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    Glimmer update claims 50 tokens per second on a MacBook

    A post outlining Glimmer’s first technical presentation describes distillation from Spark during training and a 131k long-context stage.

    Lucas Beyer (bl16)LB
    TimDarcetTI
    2 Sources, ,

    TLDR

    An October 8 Glimmer update outlines its first technical presentation, including soft distillation from Spark during training, a 131k long-context stage and synthetic data for agentic and privacy use. The post says 4-bit quantization and DFlash enable 50 tokens per second on a MacBook. It also says a technical report is planned.

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    Combined views

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    2 Sources, first seen 5h ago

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    2 Sources

    TimDarcet@TimDarcet✨Glimmer✨ updates! First tech. presentation w/: - Soft distil. Spark along its training - pretrain > reasoning midtrain > LC (131k) > SFT > RL distil > RL - synth data for agentic and privacy - 4-bit quant + DFlash => 50 tok/s 𝗼𝗻 𝗮 𝗠𝗮𝗰𝗯𝗼𝗼𝗸 ✨Tech report soon!✨ 1/25h
    Lucas Beyer (bl16)@giffmanaRT @TimDarcet: ✨Glimmer✨ updates! First tech. presentation w/: - Soft distil. Spark along its training - pretrain > reasoning midtrain > LC…2h

    2 Sources

    TimDarcet@TimDarcet✨Glimmer✨ updates! First tech. presentation w/: - Soft distil. Spark along its training - pretrain > reasoning midtrain > LC (131k) > SFT > RL distil > RL - synth data for agentic and privacy - 4-bit quant + DFlash => 50 tok/s 𝗼𝗻 𝗮 𝗠𝗮𝗰𝗯𝗼𝗼𝗸 ✨Tech report soon!✨ 1/25h
    Lucas Beyer (bl16)@giffmanaRT @TimDarcet: ✨Glimmer✨ updates! First tech. presentation w/: - Soft distil. Spark along its training - pretrain > reasoning midtrain > LC…2h