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Add benchmark results for aion-labs/aion-rp-llama-3.1-8b#734

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pei-tinybird merged 1 commit into
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benchmark/aion-lab--aion-rp-llama-3-1-8b-29731543945
Jul 20, 2026
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Add benchmark results for aion-labs/aion-rp-llama-3.1-8b#734
pei-tinybird merged 1 commit into
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benchmark/aion-lab--aion-rp-llama-3-1-8b-29731543945

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This PR adds benchmark results for the aion-labs/aion-rp-llama-3.1-8b model.

Results have been pushed to Tinybird with validated=0 (pending review).
Merging this PR will validate the results, making them visible on the production dashboard.

This PR was automatically generated by the benchmark workflow.

Note: If you don't want to merge this PR, close it and the model will be added to the failed list.

/cc pei-tinybird,gnzjgo

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Project Deployment Actions Updated (UTC)
llm-benchmark Ready Ready Preview, Comment Jul 20, 2026 9:53am

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Automated Benchmark Review

Model: aion-labs/aion-rp-llama-3.1-8b
Review model: openai/gpt-5.4-nano
Success rate: 74.0%


  1. Quality summary: The benchmark shows a solid success rate of 74% (37/50) with low average latency (3.79) and fast average execution time (0.3201). First-attempt success is 60%, indicating many tasks require retries but the overall system is still generally effective.

  2. Concerns or anomalies: The relatively low firstAttemptRate vs. overall success suggests frequent recoverable failures or variability in prompt/tool execution. With 13 errors out of 50, it may be worth sampling failures to confirm they’re not systematic (e.g., consistent misunderstanding, formatting issues, or timeouts).

  3. Your recommendation: REVIEW — performance is reasonable, but the error rate and gap between first-attempt and overall success warrant human spot-checking to rule out repeat failure patterns.
    Recommendation: REVIEW


This review was automatically generated. Set AUTO_MERGE=false in repo variables to disable auto-merge.

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pei-tinybird merged commit 96584a2 into main Jul 20, 2026
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3 participants