruct-v1-7b-i1-gguf&limit=100","bundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-ahma-sliminstruct-v1-7b-i1-gguf/bundle","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-ahma-sliminstruct-v1-7b-i1-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-ahma-sliminstruct-v1-7b-i1-gguf"}}