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hoyyeva/anthropic-local-image-path
dhiltgen/ci
dhiltgen/llama-runner
parth-remove-claude-desktop-launch
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Originally created by @alperyilmaz on GitHub (Apr 3, 2026).
Original GitHub issue: https://github.com/ollama/ollama/issues/15261
What is the issue?
I use ollama with Vulkan and I have AMD Ryzen CPU/iGPU. When using gemma4:e4b OR gemma4:e2b I noticed that I got strange/unrelated response. Also, gemma skips thinking part as well..
I provided the log for when loading gemma4:e4b with Vulkan.
Here's a sample prompt and response (notice that there's no thinking output):
When I use qwen, (with Vulkan) it behaves as expected:
Without Vulkan, gemma4:e4b works fine (notice that it actually thinks):
Not sure if this bug is related to #15248
Relevant log output
OS
Linux
GPU
AMD
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Ollama version
0.20.0
@Onako2 commented on GitHub (Apr 3, 2026):
Can confirm on Windows 11 with Intel Core i7-1185G7 with Vulkan on
@phdaucourt commented on GitHub (Apr 3, 2026):
Can confirm too for gemma4:e2b on Windows 11 with with Intel Core i7-1185G7 with Vulkan on. When Vulkan is off gemma4:e2b works correctly.
@devedse commented on GitHub (Apr 3, 2026):
Can confirm on Intel Arc Pro B50 (Battlemage/BMG G21, discrete GPU) running in an LXC container on Proxmox, Ollama 0.20.0, Ubuntu 24.04.
Vulkan + gemma4:e2b — garbled output, thinking phase skipped entirely. The very first output token is nonsensical (token ID 227671 =
" samh") instead of entering the thinking phase. Full response was:Prompt was simply:
Explain C# to meVulkan + qwen3.5:9b — works perfectly on the same setup, clean output, thinking works.
Vulkan detection details:
Model loaded with 35/36 layers on GPU,
splits=2,runner.vram="2.0 GiB".Worth noting: this model also produces garbled output on the SYCL backend on Xe2/Battlemage GPUs (see ggml-org/llama.cpp#20169, ggml-org/llama.cpp#18808). So gemma4 is broken on both Vulkan (cross-vendor, this issue) and SYCL (Xe2-specific) for GPU inference.
Running on CPU (
OLLAMA_VULKAN=0) produces clean output.@RichardBosworth commented on GitHub (Apr 4, 2026):
Same issue here. Framework 13 7840U with Radeon 780M iGPU on Windows 11. Vulkan backend produces garbled output from gemma4 models. CPU backend works fine. Also getting responses in different languages sometimes.
@Tremeschin commented on GitHub (Apr 4, 2026):
Even more broken on Arch Linux with a RTX 3060 in Vulkan, works fine in CUDA backend (switched to)
Was a good laugh for my first prompt in the model at least 😆
@sachithamh commented on GitHub (Apr 4, 2026):
try changes: https://github.com/ollama/ollama/pull/15325
fork: https://github.com/sachithamh/ollama
@ddimitriou commented on GitHub (Apr 5, 2026):
I can also confirm with Vulkan on, running on AMD RX 5500XT and Ryzen 1
@CasaSky commented on GitHub (Apr 6, 2026):
Same here with RX 6700XT using Vulkan
@chejh-amd commented on GitHub (Apr 7, 2026):
This is probably the same thing that ggml-org/llama.cpp#21506 is fixing — gemma4's MoE FFN path needs F32 precision but was running at F16, which messes up the output. That PR just went up a couple days ago so it hasn't landed in Ollama yet.
There's also a second thing going on for some people: the Vulkan backend fails to allocate a big enough buffer for the MoE weights (alloc_tensor_range: failed to allocate Vulkan0 buffer), so they end up on CPU while the KV cache stays on GPU. That alone can produce garbage too.
OLLAMA_VULKAN=0works around both for now. Dense models like qwen3.5 don't hit this since they skip the MoE path entirely.@chejh-amd commented on GitHub (Apr 8, 2026):
The actual fix just landed upstream. turns out it wasn't the F16/F32 precision issue I mentioned earlier, but a buffer overlap bug in the GEMV fusion path for MoE models (ggml-org/llama.cpp#21566, merged yesterday). once ollama picks up a llama.cpp build after b8701, the garbled output on CUDA/ROCm should be fixed.
The Vulkan buffer allocation issue is still separate though, so iGPU users hitting
alloc_tensor_range: failedwill still see partial CPU offload until that gets addressed in the Vulkan backend.@devedse commented on GitHub (Apr 8, 2026):
It would be nice to wait for this one to be merged too:
https://github.com/ggml-org/llama.cpp/pull/21391
This will also fix some issues for intel cards on the E2B and E4B models.
@alfosua commented on GitHub (Apr 8, 2026):
Right now, using gemma4:e2b and gemma4:e4b outputs a lot of gibberish when using it with an AMD RX 6600 with Vulkan. I am aware I can't run that much with this GPU, but still should be able to run slightly better than running gemma with my CPU.
@shmilee commented on GitHub (Apr 9, 2026):
I also get strange responses using Vulkan + Intel Meteorlake (Gen12) with models:
qwen3.5:9b,gemma4:e4b,gemma4:26b,deepseek-r1:14b.But
gemma2:2b,deepseek-coder-v2:16b,qwen3.5:2b,qwen3.5:9b-q8_0, these work well.Maybe
quantizationmatters?@PureBlissAK commented on GitHub (Apr 18, 2026):
🤖 Automated Triage & Analysis Report
Issue: #15261
Analyzed: 2026-04-18T18:22:48.441460
Analysis
Implementation Plan
This issue has been triaged and marked for implementation.