OpenRouter Model Fusion
Run many models side by side and fuse the best answer Discussion | Link
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Understanding digital health technology implementation in rehabilitation and development of the Rehabilitation Technologies Implementation model
npj Digital Medicine, Published online: 04 April 2026; doi:10.1038/s41746-026-02599-1 Understanding digital health technology implementation in rehabilitation and development of the Rehabilitation Technologies Implementation model

Speculative decoding works great for Gemma 4 31B in llama.cpp
I get a ~11% speed up with Gemma 3 270B as the draft model. Try it by adding: --no-mmproj -hfd unsloth/gemma-3-270m-it-GGUF:Q8_0 Testing with (on a 3090): ./build/bin/llama-cli -hf unsloth/gemma-4-31B-it-GGUF:Q4_1 --jinja --temp 1.0 --top-p 0.95 --top-k 64 -ngl 1000 -st -f prompt.txt --no-mmproj -hfd unsloth/gemma-3-270m-it-GGUF:Q8_0 Gave me: [ Prompt: 607.3 t/s | Generation: 36.6 t/s ] draft acceptance rate = 0.44015 ( 820 accepted / 1863 generated) vs. [ Prompt: 613.8 t/s | Generation: 32.9 t/s ] submitted by /u/Leopold_Boom [link] [comments]

Gemma 4 - 4B vs Qwen 3.5 - 9B ?
Hello! anyone tried the 4B Gemma 4 model and the Qwen 3.5 9B model and can tell us their feedback? On the benchmark Qwen seems to be doing better, but I would appreciate any personal experience on the matter Thanks! submitted by /u/No-Mud-1902 [link] [comments]
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Understanding digital health technology implementation in rehabilitation and development of the Rehabilitation Technologies Implementation model
npj Digital Medicine, Published online: 04 April 2026; doi:10.1038/s41746-026-02599-1 Understanding digital health technology implementation in rehabilitation and development of the Rehabilitation Technologies Implementation model

Gemma 4 - 4B vs Qwen 3.5 - 9B ?
Hello! anyone tried the 4B Gemma 4 model and the Qwen 3.5 9B model and can tell us their feedback? On the benchmark Qwen seems to be doing better, but I would appreciate any personal experience on the matter Thanks! submitted by /u/No-Mud-1902 [link] [comments]

Speed difference on Gemma 4 26B-A4B between Bartowski Q4_K_M and Unsloth Q4_K_XL
I've noticed this on Qwen3.5 35B before as well, there is a noticeable speed difference between Unsloth's Q4_K_XL and Bartowski's Q4_K_M on the same model, but Gemma 4 seems particularly harsh in this regard: Bartowski gets 38 tk/s, Unsloth gets 28 tk/s... everything else is the same, settings wise. This is with the latest Unsloth quant update and latest llama.cpp version. Their size is only ~100 MB apart. Anyone have any idea why this speed difference is there? Btw, on Qwen3.5 35B I noticed that Unsloth's own Q4_K_M was also a bit faster than the Q4_K_XL, but there it was more like 39 vs 42 tk/s. submitted by /u/BelgianDramaLlama86 [link] [comments]



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