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How we score an election forecast (and what the score does not measure)

How we score an election forecast (and what the score does not measure)

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4 min read
10 RKNN models benchmarked on RK3588 — and the fastest one is cheating onto the CPU

10 RKNN models benchmarked on RK3588 — and the fastest one is cheating onto the CPU

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4 min read
RK3588 INT8, measured: 1.96 on YOLOv8n, 1.4 on YOLO11n — plus OCR joins the bench

RK3588 INT8, measured: 1.96 on YOLOv8n, 1.4 on YOLO11n — plus OCR joins the bench

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2 min read
We Tested 82 Residential Proxy Providers Across 142,310 Real-World Requests: October 2026 Report

We Tested 82 Residential Proxy Providers Across 142,310 Real-World Requests: October 2026 Report

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6 min read
NVIDIA Jetson Orin Nano vs Raspberry Pi 5: Benchmarks, Architecture & Real-World Decision Guide

NVIDIA Jetson Orin Nano vs Raspberry Pi 5: Benchmarks, Architecture & Real-World Decision Guide

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3 min read
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

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

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15 min read
가중치 원소 0.005%만 달라도 점수가 1.4%p 움직였습니다: 생성 채점으로 모델을 비교하다 저희 보고를 철회한 과정

가중치 원소 0.005%만 달라도 점수가 1.4%p 움직였습니다: 생성 채점으로 모델을 비교하다 저희 보고를 철회한 과정

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

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

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14 min read
DeepSeek V4.1 Flash vs V4 Pro: The Two Benchmarks It Lost

DeepSeek V4.1 Flash vs V4 Pro: The Two Benchmarks It Lost

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7 min read
Unsiloed Leads ChartParse-Bench in Chart Extraction Accuracy

Unsiloed Leads ChartParse-Bench in Chart Extraction Accuracy

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7 min read
Unlimited-OCR 2 on a 16 GB GPU: it reads as well as Chandra 2, but it is not unlimited

Unlimited-OCR 2 on a 16 GB GPU: it reads as well as Chandra 2, but it is not unlimited

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2 min read
MiMo V2.6 Flash Local on Two Mac Studios vs Cloud: Benchmark

MiMo V2.6 Flash Local on Two Mac Studios vs Cloud: Benchmark

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16 min read
Korea Holds 31% of Hugging Face Official Benchmark #1 Spots With 4% of the Entries

Korea Holds 31% of Hugging Face Official Benchmark #1 Spots With 4% of the Entries

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2 min read
Hugging Face Official Benchmarks Map: 52 Boards, 1,131 Entries, and a New Retrieval Board

Hugging Face Official Benchmarks Map: 52 Boards, 1,131 Entries, and a New Retrieval Board

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3 min read
vLLM FP8 vs bf16 on an H100: 1.4x the throughput, and what it did to GSM8K accuracy

vLLM FP8 vs bf16 on an H100: 1.4x the throughput, and what it did to GSM8K accuracy

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5 min read
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