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Ward Ed

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Joined on Oct 5, 2026

Ward Ed

Nov 5

SWE-bench Verified on Hugging Face: 9 Self-Reported Rows Top the Official Table's Best, and 6 Repos Fill 16 of 78 Rows

#ai #machinelearning #llm #benchmark

14 min read

Ward Ed

Nov 3

GSM8K on Hugging Face: 4 of the Top 12 Rows Show a Sibling Checkpoint's Score, and 20 of 28 Rows Are Unmerged PRs

#ai #machinelearning #llm #benchmark

14 min read

Ward Ed

Nov 2

Terminal-Bench 2.0 vs 2.1 on Hugging Face: A 2.1 Score Is Ranked First on the 2.0 Board

#ai #machinelearning #llm #benchmark

15 min read

Ward Ed

Nov 1

Humanity's Last Exam on Hugging Face: At Least 23 of the Top 24 Rows Use Tools, and the Board Has No Column for It

#ai #machinelearning #llm #benchmark

15 min read

Ward Ed

Oct 31

SWE-Bench Pro Has Two Versions: What the Hugging Face Leaderboard's 47 Rows Mix Together

#ai #opensource #llm #benchmark

14 min read

Ward Ed

Oct 26

Reading a Hardware-Equivalence Claim Like an Evaluator: A Checklist Applied to an NPU vs GPU Pretraining Twin

#ai #machinelearning #benchmark #llm

2 min read

Ward Ed

Oct 23

What a Youden index of 77 actually means on the OWASP Benchmark

#security #appsec #benchmark #testing

1 min read

Ward Ed

Oct 21

GPQA Diamond Has 198 Questions: What the Hugging Face Leaderboard's 115 Rows Can and Cannot Rank

#ai #opensource #llm #benchmark

14 min read

Ward Ed

Oct 20

Do 66 Terminal Tasks and a 45% Private Weight Settle AI Rankings? Reading Artificial Analysis Index v4.3

#ai #machinelearning #llm #benchmark

12 min read

Ward Ed

Oct 19

Best Open-Weight LLM in October 2026? Auditing Two Leaderboards Row by Row

#ai #machinelearning #llm #benchmark

12 min read

Ward Ed

Oct 12

How to Read a Public Leaderboard Without Fooling Yourself

#ai #machinelearning #benchmark #datascience

3 min read

Ward Ed

Oct 6

Benchmark Contamination 101: How Train/Test Overlap Inflates Leaderboard Scores (and How to Catch It)

#machinelearning #llm #benchmark #datascience

7 min read

Ward Ed

Oct 6

When a 0.4-Point Lead Means Nothing: Reading Open-Model Leaderboard Margins Like a Statistician

#huggingface #llm #benchmark #machinelearning

7 min read

Ward Ed

Oct 5

How Hugging Face Official Benchmark Leaderboards Actually Work: .eval_results YAML, the base_model Filter, and the 30% the Default View Hides

#huggingface #llm #benchmark #machinelearning

10 min read

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