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Your Private Eval Is the Only Benchmark That Steers You

Your Private Eval Is the Only Benchmark That Steers You

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7 min read
Same quantized model, two different fates: one chip refused it, the other ran it in 1.39 ms

Same quantized model, two different fates: one chip refused it, the other ran it in 1.39 ms

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3 min read
How an LLM Benchmark Produces Comparable Numbers: Inside LFORLA's LLM Evaluation

How an LLM Benchmark Produces Comparable Numbers: Inside LFORLA's LLM Evaluation

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3 min read
My A/B rig had 95% confidence intervals and was wrong in both directions

My A/B rig had 95% confidence intervals and was wrong in both directions

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9 min read
LLM Evaluation, Explained: How a Benchmark Produces Comparable Numbers (TL;DR)

LLM Evaluation, Explained: How a Benchmark Produces Comparable Numbers (TL;DR)

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4 min read
The agent called the framework's MCP server in 0 of 5 runs

The agent called the framework's MCP server in 0 of 5 runs

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6 min read
How to install Siege on Ubuntu ( The Most Advanced Benchmarking Tool)

How to install Siege on Ubuntu ( The Most Advanced Benchmarking Tool)

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4 min read
LLM Evaluation That Actually Compares: Inside the FreeCAD Fix Benchmark

LLM Evaluation That Actually Compares: Inside the FreeCAD Fix Benchmark

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4 min read
FP8 Cut Our TPOT by 25%. At High Concurrency, It Also Changed the Answers.

FP8 Cut Our TPOT by 25%. At High Concurrency, It Also Changed the Answers.

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3 min read
AI Agent Evaluation, End to End: How LFORLA Scores a Drone Build

AI Agent Evaluation, End to End: How LFORLA Scores a Drone Build

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4 min read
Go 1.28 HTTP/2 Parking: Measuring Memory Savings

Go 1.28 HTTP/2 Parking: Measuring Memory Savings

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5 min read
AI Agent Evaluation End to End: How LFORLA Scores a LEGO Build From Brief to Render

AI Agent Evaluation End to End: How LFORLA Scores a LEGO Build From Brief to Render

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5 min read
Benchmarking an Agent Without Lying to Yourself

Benchmarking an Agent Without Lying to Yourself

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5 min read
Benchmarking S3 Throughput: How to Measure Without Lying

Benchmarking S3 Throughput: How to Measure Without Lying

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11 min read
csperf Diff: Comparing Two Runs Without Spreadsheet Chaos

csperf Diff: Comparing Two Runs Without Spreadsheet Chaos

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4 min read
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