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128"],"testedAt":"2026-10-15T15:54:07.494Z","runnerVersion":"hbay 0.1.0","result":"pass","tokensPerSecond":12.1},{"runner":"llama-cli","label":"llama.cpp (llama-cli)","command":"curl -fL --retry 3 -o 'Qwen3-4B-Instruct-2507.Q4_K_M.gguf' 'https://huggingbay.xyz/api/downloads/hf-model-maziyarpanahi-qwen3-4b-instruct-2507-gguf/Qwen3-4B-Instruct-2507.Q4_K_M.gguf'\necho '953ba5b5511fbb2ec9bcb4e588b1e72cedef19b908dba1da0fb3fb340cfb1c3e  Qwen3-4B-Instruct-2507.Q4_K_M.gguf' | shasum -a 256 -c -\nllama-cli -m ./Qwen3-4B-Instruct-2507.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 ./Qwen3-4B-Instruct-2507.Q4_K_M.gguf -c 4096 -p 'What is the capital of France? Answer in one word.' -n 128 -st < /dev/null"],"testedAt":"2026-10-15T15:55:03.619Z","runnerVersion":"llama.cpp b11630","result":"pass","tokensPerSecond":12.5},{"runner":"llama-server","label":"llama.cpp server","command":"curl -fL --retry 3 -o 'Qwen3-4B-Instruct-2507.Q4_K_M.gguf' 'https://huggingbay.xyz/api/downloads/hf-model-maziyarpanahi-qwen3-4b-instruct-2507-gguf/Qwen3-4B-Instruct-2507.Q4_K_M.gguf'\necho '953ba5b5511fbb2ec9bcb4e588b1e72cedef19b908dba1da0fb3fb340cfb1c3e  Qwen3-4B-Instruct-2507.Q4_K_M.gguf' | shasum -a 256 -c -\nllama-server -m ./Qwen3-4B-Instruct-2507.Q4_K_M.gguf -c 4096 --port 8080","steps":["llama-server -m ./Qwen3-4B-Instruct-2507.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":"2026-10-15T15:55:08.992Z","runnerVersion":"llama.cpp b11630","result":"pass","tokensPerSecond":11.9},{"runner":"ollama","label":"Ollama","command":"curl -fL --retry 3 -o 'Qwen3-4B-Instruct-2507.Q4_K_M.gguf' 'https://huggingbay.xyz/api/downloads/hf-model-maziyarpanahi-qwen3-4b-instruct-2507-gguf/Qwen3-4B-Instruct-2507.Q4_K_M.gguf'\necho '953ba5b5511fbb2ec9bcb4e588b1e72cedef19b908dba1da0fb3fb340cfb1c3e  Qwen3-4B-Instruct-2507.Q4_K_M.gguf' | shasum -a 256 -c -\nprintf '%s\\n' 'FROM ./Qwen3-4B-Instruct-2507.Q4_K_M.gguf' > Modelfile\nollama create hb-qwen3-4b-instruct-2507-q4-k-69041102 -f Modelfile\nollama run --verbose hb-qwen3-4b-instruct-2507-q4-k-69041102 'What is the capital of France? Answer in one word.' < /dev/null","steps":["printf '%s\\n' 'FROM ./Qwen3-4B-Instruct-2507.Q4_K_M.gguf' > Modelfile","ollama create hb-qwen3-4b-instruct-2507-q4-k-69041102 -f Modelfile","ollama run --verbose hb-qwen3-4b-instruct-2507-q4-k-69041102 'What is the capital of France? Answer in one word.' < /dev/null"],"testedAt":"2026-10-15T15:55:14.040Z","runnerVersion":"ollama 0.40.4","result":"pass","tokensPerSecond":27.6},{"runner":"lm-studio","label":"LM Studio","command":"curl -fL --retry 3 -o 'Qwen3-4B-Instruct-2507.Q4_K_M.gguf' 'https://huggingbay.xyz/api/downloads/hf-model-maziyarpanahi-qwen3-4b-instruct-2507-gguf/Qwen3-4B-Instruct-2507.Q4_K_M.gguf'\necho '953ba5b5511fbb2ec9bcb4e588b1e72cedef19b908dba1da0fb3fb340cfb1c3e  Qwen3-4B-Instruct-2507.Q4_K_M.gguf' | shasum -a 256 -c -\nlms daemon up\nlms import ./Qwen3-4B-Instruct-2507.Q4_K_M.gguf --hard-link --user-repo hugging-bay/hb-qwen3-4b-instruct-2507-q4-k-69041102 --yes\nlms ls --json\nlms load hb-qwen3-4b-instruct-2507-k-69041102 --gpu off --context-length 2048 --identifier hb-qwen3-4b-instruct-2507-q4-k-69041102 --yes\nlms chat hb-qwen3-4b-instruct-2507-q4-k-69041102 -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-qwen3-4b-instruct-2507-k-69041102","steps":["lms daemon up","lms import ./Qwen3-4B-Instruct-2507.Q4_K_M.gguf --hard-link --user-repo hugging-bay/hb-qwen3-4b-instruct-2507-q4-k-69041102 --yes","lms ls --json","lms load hb-qwen3-4b-instruct-2507-k-69041102 --gpu off --context-length 2048 --identifier hb-qwen3-4b-instruct-2507-q4-k-69041102 --yes","lms chat hb-qwen3-4b-instruct-2507-q4-k-69041102 -p 'What is the capital of France? Answer in one word.' --stats --dont-fetch-catalog --yes < /dev/null"],"testedAt":"2026-10-15T15:55:28.483Z","runnerVersion":"lm-studio CLI commit: 69d945a; llmster v0.0.25+1","result":"pass","tokensPerSecond":9.3}],"notTested":[]},"degraded":false,"stale":false,"contentControls":{"state":"not assessed","basis":"no_explicit_uploader_evidence","matchedTerms":[],"assessedAt":null},"contentControlsLabel":"Content controls: not assessed.","contentControlsAttribution":{"upstream":{"provider":"huggingface","repoId":"MaziyarPanahi/Qwen3-4B-Instruct-2507-GGUF"}},"runs_here":{"schema_version":1,"artifact_id":"hf-model-maziyarpanahi-qwen3-4b-instruct-2507-gguf","records":[{"schema_version":3,"source":"sealed-run-kit","artifact_id":"hf-model-maziyarpanahi-qwen3-4b-instruct-2507-gguf","id":"12e2daf1f29e9583bb4bc5e2d3717ed376490aa77639e1b5f7c9928e91c34bf6","file":"Qwen3-4B-Instruct-2507.Q4_K_M.gguf","weight_sha256":["953ba5b5511fbb2ec9bcb4e588b1e72cedef19b908dba1da0fb3fb340cfb1c3e"],"size_bytes":2497280448,"task":"chat","runtime":{"name":"lm-studio","version":"lm-studio CLI commit: 69d945a; llmster v0.0.25+1"},"executed_at":"2026-10-15T15:55:28.483Z","execution_success":true,"outcome":"pass","tokens_per_second":9.29,"context_tokens":2048,"embedding_dims":null,"peak_memory_bytes":null,"memory_scope":"not-captured","host":{"provider":"Google Cloud","machineType":"e2-standard-8","os":"Ubuntu 24.04.5 LTS","cpu":"AMD EPYC 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