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SWE-bench Multilingual on Hugging Face: 15 of 34 Scores Are Not a Count Out of 300 Tasks

SWE-bench Multilingual on Hugging Face: 15 of 34 Scores Are Not a Count Out of 300 Tasks

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15 min read
โมเดลเดียวกัน แต่ผลต่างเกือบ 40 จุด: Harness Leaderboard บอกว่าควรเลือกตัวครอบ AI อย่างไร

โมเดลเดียวกัน แต่ผลต่างเกือบ 40 จุด: Harness Leaderboard บอกว่าควรเลือกตัวครอบ AI อย่างไร

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2 min read
A 6 GB GPU Runs a 26B LLM at 45 Tokens per Second. How to Test the Claim

A 6 GB GPU Runs a 26B LLM at 45 Tokens per Second. How to Test the Claim

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7 min read
olmOCR-bench on Hugging Face: Three Rows Use a Different Average, and One Moves From 13th to 7th or 19th

olmOCR-bench on Hugging Face: Three Rows Use a Different Average, and One Moves From 13th to 7th or 19th

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14 min read
The Benchmark That Writes a New Exam Every Month: SuperCLUE's November 2026 Board, 19 Models, One Table

The Benchmark That Writes a New Exam Every Month: SuperCLUE's November 2026 Board, 19 Models, One Table

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4 min read
Оценка, которая каждый месяц пишет новый экзамен: ноябрьская таблица SuperCLUE 2026, 19 моделей в одной таблице

Оценка, которая каждый месяц пишет новый экзамен: ноябрьская таблица SuperCLUE 2026, 19 моделей в одной таблице

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2 min read
La evaluación que reescribe su examen cada mes: el tablero de SuperCLUE de noviembre de 2026, 19 modelos en una tabla

La evaluación que reescribe su examen cada mes: el tablero de SuperCLUE de noviembre de 2026, 19 modelos en una tabla

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4 min read
One Week, Three Public Numbers: 73.68 Open-Weight #1 in Math Reasoning, 290 of 290 Actions Denied, 3.15M On-Device Downloads

One Week, Three Public Numbers: 73.68 Open-Weight #1 in Math Reasoning, 290 of 290 Actions Denied, 3.15M On-Device Downloads

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3 min read
Write the Provenance Ledger Before the Benchmark Number

Write the Provenance Ledger Before the Benchmark Number

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5 min read
毎月、問題を作り直す評価機関: SuperCLUE 2026年11月ボード、世界最前線19モデルを一枚の表に

毎月、問題を作り直す評価機関: SuperCLUE 2026年11月ボード、世界最前線19モデルを一枚の表に

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2 min read
Tokens per Accepted Patch: The Only AI Metric I Keep

Tokens per Accepted Patch: The Only AI Metric I Keep

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5 min read
How an LLM Evaluation Benchmark Produces Comparable Numbers: Inside the Refusal Boundary

How an LLM Evaluation Benchmark Produces Comparable Numbers: Inside the Refusal Boundary

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4 min read
Open ASR Leaderboard on Hugging Face: Ranks 1 and 2 Swap on a Common Mean, and 8 of 65 Rows Skip TED-LIUM

Open ASR Leaderboard on Hugging Face: Ranks 1 and 2 Swap on a Common Mean, and 8 of 65 Rows Skip TED-LIUM

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16 min read
Calibrate the Task Set Before You Scale the Run

Calibrate the Task Set Before You Scale the Run

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6 min read
We beat Mem0 on their own benchmark, on their own terms. Now we can't submit it.

We beat Mem0 on their own benchmark, on their own terms. Now we can't submit it.

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14 min read
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