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Polski(PL) Uzupełnienie do Local LLM Arena #3 Po publikacji pierwszych wyników zrobiłem dokładniejszy audyt surowych odpowiedzi i wyszła ważna rzecz. Część „pustych odpowi

Local LLM Arena audit corrects scoring for Gemma, Qwen models

By PulseAugur Editorial · [1 sources] ·

A recent audit of the Local LLM Arena revealed that some models, particularly Gemma and Qwen, were incorrectly penalized for "empty responses." These models were actually consuming their entire response limit on internal thinking processes, failing to generate a final output. Additionally, a coding test had issues with a rigid parser and token limits, leading to valid answers being rejected. A repair run is underway on a Mac to re-run only the affected tasks for all five models, aiming to produce a corrected ranking. AI

IMPACT Corrects benchmark scoring methodology, ensuring fairer evaluation of LLM reasoning capabilities.

RANK_REASON The item details a correction to a benchmark evaluation methodology for LLMs. [lever_c_demoted from research: ic=1 ai=1.0]

Read on Mastodon — fosstodon.org →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Local LLM Arena audit corrects scoring for Gemma, Qwen models

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The item details a correction to a benchmark evaluation methodology for LLMs. [lever_c_demoted from research: ic=1 ai=1.0]
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COVERAGE [1]

  1. Mastodon — fosstodon.org TIER_1 Polski(PL) · [email protected] ·

    Follow-up to Local LLM Arena #3 After the first results were published, I did a more thorough audit of the raw responses and an important thing came out. Part of the "empty answers"

    Uzupełnienie do Local LLM Arena #3 Po publikacji pierwszych wyników zrobiłem dokładniejszy audyt surowych odpowiedzi i wyszła ważna rzecz. Część „pustych odpowiedzi” wcale nie oznaczała, że model nic nie potrafił odpowiedzieć. Niektóre modele zużywały cały limit odpowiedzi na eta…

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