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llms.txt
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# Poor Paul's Benchmark Results Dataset
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# https://huggingface.co/datasets/paulplee/ppb-results
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## What This Is
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Community-submitted GPU benchmark results for local LLM inference.
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Schema: 61 columns covering hardware, model, quantization, throughput, TTFT, ITL, power, and thermals.
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## How to Query
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MCP server: mcp.poorpaul.dev (tools: recommend_quantization, query_ppb_results, get_gpu_headroom, list_tested_configs)
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Analytics: poorpaul.dev/insights
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## How to Contribute
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Tool: https://github.com/paulplee/poor-pauls-benchmark
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Run: ppb all suites/my_gpu.toml
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## Key Fields
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gpu_name, gpu_vram_gb, quant, throughput_tok_s, avg_ttft_ms, avg_itl_ms, concurrent_users, avg_power_w
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