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117M Silia model trained in 5 hours on H100 GPU

By PulseAugur Editorial · [2 sources] ·

A 117 million parameter Silia model was trained in just 5 hours on an H100 GPU, utilizing the synth-100M dataset. The model's architecture, detailed in a research paper, includes multi-headed attention and rotary positional embeddings. Despite the rapid training, the model is considered under-trained due to the limited dataset size and learning rate, though a smaller 11.5M parameter Silia model showed comparable performance to nanoGPT on validation loss. AI

IMPACT Demonstrates rapid model training capabilities on specialized hardware, potentially influencing future research and development timelines.

RANK_REASON The cluster details the training and release of a custom-built AI model, including its architecture and training parameters, supported by a research paper.

Read on r/LocalLLaMA →

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

117M Silia model trained in 5 hours on H100 GPU

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Research
The cluster details the training and release of a custom-built AI model, including its architecture and training parameters, supported by a research paper.
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2 independent sources
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model release, infra
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High
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93 days old
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COVERAGE [2]

  1. r/LocalLLaMA TIER_1 English(EN) · /u/SrijSriv211 ·

    Trained a 117M parameters Silia model on an H100 in 5 hours.

    <!-- SC_OFF --><div class="md"><p>About a month ago I posted my very first paper about my custom Silia architecture here <a href="https://www.reddit.com/r/LocalLLaMA/s/J19Qi4NXeJ">https://www.reddit.com/r/LocalLLaMA/s/J19Qi4NXeJ</a></p> <p>With the help of <a href="https://www.re…

  2. r/singularity TIER_2 English(EN) · /u/SrijSriv211 ·

    I Trained a 117M parameters Silia model on an H100 in 5 hours.

    <!-- SC_OFF --><div class="md"><p>About a month ago I posted my very first paper about my custom Silia architecture here <a href="https://www.reddit.com/r/LocalLLaMA/s/J19Qi4NXeJ">https://www.reddit.com/r/LocalLLaMA/s/J19Qi4NXeJ</a></p> <p>With the help of <a href="https://www.re…

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