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Independent GPT-OSS-20B Benchmark Reproduction

Independent GPT-OSS-20B Benchmark Reproduction
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📄Read original on ArXiv AI
#agent-tools#reverse-engineeringgpt-oss-20bopenaigpt-oss-20bharmonyagent

💡First independent repro of OpenAI gpt-oss-20b agent benchmarks + open harness

⚡ 30-Second TL;DR

What Changed

Reverse-engineered tools from gpt-oss-20b training distribution via prompts

Why It Matters

Validates OpenAI's gpt-oss-20b agent claims independently, boosting trust in published benchmarks. Provides open tools for community agent development and evaluation.

What To Do Next

Clone https://github.com/borislavmavrin/harmonyagent.git and test gpt-oss-20b on SWE-bench.

Who should care:Researchers & Academics

Key Points

  • Reverse-engineered tools from gpt-oss-20b training distribution via prompts
  • Built harmonyagent GitHub repo for native message encoding
  • Reproduced OpenAI scores: SWE Verified HIGH 60.4% (pub. 60.7%), MEDIUM 53.3% (53.2%)
  • Achieved 91.7% on AIME25 with tools (pub. 90.4%)
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