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150M param recurrent model achieves strong ARC-AGI-1 score at low cost · 2 sources tracked

A new recurrent latent reasoning model, significantly smaller than typical transformer models, has achieved a notable score of 29.5% on the ARC-AGI-1 benchmark. This model operates at a very low cost of $0.0007 per task and is capable of running on standard hardware. While the results are promising, further evaluation is needed as the model is scaled to larger parameter counts. AI

IMPACT Demonstrates potential for smaller, more efficient models to achieve competitive performance on complex reasoning tasks.

RANK_REASON Research paper detailing a novel model architecture and benchmark performance.

Read on r/LocalLLaMA →

AI-generated summary · Google Gemini · from 2 sources. How we write summaries →

150M param recurrent model achieves strong ARC-AGI-1 score at low cost · 2 sources tracked

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Research paper detailing a novel model architecture and benchmark performance.
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2 independent sources
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paper, model release
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42 days old
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COVERAGE [2]

  1. r/LocalLLaMA TIER_1 (CA) · /u/juanviera23 ·

    A 150M param recurrent model scores 29.5% on ARC-AGI-1 at $0.0007 per task

    <table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1voh6tx/a_150m_param_recurrent_model_scores_295_on/"> <img alt="A 150M param recurrent model scores 29.5% on ARC-AGI-1 at $0.0007 per task" src="https://external-preview.redd.it/q3evP6JeDpAC2MdSQHWYxnCYTqbJkEl…

  2. r/singularity TIER_2 (CA) · /u/juanviera23 ·

    A 150M param recurrent model scores 29.5% on ARC-AGI-1 at $0.0007 per task

    <table> <tr><td> <a href="https://www.reddit.com/r/singularity/comments/1vohdrz/a_150m_param_recurrent_model_scores_295_on/"> <img alt="A 150M param recurrent model scores 29.5% on ARC-AGI-1 at $0.0007 per task" src="https://external-preview.redd.it/q3evP6JeDpAC2MdSQHWYxnCYTqbJkE…