{"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":"2026-11-03T15:29:34.747Z","generatedAt":"2026-11-03T15:30:12.402Z","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 'occiglot-7b-fr-en-instruct-hf.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":"occiglot-7b-fr-en-instruct-hf.Q4_K_M.gguf","templateSha256":"be4ad817aa1cb66200728af5e79eefc9a3b73d6c537208ef3a45a4fdf9532177","sha256":"233936ae7fca38f449478e254d569f32060a7a2db9bd70b6a21675474f7dba85"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5},{"tool":"ollama","label":"Ollama","note":"Builds a local Ollama model named \"occiglot-7b-fr-en-instruct-hf.q4_k_m\" from the file (Ollama imports the file's embedded chat template) and starts a chat.","prefilledFrom":{"file":"occiglot-7b-fr-en-instruct-hf.Q4_K_M.gguf","templateSha256":"be4ad817aa1cb66200728af5e79eefc9a3b73d6c537208ef3a45a4fdf9532177","sha256":"233936ae7fca38f449478e254d569f32060a7a2db9bd70b6a21675474f7dba85"},"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":"occiglot-7b-fr-en-instruct-hf.Q4_K_M.gguf","templateSha256":"be4ad817aa1cb66200728af5e79eefc9a3b73d6c537208ef3a45a4fdf9532177","sha256":"233936ae7fca38f449478e254d569f32060a7a2db9bd70b6a21675474f7dba85"},"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(\"./occiglot-7b-fr-en-instruct-hf.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":"occiglot-7b-fr-en-instruct-hf.Q4_K_M.gguf","templateSha256":"be4ad817aa1cb66200728af5e79eefc9a3b73d6c537208ef3a45a4fdf9532177","sha256":"233936ae7fca38f449478e254d569f32060a7a2db9bd70b6a21675474f7dba85"},"guideCheckedAt":"2026-09-22","guideCheckedBy":"hugging-bay-docs","guideVersion":5}],"runBlockKind":"hosted-file-recipe","chatContract":{"available":true,"source":"gguf-metadata:tokenizer.chat_template","sourceFileSha256":"233936ae7fca38f449478e254d569f32060a7a2db9bd70b6a21675474f7dba85","templateSha256":"be4ad817aa1cb66200728af5e79eefc9a3b73d6c537208ef3a45a4fdf9532177","templateText":"{{'<s>'}}{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% set system_message = 'You are a helpful assistant. Please give a long and detailed answer.' %}{% endif %}{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% for message in loop_messages %}{% if loop.index0 == 0 %}{{'<|im_start|>system\n' + system_message + '<|im_end|>\n'}}{% endif %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}","extractedAt":"2026-09-24","extractionStage":"ingest.template-extract/v1","architecture":"llama","contextLength":32768,"stop":["</s>"],"thinking":{"mode":"none"}},"artifact":{"id":"hf-model-mradermacher-occiglot-7b-fr-en-instruct-hf-gguf","repo":"mradermacher/occiglot-7b-fr-en-instruct-hf-GGUF","type":"llm","summary":"Model from Hugging Face for llm: mradermacher/occiglot-7b-fr-en-instruct-hf-GGUF · transformers","license":"apache-2.0","hostingStatus":"hosted","hostedFileCount":1,"hostedFileCountAuthority":"live-serve-decision","displayFileCount":1,"fileCount":14,"upstreamUrl":"https://huggingface.co/mradermacher/occiglot-7b-fr-en-instruct-hf-GGUF"},"tool":"any","toolCompatibility":{"status":"unknown","reason":"recorded-evaluator-not-integrated"},"readiness":"unknown","requiredFiles":[{"path":".gitattributes","sizeBytes":2446,"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-occiglot-7b-fr-en-instruct-hf-gguf"},"signature_state":"unsigned"},{"path":"README.md","sizeBytes":3746,"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-occiglot-7b-fr-en-instruct-hf-gguf"},"signature_state":"unsigned"},{"path":"occiglot-7b-fr-en-instruct-hf.IQ4_XS.gguf","sizeBytes":3944401152,"sha256":"73ea5706f5e92c592c2f8d71e001954a43b728ed2be506ea926b26b097b6ca4a","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-occiglot-7b-fr-en-instruct-hf-gguf"},"signature_state":"unsigned"},{"path":"occiglot-7b-fr-en-instruct-hf.Q2_K.gguf","sizeBytes":2719253120,"sha256":"943deee2e819ca3dadbe047d98dff0803bb4b44d4f517d68577c99571508b1ad","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-occiglot-7b-fr-en-instruct-hf-gguf"},"signature_state":"unsigned"},{"path":"occiglot-7b-fr-en-instruct-hf.Q3_K_L.gguf","sizeBytes":3822036416,"sha256":"08a3969d24f1d366e70661e98b8cf3e8f1421a4ca35548a05256c2de6c6efb56","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-occiglot-7b-fr-en-instruct-hf-gguf"},"signature_state":"unsigned"},{"path":"occiglot-7b-fr-en-instruct-hf.Q3_K_M.gguf","sizeBytes":3518997952,"sha256":"10a83aaefea54db54eb2212ffb4370cd6a5bc8c3922c2e4df38191548596a9ec","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-occiglot-7b-fr-en-instruct-hf-gguf"},"signature_state":"unsigned"},{"path":"occiglot-7b-fr-en-instruct-hf.Q3_K_S.gguf","sizeBytes":3164579264,"sha256":"1e500a5b0e99294ed1ba5a71b11a30700112b124b1ba60cb82d8c25e2179c1c8","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-occiglot-7b-fr-en-instruct-hf-gguf"},"signature_state":"unsigned"},{"path":"occiglot-7b-fr-en-instruct-hf.Q4_K_M.gguf","sizeBytes":4368452096,"sha256":"233936ae7fca38f449478e254d569f32060a7a2db9bd70b6a21675474f7dba85","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-occiglot-7b-fr-en-instruct-hf-gguf/occiglot-7b-fr-en-instruct-hf.Q4_K_M.gguf","chatTemplate":{"artifactId":"hf-model-mradermacher-occiglot-7b-fr-en-instruct-hf-gguf","filePath":"occiglot-7b-fr-en-instruct-hf.Q4_K_M.gguf","sha256":"233936ae7fca38f449478e254d569f32060a7a2db9bd70b6a21675474f7dba85","architecture":"llama","generalName":"Occiglot 7b Fr En Instruct","tokenizerModel":"llama","contextLength":32768,"bos":"<s>","eos":"</s>","stop":["</s>"],"thinking":{"mode":"none"},"chatTemplate":"{{'<s>'}}{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% set system_message = 'You are a helpful assistant. Please give a long and detailed answer.' %}{% endif %}{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% for message in loop_messages %}{% if loop.index0 == 0 %}{{'<|im_start|>system\n' + system_message + '<|im_end|>\n'}}{% endif %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}","templateDigest":"sha256:be4ad817aa1cb66200728af5e79eefc9a3b73d6c537208ef3a45a4fdf9532177","extractionReason":"embedded-template","extractorVersion":"hugging-bay.gguf-embedded-chat-contract.v1","extractedAt":"2026-09-24T04:18:29.437Z","hasEmbeddedTemplate":true},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":null,"evidence_url":"/api/manifests/hf-model-mradermacher-occiglot-7b-fr-en-instruct-hf-gguf"},"signature_state":"unsigned"},{"path":"occiglot-7b-fr-en-instruct-hf.Q4_K_S.gguf","sizeBytes":4140386816,"sha256":"73b05d5644474dc495b5b3c7c4e008218151b36ee1159fa749d2407298f157ce","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-occiglot-7b-fr-en-instruct-hf-gguf"},"signature_state":"unsigned"},{"path":"occiglot-7b-fr-en-instruct-hf.Q5_K_M.gguf","sizeBytes":5131423232,"sha256":"4f7c8da3714b450e9427337f0de59387eb1a2ac55f5b2f32102a6ee2e4a1c682","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-occiglot-7b-fr-en-instruct-hf-gguf"},"signature_state":"unsigned"},{"path":"occiglot-7b-fr-en-instruct-hf.Q5_K_S.gguf","sizeBytes":4997729792,"sha256":"7ef714a6f3c542b9906c4b3610add563dc1fca59d2bdbaca1af609ad7e66f89b","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-occiglot-7b-fr-en-instruct-hf-gguf"},"signature_state":"unsigned"},{"path":"occiglot-7b-fr-en-instruct-hf.Q6_K.gguf","sizeBytes":5942080064,"sha256":"c128fa2a5c863b42bbf80ecdba7a11c4838940dfc91f82d642eeb43d59622a80","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-occiglot-7b-fr-en-instruct-hf-gguf"},"signature_state":"unsigned"},{"path":"occiglot-7b-fr-en-instruct-hf.Q8_0.gguf","sizeBytes":7695876544,"sha256":"9ac27bae6e54338007115ccac71f56a479e81ce6660b7bfc502ba09f2e2b4e38","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-occiglot-7b-fr-en-instruct-hf-gguf"},"signature_state":"unsigned"},{"path":"occiglot-7b-fr-en-instruct-hf.f16.gguf","sizeBytes":14484766144,"sha256":"89353aad2227d5d163d2194e12123aa4f300fe2eadfb05804da3bc5801c7dc36","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-occiglot-7b-fr-en-instruct-hf-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-occiglot-7b-fr-en-instruct-hf-gguf/bundle","method":"GET"},{"label":"List individually hashed hosted files","url":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mradermacher-occiglot-7b-fr-en-instruct-hf-gguf&limit=100","method":"GET"},{"label":"Inspect trust bundle","url":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-occiglot-7b-fr-en-instruct-hf-gguf","method":"GET"},{"label":"Open artifact","url":"https://huggingbay.xyz/artifact/hf-model-mradermacher-occiglot-7b-fr-en-instruct-hf-gguf","method":"GET"}],"docs":{"artifactUrl":"https://huggingbay.xyz/artifact/hf-model-mradermacher-occiglot-7b-fr-en-instruct-hf-gguf","downloadsUrl":"https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-mradermacher-occiglot-7b-fr-en-instruct-hf-gguf&limit=100","bundleUrl":"https://huggingbay.xyz/api/artifacts/hf-model-mradermacher-occiglot-7b-fr-en-instruct-hf-gguf/bundle","trustBundleUrl":"https://huggingbay.xyz/api/trust-bundles/hf-model-mradermacher-occiglot-7b-fr-en-instruct-hf-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-occiglot-7b-fr-en-instruct-hf-gguf"}}