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dhiltgen/ci
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Reference: github-starred/ollama#55712
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Originally created by @r4c0box on GitHub (Feb 5, 2026).
Original GitHub issue: https://github.com/ollama/ollama/issues/14088
Originally assigned to: @jmorganca on GitHub.
What is the issue?
What is the issue?
In mycase, when i test Environment="OLLAMA_NUM_PARALLEL=num" in /etc/systemd/system/ollama.service start to use qwen3-coder-next:latest, it is always report "
Error: 500 Internal Server Error: model runner has unexpectedly stopped, this may be due to resource limitations or an internal error, check ollama server logs for details
", i try it several times ,and it still the same error。but if i not set this Evironment ,it work well。
Relevant log output
OS
Linux
GPU
Nvidia
CPU
Intel
Ollama version
0.15.5-rc3
@rick-github commented on GitHub (Feb 5, 2026):
Server logs may aid in debugging.
@r4c0box commented on GitHub (Feb 5, 2026):
2月 05 14:28:04 test-B760M-Snow-Dream-wifi-W ollama[18718]: [GIN] 2026/02/05 - 14:28:04 | 200 | 5.017413597s | 192.168.5.1 | POST "/v1/messages?beta=true"
2月 05 14:28:29 test-B760M-Snow-Dream-wifi-W ollama[18718]: [GIN] 2026/02/05 - 14:28:29 | 404 | 273.601µs | 192.168.5.1 | POST "/v1/messages?beta=true"
2月 05 14:29:28 test-B760M-Snow-Dream-wifi-W ollama[18718]: [GIN] 2026/02/05 - 14:29:28 | 200 | 5.762331753s | 192.168.5.1 | POST "/api/chat"
2月 05 14:29:44 test-B760M-Snow-Dream-wifi-W ollama[18718]: [GIN] 2026/02/05 - 14:29:44 | 404 | 279.679µs | 192.168.5.1 | POST "/v1/messages?beta=true"
2月 05 14:29:44 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:44.967+08:00 level=WARN source=routes.go:2093 msg="model does not support thinking, relaxing thinking to nil" model=qwen3-coder-next:latest
2月 05 14:29:45 test-B760M-Snow-Dream-wifi-W ollama[18718]: panic: failed to build graph: model does not support operation
2月 05 14:29:45 test-B760M-Snow-Dream-wifi-W ollama[18718]: goroutine 11 [running]:
2月 05 14:29:45 test-B760M-Snow-Dream-wifi-W ollama[18718]: github.com/ollama/ollama/runner/ollamarunner.(*Server).run(0xc0002330e0, {0x58942f7cb020, 0xc000378280})
2月 05 14:29:45 test-B760M-Snow-Dream-wifi-W ollama[18718]: github.com/ollama/ollama/runner/ollamarunner/runner.go:454 +0x325
2月 05 14:29:45 test-B760M-Snow-Dream-wifi-W ollama[18718]: created by github.com/ollama/ollama/runner/ollamarunner.Execute in goroutine 1
2月 05 14:29:45 test-B760M-Snow-Dream-wifi-W ollama[18718]: github.com/ollama/ollama/runner/ollamarunner/runner.go:1422 +0x4c9
2月 05 14:29:45 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:45.578+08:00 level=ERROR source=server.go:1609 msg="post predict" error="Post "http://127.0.0.1:35767/completion": EOF"
2月 05 14:29:45 test-B760M-Snow-Dream-wifi-W ollama[18718]: [GIN] 2026/02/05 - 14:29:45 | 500 | 676.722835ms | 192.168.5.1 | POST "/v1/messages?beta=true"
2月 05 14:29:45 test-B760M-Snow-Dream-wifi-W ollama[18718]: [GIN] 2026/02/05 - 14:29:45 | 200 | 1.071997839s | 192.168.5.1 | POST "/api/chat"
2月 05 14:29:46 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:46.256+08:00 level=WARN source=routes.go:2093 msg="model does not support thinking, relaxing thinking to nil" model=qwen3-coder-next:latest
2月 05 14:29:46 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:46.321+08:00 level=INFO source=server.go:430 msg="starting runner" cmd="/usr/bin/ollama runner --ollama-engine --port 42109"
2月 05 14:29:46 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:46.978+08:00 level=INFO source=server.go:430 msg="starting runner" cmd="/usr/bin/ollama runner --ollama-engine --port 36867"
2月 05 14:29:47 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:47.399+08:00 level=INFO source=server.go:430 msg="starting runner" cmd="/usr/bin/ollama runner --ollama-engine --port 44839"
2月 05 14:29:47 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:47.931+08:00 level=INFO source=server.go:430 msg="starting runner" cmd="/usr/bin/ollama runner --ollama-engine --port 38613"
2月 05 14:29:48 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:48.557+08:00 level=INFO source=server.go:430 msg="starting runner" cmd="/usr/bin/ollama runner --ollama-engine --port 37609"
2月 05 14:29:49 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:49.223+08:00 level=INFO source=server.go:430 msg="starting runner" cmd="/usr/bin/ollama runner --ollama-engine --port 43333"
2月 05 14:29:49 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:49.887+08:00 level=INFO source=server.go:430 msg="starting runner" cmd="/usr/bin/ollama runner --ollama-engine --port 34481"
2月 05 14:29:50 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:50.593+08:00 level=INFO source=server.go:430 msg="starting runner" cmd="/usr/bin/ollama runner --ollama-engine --port 38669"
2月 05 14:29:51 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:51.316+08:00 level=INFO source=server.go:430 msg="starting runner" cmd="/usr/bin/ollama runner --ollama-engine --port 35331"
2月 05 14:29:51 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:51.728+08:00 level=INFO source=runner.go:464 msg="failure during GPU discovery" OLLAMA_LIBRARY_PATH="[/usr/lib/ollama /usr/lib/ollama/cuda_v13]" extra_envs=map[] error="failed to finish discovery before timeout"
2月 05 14:29:51 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:51.728+08:00 level=WARN source=runner.go:356 msg="unable to refresh free memory, using old values"
2月 05 14:29:51 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:51.728+08:00 level=INFO source=server.go:430 msg="starting runner" cmd="/usr/bin/ollama runner --ollama-engine --port 40683"
2月 05 14:29:52 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:52.380+08:00 level=INFO source=server.go:246 msg="enabling flash attention"
2月 05 14:29:52 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:52.381+08:00 level=INFO source=server.go:430 msg="starting runner" cmd="/usr/bin/ollama runner --ollama-engine --model /usr/share/ollama/.ollama/models/blobs/sha256-30e51a7cb1cf1333b9e298b90b4c7790fe2572d8736b002482a0ac96328a2ffb --port 36421"
2月 05 14:29:52 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:52.381+08:00 level=INFO source=sched.go:463 msg="system memory" total="61.3 GiB" free="57.4 GiB" free_swap="8.0 GiB"
2月 05 14:29:52 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:52.381+08:00 level=INFO source=sched.go:470 msg="gpu memory" id=GPU-973dab5e-041e-d47f-5b51-27c124287be6 library=CUDA available="20.8 GiB" free="21.3 GiB" minimum="457.0 MiB" overhead="0 B"
2月 05 14:29:52 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:52.381+08:00 level=INFO source=sched.go:470 msg="gpu memory" id=GPU-3b1956ff-7570-052e-c344-9d8d2ea409d4 library=CUDA available="20.9 GiB" free="21.3 GiB" minimum="457.0 MiB" overhead="0 B"
2月 05 14:29:52 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:52.381+08:00 level=INFO source=sched.go:470 msg="gpu memory" id=GPU-0e6bd110-64ab-b976-743a-2ec6e22ec500 library=CUDA available="20.9 GiB" free="21.3 GiB" minimum="457.0 MiB" overhead="0 B"
2月 05 14:29:52 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:52.381+08:00 level=INFO source=server.go:756 msg="loading model" "model layers"=49 requested=-1
2月 05 14:29:52 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:52.388+08:00 level=INFO source=runner.go:1409 msg="starting ollama engine"
2月 05 14:29:52 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:52.388+08:00 level=INFO source=runner.go:1444 msg="Server listening on 127.0.0.1:36421"
2月 05 14:29:52 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:52.392+08:00 level=INFO source=runner.go:1282 msg=load request="{Operation:fit LoraPath:[] Parallel:2 BatchSize:512 FlashAttention:Enabled KvSize:65536 KvCacheType: NumThreads:4 GPULayers:49[ID:GPU-3b1956ff-7570-052e-c344-9d8d2ea409d4 Layers:49(0..48)] MultiUserCache:false ProjectorPath: MainGPU:0 UseMmap:false}"
2月 05 14:29:52 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:52.416+08:00 level=INFO source=ggml.go:136 msg="" architecture=qwen3next file_type=Q4_K_M name="" description="" num_tensors=843 num_key_values=38
2月 05 14:29:52 test-B760M-Snow-Dream-wifi-W ollama[18718]: load_backend: loaded CPU backend from /usr/lib/ollama/libggml-cpu-alderlake.so
2月 05 14:29:52 test-B760M-Snow-Dream-wifi-W ollama[18718]: ggml_cuda_init: GGML_CUDA_FORCE_MMQ: no
2月 05 14:29:52 test-B760M-Snow-Dream-wifi-W ollama[18718]: ggml_cuda_init: GGML_CUDA_FORCE_CUBLAS: no
2月 05 14:29:52 test-B760M-Snow-Dream-wifi-W ollama[18718]: ggml_cuda_init: found 3 CUDA devices:
2月 05 14:29:52 test-B760M-Snow-Dream-wifi-W ollama[18718]: Device 0: NVIDIA GeForce RTX 2080 Ti, compute capability 7.5, VMM: yes, ID: GPU-973dab5e-041e-d47f-5b51-27c124287be6
2月 05 14:29:52 test-B760M-Snow-Dream-wifi-W ollama[18718]: Device 1: NVIDIA GeForce RTX 2080 Ti, compute capability 7.5, VMM: yes, ID: GPU-3b1956ff-7570-052e-c344-9d8d2ea409d4
2月 05 14:29:52 test-B760M-Snow-Dream-wifi-W ollama[18718]: Device 2: NVIDIA GeForce RTX 2080 Ti, compute capability 7.5, VMM: yes, ID: GPU-0e6bd110-64ab-b976-743a-2ec6e22ec500
2月 05 14:29:52 test-B760M-Snow-Dream-wifi-W ollama[18718]: load_backend: loaded CUDA backend from /usr/lib/ollama/cuda_v13/libggml-cuda.so
2月 05 14:29:52 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:52.752+08:00 level=INFO source=ggml.go:104 msg=system CPU.0.SSE3=1 CPU.0.SSSE3=1 CPU.0.AVX=1 CPU.0.AVX_VNNI=1 CPU.0.AVX2=1 CPU.0.F16C=1 CPU.0.FMA=1 CPU.0.BMI2=1 CPU.0.LLAMAFILE=1 CPU.1.LLAMAFILE=1 CUDA.0.ARCHS=750,800,860,870,890,900,1000,1030,1100,1200,1210 CUDA.0.USE_GRAPHS=1 CUDA.0.PEER_MAX_BATCH_SIZE=128 CUDA.1.ARCHS=750,800,860,870,890,900,1000,1030,1100,1200,1210 CUDA.1.USE_GRAPHS=1 CUDA.1.PEER_MAX_BATCH_SIZE=128 CUDA.2.ARCHS=750,800,860,870,890,900,1000,1030,1100,1200,1210 CUDA.2.USE_GRAPHS=1 CUDA.2.PEER_MAX_BATCH_SIZE=128 compiler=cgo(gcc)
2月 05 14:29:53 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:53.207+08:00 level=INFO source=runner.go:1282 msg=load request="{Operation:fit LoraPath:[] Parallel:2 BatchSize:512 FlashAttention:Enabled KvSize:65536 KvCacheType: NumThreads:4 GPULayers:49[ID:GPU-3b1956ff-7570-052e-c344-9d8d2ea409d4 Layers:16(0..15) ID:GPU-0e6bd110-64ab-b976-743a-2ec6e22ec500 Layers:16(16..31) ID:GPU-973dab5e-041e-d47f-5b51-27c124287be6 Layers:17(32..48)] MultiUserCache:false ProjectorPath: MainGPU:0 UseMmap:false}"
2月 05 14:29:53 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:53.647+08:00 level=INFO source=runner.go:1282 msg=load request="{Operation:alloc LoraPath:[] Parallel:2 BatchSize:512 FlashAttention:Enabled KvSize:65536 KvCacheType: NumThreads:4 GPULayers:49[ID:GPU-3b1956ff-7570-052e-c344-9d8d2ea409d4 Layers:16(0..15) ID:GPU-0e6bd110-64ab-b976-743a-2ec6e22ec500 Layers:16(16..31) ID:GPU-973dab5e-041e-d47f-5b51-27c124287be6 Layers:17(32..48)] MultiUserCache:false ProjectorPath: MainGPU:0 UseMmap:false}"
2月 05 14:29:53 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:53.982+08:00 level=INFO source=runner.go:1282 msg=load request="{Operation:commit LoraPath:[] Parallel:2 BatchSize:512 FlashAttention:Enabled KvSize:65536 KvCacheType: NumThreads:4 GPULayers:49[ID:GPU-3b1956ff-7570-052e-c344-9d8d2ea409d4 Layers:16(0..15) ID:GPU-0e6bd110-64ab-b976-743a-2ec6e22ec500 Layers:16(16..31) ID:GPU-973dab5e-041e-d47f-5b51-27c124287be6 Layers:17(32..48)] MultiUserCache:false ProjectorPath: MainGPU:0 UseMmap:false}"
2月 05 14:29:53 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:53.982+08:00 level=INFO source=ggml.go:482 msg="offloading 48 repeating layers to GPU"
2月 05 14:29:53 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:53.982+08:00 level=INFO source=ggml.go:489 msg="offloading output layer to GPU"
2月 05 14:29:53 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:53.982+08:00 level=INFO source=ggml.go:494 msg="offloaded 49/49 layers to GPU"
2月 05 14:29:53 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:53.982+08:00 level=INFO source=device.go:240 msg="model weights" device=CUDA0 size="16.2 GiB"
2月 05 14:29:53 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:53.982+08:00 level=INFO source=device.go:240 msg="model weights" device=CUDA1 size="15.9 GiB"
2月 05 14:29:53 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:53.982+08:00 level=INFO source=device.go:240 msg="model weights" device=CUDA2 size="15.9 GiB"
2月 05 14:29:53 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:53.982+08:00 level=INFO source=device.go:245 msg="model weights" device=CPU size="166.9 MiB"
2月 05 14:29:53 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:53.982+08:00 level=INFO source=device.go:251 msg="kv cache" device=CUDA0 size="2.1 GiB"
2月 05 14:29:53 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:53.982+08:00 level=INFO source=device.go:251 msg="kv cache" device=CUDA1 size="2.1 GiB"
2月 05 14:29:53 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:53.982+08:00 level=INFO source=device.go:251 msg="kv cache" device=CUDA2 size="2.1 GiB"
2月 05 14:29:53 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:53.982+08:00 level=INFO source=device.go:262 msg="compute graph" device=CUDA0 size="220.4 MiB"
2月 05 14:29:53 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:53.982+08:00 level=INFO source=device.go:262 msg="compute graph" device=CUDA1 size="318.2 MiB"
2月 05 14:29:53 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:53.982+08:00 level=INFO source=device.go:262 msg="compute graph" device=CUDA2 size="220.4 MiB"
2月 05 14:29:53 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:53.982+08:00 level=INFO source=device.go:267 msg="compute graph" device=CPU size="4.3 MiB"
2月 05 14:29:53 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:53.982+08:00 level=INFO source=device.go:272 msg="total memory" size="55.3 GiB"
2月 05 14:29:53 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:53.982+08:00 level=INFO source=sched.go:537 msg="loaded runners" count=1
2月 05 14:29:53 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:53.982+08:00 level=INFO source=server.go:1349 msg="waiting for llama runner to start responding"
2月 05 14:29:54 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:29:53.999+08:00 level=INFO source=server.go:1383 msg="waiting for server to become available" status="llm server loading model"
2月 05 14:30:06 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:30:06.788+08:00 level=INFO source=server.go:1387 msg="llama runner started in 14.41 seconds"
2月 05 14:30:35 test-B760M-Snow-Dream-wifi-W ollama[18718]: [GIN] 2026/02/05 - 14:30:35 | 200 | 49.099064684s | 192.168.5.1 | POST "/v1/messages?beta=true"
2月 05 14:30:35 test-B760M-Snow-Dream-wifi-W ollama[18718]: time=2026-02-05T14:30:35.449+08:00 level=WARN source=routes.go:2093 msg="model does not support thinking, relaxing thinking to nil" model=qwen3-coder-next:latest
2月 05 14:30:42 test-B760M-Snow-Dream-wifi-W ollama[18718]: [GIN] 2026/02/05 - 14:30:42 | 200 | 7.193161067s | 192.168.5.1 | POST "/v1/messages?beta=true"
@r4c0box commented on GitHub (Feb 5, 2026):
when i use two client answer question at time same time,it course the error like the log above
@znowfox commented on GitHub (Feb 5, 2026):
So, 0.15.5 RC1 worked, stopped working rc2, rc3.
@r4c0box commented on GitHub (Feb 5, 2026):
ok,i will try rc1 to test again
@r4c0box commented on GitHub (Feb 5, 2026):
but,i cannot find the rc1 package in releases 。。。。
@rick-github commented on GitHub (Feb 5, 2026):
The
-rcreleases have new default context logic that doesn't account forOLLAMA_NUM_PARALLEL. Until it's resolved, settingOLLAMA_CONTEXT_LENGTH=4096in the server environment will return to the previous behaviour.@znowfox commented on GitHub (Feb 5, 2026):
so obviously its llama.cpp
@fighter3005 commented on GitHub (Feb 27, 2026):
Sorry to chime in here, but I am confused. I tried setting OLLAMA_NUM_PARALLEL and OLLAMA_CONTEXT_LENGTH=4096 in my docker compose environment variables, and also setting just OLLAMA_NUM_PARALLEL, but OLLAMA_NUM_PARALLEL is being ignored regardless!?
I tried with the rocm and cuda containers in the latest version (0.17.4).
I tested qwen3-vl:4b-instruct-q8_0 and qwen3.5:27b-q4_K_M, as well as bge-m3:567m-fp16.
I don't get parallelism.
@rick-github commented on GitHub (Feb 27, 2026):
Some model architectures do not support parallelism.