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Merged
merged 2 commits into from
Nov 3, 2025
Merged

opencl: support imrope #16914

merged 2 commits into from
Nov 3, 2025
+56 −24

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@lhez
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@lhez lhez commented Nov 1, 2025

This PR adds support for imrope.

@github-actions github-actions bot added ggml changes relating to the ggml tensor library for machine learning OpenCL Issues specific to the OpenCL backend labels Nov 1, 2025
@lhez lhez marked this pull request as ready for review November 3, 2025 16:49
@lhez lhez requested a review from max-krasnyansky as a code owner November 3, 2025 16:49
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max-krasnyansky commented Nov 3, 2025

Looks good.
I did a quick test with Qwen3-VL-2B on the Gen5 device.

./scripts/snapdragon/adb/run-tool.sh llama-mtmd-cli -v -m ../gguf/Qwen3-VL-2B-Instruct-Q8_0.gguf --mmproj ../gguf/mmproj-Qwen3-VL-2B-Instruct-Q8_0.gguf -t 6 --device GPUOpenCL --no-mmap -fa 1 --image bmw-ix3.jpg -p \"what do you see on the picture?\".
...
Based on the image provided, here is a detailed analysis of the vehicle:

The vehicle shown is the **BMW iX3**, ...

@max-krasnyansky max-krasnyansky merged commit c5023da into ggml-org:master Nov 3, 2025
124 of 130 checks passed
gabe-l-hart added a commit to gabe-l-hart/llama.cpp that referenced this pull request Nov 3, 2025
@gabe-l-hart
Merge remote-tracking branch 'origin/master' into Mamba2SSD
5ff37fa 
* origin/master: (169 commits)
opencl: support imrope (ggml-org#16914)
fix: Viewing multiple PDF attachments (ggml-org#16974)
model-conversion : pass config to from_pretrained (ggml-org#16963)
server : add props.model_alias (ggml-org#16943)
ggml: CUDA: add head size 72 for flash-attn (ggml-org#16962)
mtmd: add --image-min/max-tokens (ggml-org#16921)
mtmd: pad mask for qwen2.5vl (ggml-org#16954)
ggml : LoongArch fixes (ggml-org#16958)
sync: minja (glm 4.6 & minmax m2 templates) (ggml-org#16949)
SYCL: optimized repeat_back kernel (3× fewer asm instructions, 2× faster)Feature/sycl repeat back opt (ggml-org#16869)
feat(webui): improve LaTeX rendering with currency detection (ggml-org#16508)
test-backend-ops : fix segfault in moe-expert-reduce test in support mode and coverage (ggml-org#16936)
ci : disable failing riscv cross build (ggml-org#16952)
model: add Janus Pro for image understanding (ggml-org#16906)
clip : use FA (ggml-org#16837)
server : support unified cache across slots (ggml-org#16736)
common : move gpt-oss reasoning processing to init params (ggml-org#16937)
docs: remove llama_sampler_accept reference in sampling sample usage (ggml-org#16920)
CUDA: add FLOOR, CEIL, ROUND, TRUNC unary ops (ggml-org#16917)
devops: fix failing s390x docker build (ggml-org#16918)
...
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@lhez @max-krasnyansky