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llama.cpp adds ET backend for open-source hardware integration

The llama.cpp project has introduced a new backend called ggml-et, designed to support the ET-SOC-1 processor. This integration aims to incorporate open-source hardware into the broader open-source inference ecosystem. While the ET processor may not match the absolute performance of modern CPUs, it offers improved performance per watt. The development includes numerous kernel additions and optimizations, such as support for various mathematical operations, performance logging, and vectorized computations, with examples provided for building and running the backend. AI

IMPACT Enhances inference capabilities on specific open-source hardware, potentially improving performance per watt for certain models.

RANK_REASON This is a software integration and backend addition to an existing project, not a frontier release or significant industry event.

Read on r/LocalLLaMA →

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

llama.cpp adds ET backend for open-source hardware integration

COVERAGE [2]

  1. llama.cpp — Releases TIER_1 Dansk(DA) · marty1885 ·

    b9951: ggml-et: Initial ET backend (#24179)

    <ul> <li> <p>ggml-et: Add performance logging</p> </li> <li> <p>ggml-et: Quants helpers</p> </li> <li> <p>ggml-et: Add MUL_MAT kernel</p> </li> <li> <p>ggml-et: Add ROPE kernel</p> </li> <li> <p>ggml-et: Add RMS_NORM kernel</p> </li> <li> <p>ggml-et: Add GLU kernel</p> </li> <li>…

  2. r/LocalLLaMA TIER_1 English(EN) · /u/pmttyji ·

    Initial ET backend by marty1885 · Pull Request #24179 · ggml-org/llama.cpp

    <table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1ush79v/initial_et_backend_by_marty1885_pull_request/"> <img alt="Initial ET backend by marty1885 · Pull Request #24179 · ggml-org/llama.cpp" src="https://external-preview.redd.it/-mAhbx4ExmannZuGzKgjQjQWlYakU…