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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 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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? 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on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-29T13:22:06.334Z","serveEvaluationId":"serve-63ae2254f54fc55789783552e2fe0aba9a1ad5752e757f7d6e12bbe53185d3a7","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":675710816,"readinessCheckedAt":"2026-10-29T13:24:49.954Z","readinessSource":"file-check","degraded":false,"stale":false,"serveExplanation":{"downloadable":true,"downloadStatus":"READY","reasonCodes":["no-tested-run-plan"],"reason":"Hosted on Hugging Bay and byte-verified — download is available now.","serveEvaluatedAt":"2026-10-29T13:22:06.334Z","serveEvaluationId":"serve-63ae2254f54fc55789783552e2fe0aba9a1ad5752e757f7d6e12bbe53185d3a7","readiness":"ready","downloadReady":true,"hostedFileCount":1,"mirroredBytes":675710816,"readinessCheckedAt":"2026-10-29T13:22:06.334Z","readinessSource":"file-check","degraded":false,"stale":false},"authorityMode":"private-download-only","downloadSetDigest":"sha256:3c38b4d78898852c2f8de67e065cb232292847745ed5245c4ea7a94485985124","hostingStatus":"hosted","manifestUrl":"/api/manifests/hf-model-qwen-qwen2-5-0-5b-instruct-gguf","manifestKeyUrl":"/api/keys/manifest-signing","serveDecision":{"state":"READY","policyVersion":"hugging-bay.serve-decision/v1"},"trust":{"directDownloadAuthorized":true,"serveBlocked":false,"servingAuthority":"live-serve-decision"},"publicDownloadableFileCount":1,"runKit":{"tested":true,"kind":"chat","file":"qwen2.5-0.5b-instruct-q8_0.gguf","sha256":"ca59ca7f13d0e15a8cfa77bd17e65d24f6844b554a7b6c12e07a5f89ff76844e","downloadUrl":"https://huggingbay.xyz/api/downloads/hf-model-qwen-qwen2-5-0-5b-instruct-gguf/qwen2.5-0.5b-instruct-q8_0.gguf","downloadSteps":["curl -fL --retry 3 -o 'qwen2.5-0.5b-instruct-q8_0.gguf' 'https://huggingbay.xyz/api/downloads/hf-model-qwen-qwen2-5-0-5b-instruct-gguf/qwen2.5-0.5b-instruct-q8_0.gguf'","echo 'ca59ca7f13d0e15a8cfa77bd17e65d24f6844b554a7b6c12e07a5f89ff76844e  qwen2.5-0.5b-instruct-q8_0.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-q8_0.gguf' 'https://huggingbay.xyz/api/downloads/hf-model-qwen-qwen2-5-0-5b-instruct-gguf/qwen2.5-0.5b-instruct-q8_0.gguf'\necho 'ca59ca7f13d0e15a8cfa77bd17e65d24f6844b554a7b6c12e07a5f89ff76844e  qwen2.5-0.5b-instruct-q8_0.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-q8_0.gguf' --sha256 ca59ca7f13d0e15a8cfa77bd17e65d24f6844b554a7b6c12e07a5f89ff76844e --file qwen2.5-0.5b-instruct-q8_0.gguf --bytes 675710816\nhbay --json prompt \"$HOME/.local/share/xyz.huggingbay.desktop/headless/models/qwen2.5-0.5b-instruct-q8_0.gguf\" --sha256 ca59ca7f13d0e15a8cfa77bd17e65d24f6844b554a7b6c12e07a5f89ff76844e --prompt 'Explain why the sky is blue in four complete sentences.' --max-tokens 128","steps":["hbay --json download --url 'https://huggingbay.xyz/api/downloads/hf-model-qwen-qwen2-5-0-5b-instruct-gguf/qwen2.5-0.5b-instruct-q8_0.gguf' --sha256 ca59ca7f13d0e15a8cfa77bd17e65d24f6844b554a7b6c12e07a5f89ff76844e --file qwen2.5-0.5b-instruct-q8_0.gguf --bytes 675710816","hbay --json prompt \"$HOME/.local/share/xyz.huggingbay.desktop/headless/models/qwen2.5-0.5b-instruct-q8_0.gguf\" --sha256 ca59ca7f13d0e15a8cfa77bd17e65d24f6844b554a7b6c12e07a5f89ff76844e --prompt 'Explain why the sky is blue in four complete sentences.' --max-tokens 128"],"testedAt":"2026-10-15T16:08:42.935Z","runnerVersion":"hbay 0.1.0","result":"pass","tokensPerSecond":49.6},{"runner":"llama-cli","label":"llama.cpp (llama-cli)","command":"curl -fL --retry 3 -o 'qwen2.5-0.5b-instruct-q8_0.gguf' 'https://huggingbay.xyz/api/downloads/hf-model-qwen-qwen2-5-0-5b-instruct-gguf/qwen2.5-0.5b-instruct-q8_0.gguf'\necho 'ca59ca7f13d0e15a8cfa77bd17e65d24f6844b554a7b6c12e07a5f89ff76844e  qwen2.5-0.5b-instruct-q8_0.gguf' | shasum -a 256 -c -\nllama-cli -m ./qwen2.5-0.5b-instruct-q8_0.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-q8_0.gguf -c 4096 -p 'What is the capital of France? Answer in one word.' -n 128 -st < /dev/null"],"testedAt":"2026-10-15T16:09:05.464Z","runnerVersion":"llama.cpp b11630","result":"pass","tokensPerSecond":50.2},{"runner":"llama-server","label":"llama.cpp server","command":"curl -fL --retry 3 -o 'qwen2.5-0.5b-instruct-q8_0.gguf' 'https://huggingbay.xyz/api/downloads/hf-model-qwen-qwen2-5-0-5b-instruct-gguf/qwen2.5-0.5b-instruct-q8_0.gguf'\necho 'ca59ca7f13d0e15a8cfa77bd17e65d24f6844b554a7b6c12e07a5f89ff76844e  qwen2.5-0.5b-instruct-q8_0.gguf' | shasum -a 256 -c -\nllama-server -m ./qwen2.5-0.5b-instruct-q8_0.gguf -c 4096 --port 8080","steps":["llama-server -m ./qwen2.5-0.5b-instruct-q8_0.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":"2026-10-15T16:09:06.840Z","runnerVersion":"llama.cpp b11630","result":"pass","tokensPerSecond":56.1},{"runner":"ollama","label":"Ollama","command":"curl -fL --retry 3 -o 'qwen2.5-0.5b-instruct-q8_0.gguf' 'https://huggingbay.xyz/api/downloads/hf-model-qwen-qwen2-5-0-5b-instruct-gguf/qwen2.5-0.5b-instruct-q8_0.gguf'\necho 'ca59ca7f13d0e15a8cfa77bd17e65d24f6844b554a7b6c12e07a5f89ff76844e  qwen2.5-0.5b-instruct-q8_0.gguf' | shasum -a 256 -c -\nprintf '%s\\n' 'FROM ./qwen2.5-0.5b-instruct-q8_0.gguf' > Modelfile\nollama create hb-qwen2-5-0-5b-instruct-q8-0-3bbf76f0 -f Modelfile\nollama run --verbose hb-qwen2-5-0-5b-instruct-q8-0-3bbf76f0 'What is the capital of France? Answer in one word.' < /dev/null","steps":["printf '%s\\n' 'FROM ./qwen2.5-0.5b-instruct-q8_0.gguf' > Modelfile","ollama create hb-qwen2-5-0-5b-instruct-q8-0-3bbf76f0 -f Modelfile","ollama run --verbose hb-qwen2-5-0-5b-instruct-q8-0-3bbf76f0 'What is the capital of France? Answer in one word.' < /dev/null"],"testedAt":"2026-10-15T16:09:09.199Z","runnerVersion":"ollama 0.40.4","result":"pass","tokensPerSecond":107.5},{"runner":"lm-studio","label":"LM Studio","command":"curl -fL --retry 3 -o 'qwen2.5-0.5b-instruct-q8_0.gguf' 'https://huggingbay.xyz/api/downloads/hf-model-qwen-qwen2-5-0-5b-instruct-gguf/qwen2.5-0.5b-instruct-q8_0.gguf'\necho 'ca59ca7f13d0e15a8cfa77bd17e65d24f6844b554a7b6c12e07a5f89ff76844e  qwen2.5-0.5b-instruct-q8_0.gguf' | shasum -a 256 -c -\nlms daemon up\nlms import ./qwen2.5-0.5b-instruct-q8_0.gguf --hard-link --user-repo hugging-bay/hb-qwen2-5-0-5b-instruct-q8-0-3bbf76f0 --yes\nlms ls --json\nlms load hb-qwen2-5-0-5b-instruct-0-3bbf76f0 --gpu off --context-length 2048 --identifier hb-qwen2-5-0-5b-instruct-q8-0-3bbf76f0 --yes\nlms chat hb-qwen2-5-0-5b-instruct-q8-0-3bbf76f0 -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-0-3bbf76f0","steps":["lms daemon up","lms import ./qwen2.5-0.5b-instruct-q8_0.gguf --hard-link --user-repo hugging-bay/hb-qwen2-5-0-5b-instruct-q8-0-3bbf76f0 --yes","lms ls --json","lms load hb-qwen2-5-0-5b-instruct-0-3bbf76f0 --gpu off --context-length 2048 --identifier hb-qwen2-5-0-5b-instruct-q8-0-3bbf76f0 --yes","lms chat hb-qwen2-5-0-5b-instruct-q8-0-3bbf76f0 -p 'What is the capital of France? 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