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Active Channel โšก Dev.to Engineering
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What was your win this week?!
โšก Dev.to Engineering
🕔 Oct 16, 2026 - 21:00

What was your win this week?!

๐Ÿ‘‹๐Ÿ‘‹๐Ÿ‘‹๐Ÿ‘‹ Looking back on your week -- what was something you're proud of? All wins count -- big or small...

Do Drafters Work on Small Models? Gemma 4 E2B and E4B on Two Small GPUs
โšก Dev.to Engineering
🕔 Oct 17, 2026 - 01:30

Do Drafters Work on Small Models? Gemma 4 E2B and E4B on Two Small GPUs

Yes. Speculative decoding with Google's 59 MB QAT multi-token prediction (MTP) drafters speeds up Gemma 4 E4B 1.72x and E2B 1.40x on an 8 GB RTX 3050, and 1.49x and 1.18x on a 4 GB laptop GTX 1650 Ti, served by llama.cpp one request at a time, with unchanged GSM8K and BFCL scores.

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