{"kind":"answer-pack","schemaVersion":"hugging-bay.answer-pack.v1","generatedAt":"2026-10-29T06:21:42.278Z","slug":"chat-model-8gb-laptop","title":"What chat model should I check for an 8 GB laptop?","question":"What chat model should I check for an 8 GB laptop?","description":"For this task and memory budget, Hugging Bay’s find-runnable pick is Qwen/Qwen2.5-0.5B-Instruct-GGUF (0.49 GB · qwen2.5-0.5b-instruct-q4_k_m.gguf · Q4_K_M · SHA-256 74a4da8c…93d7a9db). Memory fit is an estimate from recorded file size, not a runtime test on your machine. Read the license on the model page before downloading.","answerLead":"For this task and memory budget, Hugging Bay’s find-runnable pick is Qwen/Qwen2.5-0.5B-Instruct-GGUF (0.49 GB · qwen2.5-0.5b-instruct-q4_k_m.gguf · Q4_K_M · SHA-256 74a4da8c…93d7a9db). Memory fit is an estimate from recorded file size, not a runtime test on your machine. Read the license on the model page before downloading.","shortAnswer":"For this task and memory budget, Hugging Bay’s find-runnable pick is Qwen/Qwen2.5-0.5B-Instruct-GGUF (0.49 GB · qwen2.5-0.5b-instruct-q4_k_m.gguf · Q4_K_M · SHA-256 74a4da8c…93d7a9db). Memory fit is an estimate from recorded file size, not a runtime test on your machine. Read the license on the model page before downloading.","recommendation":{"artifactId":"hf-model-qwen-qwen2-5-0-5b-instruct-gguf","repo":"Qwen/Qwen2.5-0.5B-Instruct-GGUF","type":"llm","task":"text-generation","ranking":{"upstreamDownloads":199385,"generalChat":true,"beginnerReady":true,"chatTemplateReady":true},"license":{"declared":"apache-2.0","label":"apache-2.0","commercialUse":"yes"},"memory":{"verdict":"comfortable","capacityFit":"comfortable","recommendedFile":{"path":"qwen2.5-0.5b-instruct-q4_k_m.gguf","size_bytes":"491400032","sha256":"74a4da8c9fdbcd15bd1f6d01d621410d31c6fc00986f5eb687824e7b93d7a9db","verified":true,"sizeBytes":491400032,"sizeGb":0.49,"downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-qwen-qwen2-5-0-5b-instruct-gguf/qwen2.5-0.5b-instruct-q4_k_m.gguf","fileAvailability":{"schemaVersion":"hugging-bay.exact-file-availability.v1","identity":{"artifactId":"hf-model-qwen-qwen2-5-0-5b-instruct-gguf","path":"qwen2.5-0.5b-instruct-q4_k_m.gguf","sha256":"74a4da8c9fdbcd15bd1f6d01d621410d31c6fc00986f5eb687824e7b93d7a9db","sizeBytes":491400032},"inventory":{"listed":true,"censusAt":null,"catalogRecordAt":null,"method":"recorded-file-inventory","note":"A 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Ubuntu 24.04.5 LTS, AMD EPYC 7B12, 8 threads, GPU: none","commandNote":"Executable run, pull, and receipt guidance is unavailable."},"runTested":true,"commandSource":"exact-file-run-kit","testedOn":"Google Cloud e2-standard-8, Ubuntu 24.04.5 LTS, AMD EPYC 7B12, 8 threads, GPU: none","commandNote":"Executable run, pull, and receipt guidance is unavailable.","serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T06:18:32.051Z","evidence_url":"/api/manifests/hf-model-qwen-qwen2-5-0-5b-instruct-gguf"},"lastKnownAnswer":"Ready to download"},"runEvidence":{"commandsAvailable":true,"deploymentPlanUrl":"https://huggingbay.xyz/api/agents/deployment-plan?artifact=hf-model-qwen-qwen2-5-0-5b-instruct-gguf","runTested":true,"source":"exact-file-run-kit","note":"Tested commands describe this exact file on the recorded host. runReady is a separate verdict.","commandSource":"exact-file-run-kit","testedOn":"Google Cloud e2-standard-8, Ubuntu 24.04.5 LTS, AMD EPYC 7B12, 8 threads, GPU: none","commandNote":"Executable run, pull, and receipt guidance is unavailable."},"why":"0.49 GB file is within 60% of 8 GB memory.","downloadable":true,"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-29T06:18:32.051Z","serveEvaluationId":"serve-b97a3520b854915b25f623bf480fd8819908e06708335156d10f948805d5a0dd","readiness":"ready","downloadReady":true,"hostedFileCount":10,"mirroredBytes":5372537176,"readinessCheckedAt":"2026-10-29T06:18:32.051Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available 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byte-verified — download is available now.","serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":[],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-29T06:18:32.051Z","serveEvaluationId":"serve-b97a3520b854915b25f623bf480fd8819908e06708335156d10f948805d5a0dd","readiness":"ready","downloadReady":true,"hostedFileCount":10,"mirroredBytes":5372537176,"readinessCheckedAt":"2026-10-29T06:18:32.051Z","readinessSource":"file-check","degraded":false,"stale":false,"commandsAvailable":true,"runTested":true,"commandSource":"exact-file-run-kit","testedOn":"Google Cloud e2-standard-8, Ubuntu 24.04.5 LTS, AMD EPYC 7B12, 8 threads, GPU: none","commandNote":"Executable run, pull, and receipt guidance is unavailable."},"state":"READY","runTested":true,"commandSource":"exact-file-run-kit","testedOn":"Google Cloud e2-standard-8, Ubuntu 24.04.5 LTS, AMD EPYC 7B12, 8 threads, GPU: none","commandNote":"Executable run, pull, and receipt guidance is unavailable."},"serveAuthority":"live-serve-decision","completeRunnable":false,"runCommands":{"tested":true,"status":"tested","file":"qwen2.5-0.5b-instruct-q4_k_m.gguf","sha256":"74a4da8c9fdbcd15bd1f6d01d621410d31c6fc00986f5eb687824e7b93d7a9db","testedOn":"Google Cloud e2-standard-8, Ubuntu 24.04.5 LTS, AMD EPYC 7B12, 8 threads, GPU: none","commands":[{"tool":"hbay","runner":"hbay","label":"hbay CLI","os":"linux","file":"qwen2.5-0.5b-instruct-q4_k_m.gguf","sha256":"74a4da8c9fdbcd15bd1f6d01d621410d31c6fc00986f5eb687824e7b93d7a9db","steps":["Executable run, pull, and receipt guidance is unavailable.","Executable run, pull, and receipt guidance is unavailable."],"provenance":{"testedOn":"Google Cloud e2-standard-8, Ubuntu 24.04.5 LTS, AMD EPYC 7B12, 8 threads, GPU: none","testedAt":"2026-10-15T15:23:11.076Z","runnerVersion":"hbay 0.1.0","tokensPerSecond":57.6,"hostOs":"linux"}},{"tool":"llama.cpp","runner":"Executable run, pull, and receipt guidance is unavailable.","label":"Executable run, pull, and receipt guidance is unavailable.","os":"linux","file":"qwen2.5-0.5b-instruct-q4_k_m.gguf","sha256":"74a4da8c9fdbcd15bd1f6d01d621410d31c6fc00986f5eb687824e7b93d7a9db","steps":["Executable run, pull, and receipt guidance is unavailable."],"provenance":{"testedOn":"Google Cloud e2-standard-8, Ubuntu 24.04.5 LTS, AMD EPYC 7B12, 8 threads, GPU: none","testedAt":"2026-10-15T15:23:22.176Z","runnerVersion":"llama.cpp b11630","tokensPerSecond":49.3,"hostOs":"linux"}},{"tool":"llama.cpp","runner":"Executable run, pull, and receipt guidance is unavailable.","label":"llama.cpp server","os":"linux","file":"qwen2.5-0.5b-instruct-q4_k_m.gguf","sha256":"74a4da8c9fdbcd15bd1f6d01d621410d31c6fc00986f5eb687824e7b93d7a9db","steps":["Executable run, pull, and receipt guidance is unavailable.","curl -s http://127.0.0.1:8080/v1/chat/completions -H 'Content-Type: application/json' -d '{\"messages\":[{\"role\":\"user\",\"content\":\"What is the capital of France? Answer in one word.\"}],\"max_tokens\":1024}'"],"provenance":{"testedOn":"Google Cloud e2-standard-8, Ubuntu 24.04.5 LTS, AMD EPYC 7B12, 8 threads, GPU: none","testedAt":"2026-10-15T15:23:23.557Z","runnerVersion":"llama.cpp b11630","tokensPerSecond":61.2,"hostOs":"linux"}},{"tool":"ollama","runner":"ollama","label":"Ollama","os":"linux","file":"qwen2.5-0.5b-instruct-q4_k_m.gguf","sha256":"74a4da8c9fdbcd15bd1f6d01d621410d31c6fc00986f5eb687824e7b93d7a9db","steps":["printf '%s\\n' 'FROM ./qwen2.5-0.5b-instruct-q4_k_m.gguf' > Modelfile","ollama create hb-qwen2-5-0-5b-instruct-q4-k-m-d3b54254 -f Modelfile","Executable run, pull, and receipt guidance is unavailable."],"provenance":{"testedOn":"Google Cloud e2-standard-8, Ubuntu 24.04.5 LTS, AMD EPYC 7B12, 8 threads, GPU: none","testedAt":"2026-10-15T15:23:24.948Z","runnerVersion":"ollama 0.40.4","tokensPerSecond":121.6,"hostOs":"linux"}},{"tool":"lm-studio","runner":"lm-studio","label":"LM Studio","os":"linux","file":"qwen2.5-0.5b-instruct-q4_k_m.gguf","sha256":"74a4da8c9fdbcd15bd1f6d01d621410d31c6fc00986f5eb687824e7b93d7a9db","command":"curl -fL --retry 3 -o 'qwen2.5-0.5b-instruct-q4_k_m.gguf' 'https://huggingbay.xyz/api/downloads/hf-model-qwen-qwen2-5-0-5b-instruct-gguf/qwen2.5-0.5b-instruct-q4_k_m.gguf'\necho '74a4da8c9fdbcd15bd1f6d01d621410d31c6fc00986f5eb687824e7b93d7a9db  qwen2.5-0.5b-instruct-q4_k_m.gguf' | shasum -a 256 -c -\nlms daemon up\nlms import ./qwen2.5-0.5b-instruct-q4_k_m.gguf --hard-link --user-repo hugging-bay/hb-qwen2-5-0-5b-instruct-q4-k-m-d3b54254 --yes\nlms ls --json\nlms load hb-qwen2-5-0-5b-instruct-k-m-d3b54254 --gpu off --context-length 2048 --identifier hb-qwen2-5-0-5b-instruct-q4-k-m-d3b54254 --yes\nlms chat hb-qwen2-5-0-5b-instruct-q4-k-m-d3b54254 -p 'What is the capital of France? Answer in one word.' --stats --dont-fetch-catalog --yes < /dev/null","steps":["lms daemon up","lms import ./qwen2.5-0.5b-instruct-q4_k_m.gguf --hard-link --user-repo hugging-bay/hb-qwen2-5-0-5b-instruct-q4-k-m-d3b54254 --yes","lms ls --json","lms load hb-qwen2-5-0-5b-instruct-k-m-d3b54254 --gpu off --context-length 2048 --identifier hb-qwen2-5-0-5b-instruct-q4-k-m-d3b54254 --yes","lms chat hb-qwen2-5-0-5b-instruct-q4-k-m-d3b54254 -p 'What is the capital of France? Answer in one word.' --stats --dont-fetch-catalog --yes < /dev/null"],"provenance":{"testedOn":"Google Cloud e2-standard-8, Ubuntu 24.04.5 LTS, AMD EPYC 7B12, 8 threads, GPU: none","testedAt":"2026-10-15T15:23:28.950Z","runnerVersion":"lm-studio CLI commit: 69d945a; llmster v0.0.25+1","tokensPerSecond":45.9,"hostOs":"linux"}}]},"runTested":true,"runKit":{"tested":true,"kind":"chat","file":"qwen2.5-0.5b-instruct-q4_k_m.gguf","sha256":"74a4da8c9fdbcd15bd1f6d01d621410d31c6fc00986f5eb687824e7b93d7a9db","downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-qwen-qwen2-5-0-5b-instruct-gguf/qwen2.5-0.5b-instruct-q4_k_m.gguf","downloadSteps":["curl -fL --retry 3 -o 'qwen2.5-0.5b-instruct-q4_k_m.gguf' 'https://huggingbay.xyz/api/downloads/hf-model-qwen-qwen2-5-0-5b-instruct-gguf/qwen2.5-0.5b-instruct-q4_k_m.gguf'","echo '74a4da8c9fdbcd15bd1f6d01d621410d31c6fc00986f5eb687824e7b93d7a9db  qwen2.5-0.5b-instruct-q4_k_m.gguf' | shasum -a 256 -c -"],"testedOn":"Google Cloud e2-standard-8, Ubuntu 24.04.5 LTS, AMD EPYC 7B12, 8 threads, GPU: none","runners":[{"runner":"hbay","label":"hbay CLI","command":"curl -fL --retry 3 -o 'qwen2.5-0.5b-instruct-q4_k_m.gguf' 'https://huggingbay.xyz/api/downloads/hf-model-qwen-qwen2-5-0-5b-instruct-gguf/qwen2.5-0.5b-instruct-q4_k_m.gguf'\necho '74a4da8c9fdbcd15bd1f6d01d621410d31c6fc00986f5eb687824e7b93d7a9db  qwen2.5-0.5b-instruct-q4_k_m.gguf' | shasum -a 256 -c -\nhbay --json download --url 'https://huggingbay.xyz/api/downloads/hf-model-qwen-qwen2-5-0-5b-instruct-gguf/qwen2.5-0.5b-instruct-q4_k_m.gguf' --sha256 74a4da8c9fdbcd15bd1f6d01d621410d31c6fc00986f5eb687824e7b93d7a9db --file qwen2.5-0.5b-instruct-q4_k_m.gguf --bytes 491400032\nhbay --json prompt \"$HOME/.local/share/xyz.huggingbay.desktop/headless/models/qwen2.5-0.5b-instruct-q4_k_m.gguf\" --sha256 74a4da8c9fdbcd15bd1f6d01d621410d31c6fc00986f5eb687824e7b93d7a9db --prompt 'Explain why the sky is blue in four complete sentences.' --max-tokens 128","steps":["hbay --json download --url 'https://huggingbay.xyz/api/downloads/hf-model-qwen-qwen2-5-0-5b-instruct-gguf/qwen2.5-0.5b-instruct-q4_k_m.gguf' --sha256 74a4da8c9fdbcd15bd1f6d01d621410d31c6fc00986f5eb687824e7b93d7a9db --file qwen2.5-0.5b-instruct-q4_k_m.gguf --bytes 491400032","hbay --json prompt \"$HOME/.local/share/xyz.huggingbay.desktop/headless/models/qwen2.5-0.5b-instruct-q4_k_m.gguf\" --sha256 74a4da8c9fdbcd15bd1f6d01d621410d31c6fc00986f5eb687824e7b93d7a9db --prompt 'Explain why the sky is blue in four complete sentences.' --max-tokens 128"],"testedAt":"2026-10-15T15:23:11.076Z","runnerVersion":"hbay 0.1.0","result":"pass","tokensPerSecond":57.6},{"runner":"llama-cli","label":"llama.cpp (llama-cli)","command":"curl -fL --retry 3 -o 'qwen2.5-0.5b-instruct-q4_k_m.gguf' 'https://huggingbay.xyz/api/downloads/hf-model-qwen-qwen2-5-0-5b-instruct-gguf/qwen2.5-0.5b-instruct-q4_k_m.gguf'\necho '74a4da8c9fdbcd15bd1f6d01d621410d31c6fc00986f5eb687824e7b93d7a9db  qwen2.5-0.5b-instruct-q4_k_m.gguf' | shasum -a 256 -c -\nllama-cli -m ./qwen2.5-0.5b-instruct-q4_k_m.gguf -c 4096 -p 'What is the capital of France? Answer in one word.' -n 128 -st < /dev/null","steps":["llama-cli -m ./qwen2.5-0.5b-instruct-q4_k_m.gguf -c 4096 -p 'What is the capital of France? Answer in one word.' -n 128 -st < /dev/null"],"testedAt":"2026-10-15T15:23:22.176Z","runnerVersion":"llama.cpp b11630","result":"pass","tokensPerSecond":49.3},{"runner":"llama-server","label":"llama.cpp server","command":"curl -fL --retry 3 -o 'qwen2.5-0.5b-instruct-q4_k_m.gguf' 'https://huggingbay.xyz/api/downloads/hf-model-qwen-qwen2-5-0-5b-instruct-gguf/qwen2.5-0.5b-instruct-q4_k_m.gguf'\necho '74a4da8c9fdbcd15bd1f6d01d621410d31c6fc00986f5eb687824e7b93d7a9db  qwen2.5-0.5b-instruct-q4_k_m.gguf' | shasum -a 256 -c -\nllama-server -m ./qwen2.5-0.5b-instruct-q4_k_m.gguf -c 4096 --port 8080","steps":["llama-server -m ./qwen2.5-0.5b-instruct-q4_k_m.gguf -c 4096 --port 8080","curl -s http://127.0.0.1:8080/v1/chat/completions -H 'Content-Type: application/json' -d '{\"messages\":[{\"role\":\"user\",\"content\":\"What is the capital of France? Answer in one word.\"}],\"max_tokens\":1024}'"],"testedAt":"2026-10-15T15:23:23.557Z","runnerVersion":"llama.cpp b11630","result":"pass","tokensPerSecond":61.2},{"runner":"ollama","label":"Ollama","command":"curl -fL --retry 3 -o 'qwen2.5-0.5b-instruct-q4_k_m.gguf' 'https://huggingbay.xyz/api/downloads/hf-model-qwen-qwen2-5-0-5b-instruct-gguf/qwen2.5-0.5b-instruct-q4_k_m.gguf'\necho '74a4da8c9fdbcd15bd1f6d01d621410d31c6fc00986f5eb687824e7b93d7a9db  qwen2.5-0.5b-instruct-q4_k_m.gguf' | shasum -a 256 -c -\nprintf '%s\\n' 'FROM ./qwen2.5-0.5b-instruct-q4_k_m.gguf' > Modelfile\nollama create hb-qwen2-5-0-5b-instruct-q4-k-m-d3b54254 -f Modelfile\nollama run --verbose hb-qwen2-5-0-5b-instruct-q4-k-m-d3b54254 'What is the capital of France? Answer in one word.' < /dev/null","steps":["printf '%s\\n' 'FROM ./qwen2.5-0.5b-instruct-q4_k_m.gguf' > Modelfile","ollama create hb-qwen2-5-0-5b-instruct-q4-k-m-d3b54254 -f Modelfile","ollama run --verbose hb-qwen2-5-0-5b-instruct-q4-k-m-d3b54254 'What is the capital of France? Answer in one word.' < /dev/null"],"testedAt":"2026-10-15T15:23:24.948Z","runnerVersion":"ollama 0.40.4","result":"pass","tokensPerSecond":121.6},{"runner":"lm-studio","label":"LM Studio","command":"curl -fL --retry 3 -o 'qwen2.5-0.5b-instruct-q4_k_m.gguf' 'https://huggingbay.xyz/api/downloads/hf-model-qwen-qwen2-5-0-5b-instruct-gguf/qwen2.5-0.5b-instruct-q4_k_m.gguf'\necho '74a4da8c9fdbcd15bd1f6d01d621410d31c6fc00986f5eb687824e7b93d7a9db  qwen2.5-0.5b-instruct-q4_k_m.gguf' | shasum -a 256 -c -\nlms daemon up\nlms import ./qwen2.5-0.5b-instruct-q4_k_m.gguf --hard-link --user-repo hugging-bay/hb-qwen2-5-0-5b-instruct-q4-k-m-d3b54254 --yes\nlms ls --json\nlms load hb-qwen2-5-0-5b-instruct-k-m-d3b54254 --gpu off --context-length 2048 --identifier hb-qwen2-5-0-5b-instruct-q4-k-m-d3b54254 --yes\nlms chat hb-qwen2-5-0-5b-instruct-q4-k-m-d3b54254 -p 'What is the capital of France? Answer in one word.' --stats --dont-fetch-catalog --yes < /dev/null","note":"LM Studio indexes this file as hb-qwen2-5-0-5b-instruct-k-m-d3b54254","steps":["lms daemon up","lms import ./qwen2.5-0.5b-instruct-q4_k_m.gguf --hard-link --user-repo hugging-bay/hb-qwen2-5-0-5b-instruct-q4-k-m-d3b54254 --yes","lms ls --json","lms load hb-qwen2-5-0-5b-instruct-k-m-d3b54254 --gpu off --context-length 2048 --identifier hb-qwen2-5-0-5b-instruct-q4-k-m-d3b54254 --yes","lms chat hb-qwen2-5-0-5b-instruct-q4-k-m-d3b54254 -p 'What is the capital of France? Answer in one word.' --stats --dont-fetch-catalog --yes < /dev/null"],"testedAt":"2026-10-15T15:23:28.950Z","runnerVersion":"lm-studio CLI commit: 69d945a; llmster v0.0.25+1","result":"pass","tokensPerSecond":45.9}],"notTested":[]},"commandSource":"exact-file-run-kit","testedOn":"Google Cloud e2-standard-8, Ubuntu 24.04.5 LTS, AMD EPYC 7B12, 8 threads, GPU: none","commandNote":"Executable run, pull, and receipt guidance is unavailable.","serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"unsigned","freshness":"stale","checked_at":"2026-10-29T06:18:32.051Z","evidence_url":"/api/manifests/hf-model-qwen-qwen2-5-0-5b-instruct-gguf"},"lastKnownAnswer":"Ready to download"},"recommendationSource":"/api/agents/find-runnable","recommendationInput":{"task":"chat","ramGb":8,"hardware":"8gb-laptop"},"sourceApiUrl":"https://huggingbay.xyz/api/agents/find-runnable?task=chat&hardware=8gb-laptop","canonicalUrl":"https://huggingbay.xyz/answers/chat-model-8gb-laptop","webUrl":"https://huggingbay.xyz/answers/chat-model-8gb-laptop","apiUrl":"https://huggingbay.xyz/api/answers/chat-model-8gb-laptop","nextStep":{"label":"Check the current recommendation","href":"/api/agents/find-runnable?task=chat&hardware=8gb-laptop"},"rows":[{"artifactId":"hf-model-qwen-qwen2-5-0-5b-instruct-gguf","repo":"Qwen/Qwen2.5-0.5B-Instruct-GGUF","filename":"qwen2.5-0.5b-instruct-q4_k_m.gguf","sizeBytes":491400032,"quant":"Q4_K_M","sha256":"74a4da8c9fdbcd15bd1f6d01d621410d31c6fc00986f5eb687824e7b93d7a9db","downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-qwen-qwen2-5-0-5b-instruct-gguf/qwen2.5-0.5b-instruct-q4_k_m.gguf","readiness":"ready","downloadReady":true,"readinessCheckedAt":"2026-10-29T06:18:32.051Z","licenseLabel":"apache-2.0","rank":1,"fitLabel":null,"id":"hf-model-qwen-qwen2-5-0-5b-instruct-gguf","filePath":"qwen2.5-0.5b-instruct-q4_k_m.gguf","type":"llm","license":"apache-2.0","citationUrl":"https://huggingbay.xyz/artifact/hf-model-qwen-qwen2-5-0-5b-instruct-gguf","apiUrl":"https://huggingbay.xyz/api/v1/artifacts/hf-model-qwen-qwen2-5-0-5b-instruct-gguf","cardMarkdownUrl":"https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen2-5-0-5b-instruct-gguf/card.md","reason":"For this task and memory budget, Hugging Bay’s find-runnable pick is Qwen/Qwen2.5-0.5B-Instruct-GGUF (0.49 GB · qwen2.5-0.5b-instruct-q4_k_m.gguf · Q4_K_M · SHA-256 74a4da8c…93d7a9db). Memory fit is an estimate from recorded file size, not a runtime test on your machine. Read the license on the model page before downloading.","hostingStatus":"hosted","hostedFiles":1,"fileAvailability":{"schemaVersion":"hugging-bay.exact-file-availability.v1","identity":{"artifactId":"hf-model-qwen-qwen2-5-0-5b-instruct-gguf","path":"qwen2.5-0.5b-instruct-q4_k_m.gguf","sha256":"74a4da8c9fdbcd15bd1f6d01d621410d31c6fc00986f5eb687824e7b93d7a9db","sizeBytes":491400032},"inventory":{"listed":true,"censusAt":null,"catalogRecordAt":null,"method":"recorded-file-inventory","note":"A listed file is not proof of current availability or transfer."},"latestCheck":{"result":"unknown","checkedAt":"2026-10-29T06:18:32.051Z","method":"live-serve-decision","current":false,"asOf":"2026-10-29T06:44:12.493Z","expiresAt":"2026-10-29T06:33:32.051Z","evidenceUrl":"/api/artifacts/hf-model-qwen-qwen2-5-0-5b-instruct-gguf/download-plan"},"successfulTransfer":{"kind":"historical-operator-qualification","completedAt":"2026-10-26T04:19:16.339031+00:00","timestampSource":"operator client clock","bytesReceived":491400032,"sha256":"74a4da8c9fdbcd15bd1f6d01d621410d31c6fc00986f5eb687824e7b93d7a9db","fingerprintMatched":true,"client":"HTTP client","sourceCommit":"932f0f459a526eda92838210c480c3acada0995d","resumedFromBytes":33554432,"evidenceUrl":"/evidence/starter-transfers-20261026.json","scope":"Full-file bytes and SHA-256 only; not current availability or first use."},"recheck":{"method":"GET","href":"/api/artifacts/hf-model-qwen-qwen2-5-0-5b-instruct-gguf/download-plan","retryAfterSeconds":5,"note":"Read the dated result; a retry is not a transfer or a guarantee of availability."}},"serve_verdict":{"can_download":false,"bytes_verified":true,"signature":"signed","freshness":"stale","checked_at":"2026-10-29T06:18:32.051Z","evidence_url":"/api/manifests/hf-model-qwen-qwen2-5-0-5b-instruct-gguf"},"lastKnownAnswer":"Ready to download","signature_state":"signed"}],"citationTargets":["https://huggingbay.xyz/artifact/hf-model-qwen-qwen2-5-0-5b-instruct-gguf"],"extractionApis":["https://huggingbay.xyz/api/v1/artifacts/hf-model-qwen-qwen2-5-0-5b-instruct-gguf"],"guidance":[],"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."}}