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System inventory for upgrade — Part 1

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Source: ChatGPT data export · Conversation ID: 6a6c5fa5-34ec-83e8-8130-c5465ea96bde

Created: 2026-07-31T01:41:10-07:00 · Part 1 of 2

Darren2026-07-31T01:41:09-07:00

Okay, so I started a new window so that we can start the upgrade process. I've already run updates for the operating system and drivers, in other words, apt update, apt upgrade. APT, if that didn't go through voice okay. Driver version from NVIDIA reports it's valid, and then nvidia-smi gives me driver version 580.173.02. And it reports CUDA version 13. Everything appears to be working wonderfully.

ChatGPT2026-07-31T01:41:10-07:00 · gpt-5-6-thinking

Good. That gives us a clean starting point:

  • Operating system packages updated
  • NVIDIA driver 580.173.02 loaded correctly
  • nvidia-smi sees the GPU and reports CUDA 13 compatibility
  • Desktop and graphics appear stable

One small distinction: the CUDA version shown by nvidia-smi is the maximum CUDA runtime supported by the driver, not necessarily the CUDA toolkit installed on disk. That is perfectly fine for Ollama and most packaged AI software.

Since everything is working, I would leave the NVIDIA driver alone. No ritual sacrifice to the graphics gods is required.

The next useful step is to inventory the machine before changing anything:

hostnamectl
free -h
df -h
nvidia-smi
ollama --version

And then:

ollama list

That will tell us exactly what operating system, memory, storage, GPU state, Ollama version, and installed models we are beginning with.

Darren2026-07-31T01:44:00-07:00

darren@ougway:~/Desktop$ hostnamectl
Static hostname: ougway
Icon name: computer-desktop
Chassis: desktop 🖥️
Machine ID: 4016f199cc8346388535f6cd89888bba
Boot ID: f312764cb40b46eb9026593fed7c4e72
Operating System: Ubuntu 24.04.4 LTS
Kernel: Linux 7.0.0-28-generic
Architecture: x86-64
Hardware Vendor: BIOSTAR Group
Hardware Model: TB250-BTC
Firmware Version: 5.12
Firmware Date: Wed 2023-09-06
Firmware Age: 2y 10month 3w 3d
darren@ougway:~/Desktop$ free -h
total used free shared buff/cache available
Mem: 31Gi 3.1Gi 25Gi 27Mi 3.4Gi 28Gi
Swap: 8.0Gi 0B 8.0Gi
darren@ougway:~/Desktop$ df -h
Filesystem Size Used Avail Use% Mounted on
tmpfs 3.2G 2.7M 3.2G 1% /run
/dev/sda2 915G 168G 702G 20% /
tmpfs 16G 1.1M 16G 1% /dev/shm
tmpfs 5.0M 12K 5.0M 1% /run/lock
efivarfs 128K 52K 72K 42% /sys/firmware/efi/efivars
/dev/sda1 1.1G 6.2M 1.1G 1% /boot/efi
/dev/sdb 3.6T 977G 2.5T 29% /mnt/storage
tmpfs 3.2G 120K 3.2G 1% /run/user/1000
darren@ougway:~/Desktop$ nvidia-smi
Fri Jul 31 01:42:46 2026
+—————————————————————————————–+
| NVIDIA-SMI 580.173.02 Driver Version: 580.173.02 CUDA Version: 13.0 |
+—————————————–+————————+———————-+
| GPU Name Persistence-M | Bus-Id Disp.A | Volatile Uncorr. ECC |
| Fan Temp Perf Pwr:Usage/Cap | Memory-Usage | GPU-Util Compute M. |
| | | MIG M. |
|=========================================+========================+======================|
| 0 NVIDIA GeForce RTX 3060 Off | 00000000:01:00.0 On | N/A |
| 0% 38C P8 9W / 170W | 421MiB / 12288MiB | 0% Default |
| | | N/A |
+—————————————–+————————+———————-+

+—————————————————————————————–+
| Processes: |
| GPU GI CI PID Type Process name GPU Memory |
| ID ID Usage |
|=========================================================================================|
| 0 N/A N/A 2987 G /usr/lib/xorg/Xorg 79MiB |
| 0 N/A N/A 3223 G /usr/bin/gnome-shell 77MiB |
| 0 N/A N/A 4038 G …/8664/usr/lib/firefox/firefox 193MiB |
+—————————————————————————————–+
darren@ougway:~/Desktop$ ollama –version
ollama version is 0.12.11
darren@ougway:~/Desktop$ ollama list
NAME ID SIZE MODIFIED
dolphin3:8b d5ab9ae8e1f2 4.9 GB 8 months ago
gemma:7b a72c7f4d0a15 5.0 GB 8 months ago
llama3.1:8b 46e0c10c039e 4.9 GB 8 months ago
llava:7b 8dd30f6b0cb1 4.7 GB 8 months ago
qwen3-vl:8b 901cae732162 6.1 GB 8 months ago
deepseek-r1:8b 6995872bfe4c 5.2 GB 8 months ago
codegemma:7b 0c96700aaada 5.0 GB 8 months ago
mistral:latest 6577803aa9a0 4.4 GB 8 months ago
qwen3:8b 500a1f067a9f 5.2 GB 8 months ago
llama2:latest 78e26419b446 3.8 GB 8 months ago
darren@ougway:~/Desktop$

ChatGPT2026-07-31T01:44:01-07:00 · gpt-5-6-thinking

The hardware baseline looks clean. I’m checking the current Ollama upgrade path next so we update the AI stack without disturbing the working NVIDIA setup.

ChatGPT2026-07-31T01:44:11-07:00 · gpt-5-6-thinking

That baseline is healthy:

  • Ubuntu 24.04.4 LTS, booted normally on kernel 7.0.0-28
  • 31 GiB RAM, with 28 GiB available
  • 8 GiB swap, unused
  • 702 GiB free on the system drive
  • 2.5 TiB free on /mnt/storage
  • RTX 3060 12 GiB, cool at 38°C
  • NVIDIA driver, Xorg, GNOME, and Firefox are all using the GPU normally

There is no reason to touch the kernel, NVIDIA driver, CUDA, partitioning, or storage mounts.

The one obviously outdated component

Your Ollama installation is 0.12.11. The current official release is 0.30.6, published July 27, 2026, so this is a substantial upgrade rather than a minor patch. citeturn765726search0

Before changing it, preserve a small baseline:

mkdir -p ~/Desktop/ougway-upgrade-baseline

ollama list \
  > ~/Desktop/ougway-upgrade-baseline/ollama-models.txt

systemctl cat ollama \
  > ~/Desktop/ougway-upgrade-baseline/ollama-service.txt 2>&1

systemctl status ollama --no-pager \
  > ~/Desktop/ougway-upgrade-baseline/ollama-status.txt 2>&1

nvidia-smi \
  > ~/Desktop/ougway-upgrade-baseline/nvidia-smi.txt

Then upgrade Ollama using the official Linux procedure:

curl -fsSL https://ollama.com/install.sh | sh

Re-running the installation script is Ollama’s documented Linux update method. citeturn765726search2turn765726search6

When it finishes, verify the installation:

ollama --version
systemctl is-active ollama
journalctl -u ollama -n 30 --no-pager

Then test an existing model without updating its model files yet:

ollama run qwen3:8b "Reply with exactly: OLLAMA GPU TEST OK"

After it responds, exit with /bye, then run:

ollama ps
nvidia-smi

We should not pull or replace the models yet. First we verify that the new Ollama binary sees the existing model library and properly loads Qwen onto the RTX 3060. If the new version causes trouble, Ollama’s installer also supports reinstalling a specified older version, so 0.12.11 remains available as a rollback point. citeturn765726search2

Darren2026-07-31T01:58:14-07:00

darren@ougway:~/Desktop$ mkdir -p ~/Desktop/ougway-upgrade-baseline

ollama list \
> ~/Desktop/ougway-upgrade-baseline/ollama-models.txt

systemctl cat ollama \
> ~/Desktop/ougway-upgrade-baseline/ollama-service.txt 2>&1

systemctl status ollama –no-pager \
> ~/Desktop/ougway-upgrade-baseline/ollama-status.txt 2>&1

nvidia-smi \
> ~/Desktop/ougway-upgrade-baseline/nvidia-smi.txt
darren@ougway:~/Desktop$ curl -fsSL https://ollama.com/install.sh | sh
>>> Cleaning up old version at /usr/local/lib/ollama
[sudo] password for darren:
>>> Installing ollama to /usr/local
>>> Downloading ollama-linux-amd64.tar.zst

################################################################## 100.0%

>>> Adding ollama user to render group…
>>> Adding ollama user to video group…
>>> Adding current user to ollama group…
>>> Creating ollama systemd service…
>>> Enabling and starting ollama service…
>>> NVIDIA GPU installed.
darren@ougway:~/Desktop$ ollama –version
systemctl is-active ollama
journalctl -u ollama -n 30 –no-pager
ollama version is 0.32.5
active
Jul 31 01:38:03 ougway ollama[2018]: time=2026-07-31T01:38:03.004-07:00 level=INFO source=routes.go:1544 msg="server config" env="map[CUDA_VISIBLE_DEVICES: GGML_VK_VISIBLE_DEVICES: GPU_DEVICE_ORDINAL: HIP_VISIBLE_DEVICES: HSA_OVERRIDE_GFX_VERSION: HTTPS_PROXY: HTTP_PROXY: NO_PROXY: OLLAMA_CONTEXT_LENGTH:4096 OLLAMA_DEBUG:INFO OLLAMA_FLASH_ATTENTION:false OLLAMA_GPU_OVERHEAD:0 OLLAMA_HOST:http://127.0.0.1:11434 OLLAMA_KEEP_ALIVE:5m0s OLLAMA_KV_CACHE_TYPE: OLLAMA_LLM_LIBRARY: OLLAMA_LOAD_TIMEOUT:5m0s OLLAMA_MAX_LOADED_MODELS:0 OLLAMA_MAX_QUEUE:512 OLLAMA_MODELS:/usr/share/ollama/.ollama/models OLLAMA_MULTIUSER_CACHE:false OLLAMA_NEW_ENGINE:false OLLAMA_NOHISTORY:false OLLAMA_NOPRUNE:false OLLAMA_NUM_PARALLEL:1 OLLAMA_ORIGINS:[http://localhost https://localhost http://localhost: https://localhost: http://127.0.0.1 https://127.0.0.1 http://127.0.0.1: https://127.0.0.1: http://0.0.0.0 https://0.0.0.0 http://0.0.0.0: https://0.0.0.0: app:// file:// tauri:// vscode-webview:// vscode-file://] OLLAMA_REMOTES:[ollama.com] OLLAMA_SCHED_SPREAD:false OLLAMA_VULKAN:false ROCR_VISIBLE_DEVICES: http_proxy: https_proxy: no_proxy:]"
Jul 31 01:38:03 ougway ollama[2018]: time=2026-07-31T01:38:03.045-07:00 level=INFO source=images.go:522 msg="total blobs: 47"
Jul 31 01:38:03 ougway ollama[2018]: time=2026-07-31T01:38:03.045-07:00 level=INFO source=images.go:529 msg="total unused blobs removed: 0"
Jul 31 01:38:03 ougway ollama[2018]: time=2026-07-31T01:38:03.049-07:00 level=INFO source=routes.go:1597 msg="Listening on 127.0.0.1:11434 (version 0.12.11)"
Jul 31 01:38:03 ougway ollama[2018]: time=2026-07-31T01:38:03.056-07:00 level=INFO source=runner.go:67 msg="discovering available GPUs…"
Jul 31 01:38:03 ougway ollama[2018]: time=2026-07-31T01:38:03.060-07:00 level=INFO source=server.go:392 msg="starting runner" cmd="/usr/local/bin/ollama runner –ollama-engine –port 36385"
Jul 31 01:38:05 ougway ollama[2018]: time=2026-07-31T01:38:05.516-07:00 level=INFO source=server.go:392 msg="starting runner" cmd="/usr/local/bin/ollama runner –ollama-engine –port 37497"
Jul 31 01:38:07 ougway ollama[2018]: time=2026-07-31T01:38:07.351-07:00 level=INFO source=types.go:42 msg="inference compute" id=GPU-73a4befa-b88e-d0d0-e416-acbab2c7df7b filter_id="" library=CUDA compute=8.6 name=CUDA0 description="NVIDIA GeForce RTX 3060" libdirs=ollama,cuda_v12 driver=13.0 pci_id=0000:01:00.0 type=discrete total="12.0 GiB" available="11.6 GiB"
Jul 31 01:38:07 ougway ollama[2018]: time=2026-07-31T01:38:07.351-07:00 level=INFO source=routes.go:1638 msg="entering low vram mode" "total vram"="12.0 GiB" threshold="20.0 GiB"
Jul 31 01:42:57 ougway ollama[2018]: [GIN] 2026/07/31 – 01:42:57 | 200 | 4.081348ms | 127.0.0.1 | GET "/api/version"
Jul 31 01:43:08 ougway ollama[2018]: [GIN] 2026/07/31 – 01:43:08 | 200 | 31.955µs | 127.0.0.1 | HEAD "/"
Jul 31 01:43:08 ougway ollama[2018]: [GIN] 2026/07/31 – 01:43:08 | 200 | 5.902367ms | 127.0.0.1 | GET "/api/tags"
Jul 31 01:46:10 ougway ollama[2018]: [GIN] 2026/07/31 – 01:46:10 | 200 | 17.665µs | 127.0.0.1 | HEAD "/"
Jul 31 01:46:10 ougway ollama[2018]: [GIN] 2026/07/31 – 01:46:10 | 200 | 1.079849ms | 127.0.0.1 | GET "/api/tags"
Jul 31 01:50:06 ougway systemd[1]: Stopping ollama.service – Ollama Service…
Jul 31 01:50:06 ougway systemd[1]: ollama.service: Deactivated successfully.
Jul 31 01:50:06 ougway systemd[1]: Stopped ollama.service – Ollama Service.
Jul 31 01:50:06 ougway systemd[1]: Started ollama.service – Ollama Service.
Jul 31 01:50:06 ougway ollama[6765]: time=2026-07-31T01:50:06.913-07:00 level=INFO source=routes.go:1947 msg="server config" env="map[CUDA_VISIBLE_DEVICES: GGML_VK_VISIBLE_DEVICES: GPU_DEVICE_ORDINAL: HIP_VISIBLE_DEVICES: HSA_OVERRIDE_GFX_VERSION: HTTPS_PROXY: HTTP_PROXY: LLAMA_ARG_FIT: LLAMA_ARG_FIT_TARGET: NO_PROXY: OLLAMA_CONTEXT_LENGTH:0 OLLAMA_DEBUG:INFO OLLAMA_DEBUG_LOG_REQUESTS:false OLLAMA_EDITOR: OLLAMA_FLASH_ATTENTION:false OLLAMA_GO_TEMPLATE:true OLLAMA_GPU_OVERHEAD:0 OLLAMA_HOST:http://127.0.0.1:11434 OLLAMA_IGPU_ENABLE: OLLAMA_KEEP_ALIVE:5m0s OLLAMA_KV_CACHE_TYPE: OLLAMA_LLM_LIBRARY: OLLAMA_LOAD_TIMEOUT:5m0s OLLAMA_MAX_LOADED_MODELS:0 OLLAMA_MAX_QUEUE:512 OLLAMA_MAX_TRANSFER_STREAMS:4 OLLAMA_MODELS:/usr/share/ollama/.ollama/models OLLAMA_NOHISTORY:false OLLAMA_NOPRUNE:false OLLAMA_NO_CLOUD:false OLLAMA_NUM_PARALLEL:1 OLLAMA_ORIGINS:[http://localhost https://localhost http://localhost:
https://localhost: http://127.0.0.1 https://127.0.0.1 http://127.0.0.1: https://127.0.0.1: http://0.0.0.0 https://0.0.0.0 http://0.0.0.0: https://0.0.0.0: app:// file:// tauri:// vscode-webview:// vscode-file://] OLLAMA_REMOTES:[ollama.com] OLLAMA_SCHED_SPREAD:false OLLAMA_VULKAN:true ROCR_VISIBLE_DEVICES: http_proxy: https_proxy: no_proxy:]"
Jul 31 01:50:06 ougway ollama[6765]: time=2026-07-31T01:50:06.913-07:00 level=INFO source=routes.go:1949 msg="Ollama cloud disabled: false"
Jul 31 01:50:06 ougway ollama[6765]: time=2026-07-31T01:50:06.916-07:00 level=INFO source=images.go:883 msg="total blobs: 47"
Jul 31 01:50:06 ougway ollama[6765]: time=2026-07-31T01:50:06.916-07:00 level=INFO source=images.go:890 msg="total unused blobs removed: 0"
Jul 31 01:50:06 ougway ollama[6765]: time=2026-07-31T01:50:06.917-07:00 level=INFO source=routes.go:2004 msg="Listening on 127.0.0.1:11434 (version 0.32.5)"
Jul 31 01:50:06 ougway ollama[6765]: time=2026-07-31T01:50:06.917-07:00 level=INFO source=runner.go:60 msg="discovering available GPUs…"
Jul 31 01:50:06 ougway ollama[6765]: time=2026-07-31T01:50:06.929-07:00 level=INFO source=model_list_cache.go:112 msg="model list cache hydration complete" models=10 failures=0 elapsed=12.159555ms
Jul 31 01:50:07 ougway ollama[6765]: time=2026-07-31T01:50:07.052-07:00 level=INFO source=model_recommendations.go:177 msg="model recommendations cache sleep scheduled" wait=3h20m8.981665127s consecutive_failures=0
Jul 31 01:50:09 ougway ollama[6765]: time=2026-07-31T01:50:09.081-07:00 level=INFO source=runner.go:405 msg="dropping integrated GPU; to enable, set OLLAMA_IGPU_ENABLE=1" id=1 library=Vulkan compute=0.0 name=Vulkan1 description="Intel(R) HD Graphics 630 (KBL GT2)" pci_id=0000:00:02.0
Jul 31 01:50:09 ougway ollama[6765]: time=2026-07-31T01:50:09.954-07:00 level=INFO source=types.go:32 msg="inference compute" id=0 filter_id=0 library=CUDA compute=8.6 name=CUDA0 description="NVIDIA GeForce RTX 3060" libdirs=ollama,cuda_v13 driver=13.0 pci_id=0000:01:00.0 type=discrete total="11.6 GiB" available="11.2 GiB"
Jul 31 01:50:09 ougway ollama[6765]: time=2026-07-31T01:50:09.954-07:00 level=INFO source=routes.go:2054 msg="vram-based default context" total_vram="11.6 GiB" default_num_ctx=4096
Jul 31 01:50:54 ougway ollama[6765]: [GIN] 2026/07/31 – 01:50:54 | 200 | 45.672µs | 127.0.0.1 | GET "/api/version"
darren@ougway:~/Desktop$ ollama run qwen3:8b "Reply with exactly: OLLAMA GPU TEST OK"
Thinking…
Okay, the user wants me to reply with exactly "OLLAMA GPU TEST OK". Let me
make sure I understand the request correctly. They mentioned "reply with
exactly" so I need to follow that instruction precisely. No extra text,
just that specific phrase. I should check if there's any hidden
requirement or context I'm missing. Maybe they're testing if I can follow
instructions strictly. I'll confirm that the response is straightforward
and meets their exact request. Alright, time to send the reply.
…done thinking.

OLLAMA GPU TEST OK

darren@ougway:~/Desktop$

ChatGPT2026-07-31T01:58:27-07:00 · gpt-5-6-thinking

Excellent. The Ollama upgrade succeeded cleanly.

What the logs confirm:

  • Ollama is now 0.32.5
  • The systemd service is active
  • All 10 existing models were found, with zero failures
  • Ollama detected the RTX 3060 correctly as CUDA0
  • CUDA compute capability 8.6 is correct for the RTX 3060
  • It loaded the new CUDA 13 Ollama library
  • The Intel integrated GPU was intentionally discarded
  • The model test completed successfully

The line:

OLLAMA_VULKAN:true

does not mean it selected Vulkan instead of CUDA. The decisive line is:

library=CUDA compute=8.6 name=CUDA0
description="NVIDIA GeForce RTX 3060"

So Ollama is using the correct GPU backend.

The visible Thinking... passage is also normal Qwen behavior, not a problem. Current Ollama versions provide controls such as --think=false or --hidethinking for models that support thinking output. citeturn802106search7

Final GPU-allocation check

Run this while Qwen is still resident in memory:

ollama ps
nvidia-smi

We are looking for ollama ps to report something close to:

PROCESSOR    100% GPU

Ollama specifically recommends checking the PROCESSOR column with ollama ps to see whether the model is fully loaded onto the GPU or partly offloaded to the CPU. citeturn802106search5

If the five-minute keep-alive period has expired and ollama ps is empty, run:

ollama run qwen3:8b --think=false "Reply with exactly: GPU CHECK"

Then immediately:

ollama ps
nvidia-smi

One configuration item is worth noting for later: the log says:

OLLAMA_NO_CLOUD:false

That means Ollama’s cloud features have not been explicitly disabled. Your local models still run locally, but since Little Ougway is intended as a local system, we may eventually set OLLAMA_NO_CLOUD=1. Ollama officially documents that setting as its local-only mode. citeturn802106search0

For now, the Ollama engine upgrade itself is complete and healthy.

Darren2026-07-31T02:11:57-07:00

darren@ougway:~/Desktop$ ollama ps
nvidia-smi
NAME ID SIZE PROCESSOR CONTEXT UNTIL
Fri Jul 31 02:10:24 2026
+—————————————————————————————–+
| NVIDIA-SMI 580.173.02 Driver Version: 580.173.02 CUDA Version: 13.0 |
+—————————————–+————————+———————-+
| GPU Name Persistence-M | Bus-Id Disp.A | Volatile Uncorr. ECC |
| Fan Temp Perf Pwr:Usage/Cap | Memory-Usage | GPU-Util Compute M. |
| | | MIG M. |
|=========================================+========================+======================|
| 0 NVIDIA GeForce RTX 3060 Off | 00000000:01:00.0 On | N/A |
| 0% 36C P8 8W / 170W | 361MiB / 12288MiB | 4% Default |
| | | N/A |
+—————————————–+————————+———————-+

+—————————————————————————————–+
| Processes: |
| GPU GI CI PID Type Process name GPU Memory |
| ID ID Usage |
|=========================================================================================|
| 0 N/A N/A 2987 G /usr/lib/xorg/Xorg 79MiB |
| 0 N/A N/A 3223 G /usr/bin/gnome-shell 20MiB |
| 0 N/A N/A 4038 G …/8664/usr/lib/firefox/firefox 189MiB |
+—————————————————————————————–+
darren@ougway:~/Desktop$ ollama run qwen3:8b –think=false "Reply with exactly: GPU CHECK"
⠦
GPU CHECK

darren@ougway:~/Desktop$
darren@ougway:~/Desktop$ ollama run qwen3:8b –think=false "Reply with exactly: GPU CHECK"
GPU CHECK

darren@ougway:~/Desktop$ ollama ps
nvidia-smi
NAME ID SIZE PROCESSOR CONTEXT UNTIL
qwen3:8b 500a1f067a9f 5.6 GB 100% GPU 4096 4 minutes from now
Fri Jul 31 02:11:29 2026
+—————————————————————————————–+
| NVIDIA-SMI 580.173.02 Driver Version: 580.173.02 CUDA Version: 13.0 |
+—————————————–+————————+———————-+
| GPU Name Persistence-M | Bus-Id Disp.A | Volatile Uncorr. ECC |
| Fan Temp Perf Pwr:Usage/Cap | Memory-Usage | GPU-Util Compute M. |
| | | MIG M. |
|=========================================+========================+======================|
| 0 NVIDIA GeForce RTX 3060 Off | 00000000:01:00.0 On | N/A |
| 0% 39C P2 34W / 170W | 5848MiB / 12288MiB | 0% Default |
| | | N/A |
+—————————————–+————————+———————-+

+—————————————————————————————–+
| Processes: |
| GPU GI CI PID Type Process name GPU Memory |
| ID ID Usage |
|=========================================================================================|
| 0 N/A N/A 2987 G /usr/lib/xorg/Xorg 79MiB |
| 0 N/A N/A 3223 G /usr/bin/gnome-shell 20MiB |
| 0 N/A N/A 4038 G …/8664/usr/lib/firefox/firefox 209MiB |
| 0 N/A N/A 9837 C …local/lib/ollama/llama-server 5460MiB |
+—————————————————————————————–+
darren@ougway:~/Desktop$

ChatGPT2026-07-31T02:12:11-07:00 · gpt-5-6-thinking

That confirms it completely.

The first empty ollama ps was simply because Qwen had already passed its five-minute keep-alive period and unloaded. The second test proves:

PROCESSOR    100% GPU
CONTEXT      4096
SIZE         5.6 GB

And nvidia-smi independently confirms the Ollama inference process is holding about 5.46 GiB of VRAM:

/usr/local/lib/ollama/llama-server    5460 MiB

So the entire Ollama layer is now healthy:

  • Ollama 0.32.5
  • Existing model library preserved
  • RTX 3060 detected through CUDA 13
  • Qwen running entirely on the GPU
  • No CPU offloading
  • About 6 GiB VRAM remains available
  • Normal 4,096-token default context
  • GPU temperature remains excellent

We can mark Ollama upgrade: complete.

Next: identify the OpenWebUI installation

Because yours is the intentional non-Docker OpenWebUI installation, we should determine its virtual environment and service configuration before upgrading it. Run this block:

echo "===== OPENWEBUI PROCESS ====="
ps -eo user,pid,cmd | grep -Ei '[o]pen-webui|[o]pen_webui|[u]vicorn.*webui'

echo
echo "===== SYSTEM SERVICES ====="
systemctl list-unit-files | grep -Ei 'open.?webui|webui'

echo
echo "===== USER SERVICES ====="
systemctl --user list-unit-files | grep -Ei 'open.?webui|webui'

echo
echo "===== EXECUTABLE ====="
command -v open-webui || true

echo
echo "===== INSTALLED PACKAGE ====="
python3 -m pip show open-webui 2>/dev/null || true

echo
echo "===== POSSIBLE VIRTUAL ENVIRONMENTS ====="
find ~ -maxdepth 4 -type f -path '*/bin/open-webui' 2>/dev/null

This only inspects the installation; it changes nothing. The results will tell us which Python environment and systemd service must be preserved during the OpenWebUI upgrade.

Darren2026-07-31T02:13:53-07:00

darren@ougway:~/Desktop$ echo "===== OPENWEBUI PROCESS ====="
ps -eo user,pid,cmd | grep -Ei '[o]pen-webui|[o]pen_webui|[u]vicorn.*webui'

echo
echo "===== SYSTEM SERVICES ====="
systemctl list-unit-files | grep -Ei 'open.?webui|webui'

echo
echo "===== USER SERVICES ====="
systemctl –user list-unit-files | grep -Ei 'open.?webui|webui'

echo
echo "===== EXECUTABLE ====="
command -v open-webui || true

echo
echo "===== INSTALLED PACKAGE ====="
python3 -m pip show open-webui 2>/dev/null || true

echo
echo "===== POSSIBLE VIRTUAL ENVIRONMENTS ====="
find ~ -maxdepth 4 -type f -path '*/bin/open-webui' 2>/dev/null
===== OPENWEBUI PROCESS =====
darren 1719 /home/darren/apps/openwebui/venv/bin/python /home/darren/apps/openwebui/venv/bin/open-webui serve –host 0.0.0.0 –port 8080

===== SYSTEM SERVICES =====
openwebui.service enabled enabled

===== USER SERVICES =====

===== EXECUTABLE =====

===== INSTALLED PACKAGE =====

===== POSSIBLE VIRTUAL ENVIRONMENTS =====
darren@ougway:~/Desktop$

ChatGPT2026-07-31T02:13:54-07:00 · gpt-5-6-thinking

We’ve located the exact OpenWebUI service and virtual environment. I’m verifying the current official upgrade method, then we’ll back up its data and upgrade only that venv.

ChatGPT2026-07-31T02:14:09-07:00 · gpt-5-6-thinking

We found it:

Service:  openwebui.service
User:     darren
Venv:     /home/darren/apps/openwebui/venv
Command:  open-webui serve --host 0.0.0.0 --port 8080

The empty find result is harmless—the executable was one directory deeper than the -maxdepth 4 limit.

We should not upgrade yet, because current Open WebUI releases can perform database migrations, and those migrations may not be reversible merely by reinstalling the old program version. The official instructions recommend backing up the database first. citeturn575355view0

Run this inspection block:

echo "===== OPENWEBUI SERVICE ====="
systemctl cat openwebui

echo
echo "===== SERVICE PROPERTIES ====="
systemctl show openwebui \
  -p User \
  -p Group \
  -p WorkingDirectory \
  -p ExecStart \
  -p Environment \
  --no-pager

echo
echo "===== PYTHON VERSION ====="
/home/darren/apps/openwebui/venv/bin/python --version

echo
echo "===== OPENWEBUI PACKAGE ====="
/home/darren/apps/openwebui/venv/bin/python -m pip show open-webui

echo
echo "===== RUNNING PROCESS ENVIRONMENT ====="
pid="$(systemctl show openwebui -p MainPID --value)"
echo "PID: $pid"
sudo cat "/proc/$pid/environ" 2>/dev/null |
  tr '\0' '\n' |
  grep -E '^(DATA_DIR|DATABASE_URL|WEBUI_SECRET_KEY|OLLAMA_BASE_URL|HOME|PATH)='

echo
echo "===== POSSIBLE DATABASE FILES ====="
find \
  /home/darren/apps/openwebui \
  /home/darren/.open-webui \
  -maxdepth 6 \
  -type f \
  \( -name 'webui.db' -o -name '*.sqlite' -o -name '*.sqlite3' \) \
  -printf '%p    %s bytes\n' 2>/dev/null

echo
echo "===== OPENWEBUI DIRECTORY ====="
du -sh /home/darren/apps/openwebui
ls -la /home/darren/apps/openwebui

This will identify:

  • The currently installed Open WebUI version
  • Its Python version
  • The exact database/data location
  • Whether it uses SQLite or an external database
  • Whether a persistent WEBUI_SECRET_KEY is configured
  • Anything special in the systemd service that must survive the upgrade

The current official release is Open WebUI v0.11.0, released July 27, 2026, and it includes a substantial interface redesign and new functionality. citeturn575355view1 The official pip upgrade command is ultimately pip install -U open-webui, but we will apply it specifically inside your existing venv only after identifying and copying the data. citeturn575355view0turn575355view2

Darren2026-07-31T02:16:13-07:00

darren@ougway:~/Desktop$ echo "===== OPENWEBUI SERVICE ====="
systemctl cat openwebui

echo
echo "===== SERVICE PROPERTIES ====="
systemctl show openwebui \
-p User \
-p Group \
-p WorkingDirectory \
-p ExecStart \
-p Environment \
–no-pager

echo
echo "===== PYTHON VERSION ====="
/home/darren/apps/openwebui/venv/bin/python –version

echo
echo "===== OPENWEBUI PACKAGE ====="
/home/darren/apps/openwebui/venv/bin/python -m pip show open-webui

echo
echo "===== RUNNING PROCESS ENVIRONMENT ====="
pid="$(systemctl show openwebui -p MainPID –value)"
ls -la /home/darren/apps/openwebui==="ll' -o -name '*.sqlite3' ) |HOME|PATH)='
===== OPENWEBUI SERVICE =====

/etc/systemd/system/openwebui.service

[Unit]
Description=Open WebUI (native, Python venv)
After=network.target

[Service]
Type=simple
WorkingDirectory=/home/darren/apps/openwebui

FORCE GOOD IMAGE CONFIG EVERY BOOT

Environment=ENABLE_PERSISTENT_CONFIG=False
Environment=ENABLE_IMAGE_GENERATION=True
Environment=IMAGE_GENERATION_ENGINE=automatic1111
Environment=AUTOMATIC1111_BASE_URL=http://192.168.254.14:7860

ExecStart=/home/darren/apps/openwebui/venv/bin/open-webui serve –host 0.0.0.0 >
Restart=on-failure
User=darren
Group=darren
Environment=PYTHONUNBUFFERED=1

[Install]
lines 1-23

ChatGPT2026-07-31T02:16:14-07:00 · gpt-5-6-thinking

The command block got pasted while systemctl cat had opened its pager. That is why the remaining commands were mangled and why you see:

lines 1-23

Press:

q

That exits the pager and returns to the normal prompt.

Then run these smaller blocks. The first disables the pager entirely:

SYSTEMD_PAGER=cat systemctl cat openwebui

Next, get the installed versions:

/home/darren/apps/openwebui/venv/bin/python --version
/home/darren/apps/openwebui/venv/bin/python -m pip show open-webui

Then display the service file without any truncation:

sudo sed -n '1,200p' /etc/systemd/system/openwebui.service

Then locate the database:

find /home/darren/apps/openwebui /home/darren/.open-webui \
  -type f \
  \( -name 'webui.db' -o -name '*.sqlite' -o -name '*.sqlite3' \) \
  -printf '%p    %s bytes\n' 2>/dev/null

And inspect the application directory:

du -sh /home/darren/apps/openwebui
ls -la /home/darren/apps/openwebui

One useful fact is already visible: this is a custom service with persistent Automatic1111 settings:

ENABLE_IMAGE_GENERATION=True
IMAGE_GENERATION_ENGINE=automatic1111
AUTOMATIC1111_BASE_URL=http://192.168.254.14:7860

We need to preserve those settings exactly during the upgrade. The apparent > at the end of the ExecStart line is probably pager display truncation, not necessarily an actual damaged service line; sed will show the real contents.

Darren2026-07-31T02:17:50-07:00

Before we go into what to do after Q, it finished when I hit Q, actually. So I'm gonna paste that here first.

ChatGPT2026-07-31T02:17:52-07:00 · gpt-5-6-thinking

Go ahead and paste the complete output that appeared after you pressed q. Don’t run the newer command blocks yet; I’ll read what already completed first.

Darren2026-07-31T02:18:03-07:00

darren@ougway:~/Desktop$ echo "===== OPENWEBUI SERVICE ====="
systemctl cat openwebui

echo
echo "===== SERVICE PROPERTIES ====="
systemctl show openwebui \
-p User \
-p Group \
-p WorkingDirectory \
-p ExecStart \
-p Environment \
–no-pager

echo
echo "===== PYTHON VERSION ====="
/home/darren/apps/openwebui/venv/bin/python –version

echo
echo "===== OPENWEBUI PACKAGE ====="
/home/darren/apps/openwebui/venv/bin/python -m pip show open-webui

echo
echo "===== RUNNING PROCESS ENVIRONMENT ====="
pid="$(systemctl show openwebui -p MainPID –value)"
ls -la /home/darren/apps/openwebui==="ll' -o -name '*.sqlite3' ) |HOME|PATH)='
===== OPENWEBUI SERVICE =====

/etc/systemd/system/openwebui.service

[Unit]
Description=Open WebUI (native, Python venv)
After=network.target

[Service]
Type=simple
WorkingDirectory=/home/darren/apps/openwebui

FORCE GOOD IMAGE CONFIG EVERY BOOT

Environment=ENABLE_PERSISTENT_CONFIG=False
Environment=ENABLE_IMAGE_GENERATION=True
Environment=IMAGE_GENERATION_ENGINE=automatic1111
Environment=AUTOMATIC1111_BASE_URL=http://192.168.254.14:7860

ExecStart=/home/darren/apps/openwebui/venv/bin/open-webui serve –host 0.0.0.0 >
Restart=on-failure
User=darren
Group=darren
Environment=PYTHONUNBUFFERED=1

[Install]

===== SERVICE PROPERTIES =====
ExecStart={ path=/home/darren/apps/openwebui/venv/bin/open-webui ; argv[]=/home/darren/apps/openwebui/venv/bin/open-webui serve –host 0.0.0.0 –port 8080 ; ignore_errors=no ; start_time=[n/a] ; stop_time=[n/a] ; pid=0 ; code=(null) ; status=0/0 }
Environment=ENABLE_PERSISTENT_CONFIG=False ENABLE_IMAGE_GENERATION=True IMAGE_GENERATION_ENGINE=automatic1111 AUTOMATIC1111_BASE_URL=http://192.168.254.14:7860 PYTHONUNBUFFERED=1
WorkingDirectory=/home/darren/apps/openwebui
User=darren
Group=darren

===== PYTHON VERSION =====
Python 3.11.9

===== OPENWEBUI PACKAGE =====
Name: open-webui
Version: 0.6.36
Summary: Open WebUI
Home-page:
Author:
Author-email: Timothy Jaeryang Baek <tim@openwebui.com>
License: Copyright (c) 2023-2025 Timothy Jaeryang Baek (Open WebUI)
All rights reserved.

Redistribution and use in source and binary forms, with or without
modification, are permitted provided that the following conditions are met:

  1. Redistributions of source code must retain the above copyright notice, this
    list of conditions and the following disclaimer.

  2. Redistributions in binary form must reproduce the above copyright notice,
    this list of conditions and the following disclaimer in the documentation
    and/or other materials provided with the distribution.

  3. Neither the name of the copyright holder nor the names of its
    contributors may be used to endorse or promote products derived from
    this software without specific prior written permission.

  4. Notwithstanding any other provision of this License, and as a material condition of the rights granted herein, licensees are strictly prohibited from altering, removing, obscuring, or replacing any "Open WebUI" branding, including but not limited to the name, logo, or any visual, textual, or symbolic identifiers that distinguish the software and its interfaces, in any deployment or distribution, regardless of the number of users, except as explicitly set forth in Clauses 5 and 6 below.

  5. The branding restriction enumerated in Clause 4 shall not apply in the following limited circumstances: (i) deployments or distributions where the total number of end users (defined as individual natural persons with direct access to the application) does not exceed fifty (50) within any rolling thirty (30) day period; (ii) cases in which the licensee is an official contributor to the codebase—with a substantive code change successfully merged into the main branch of the official codebase maintained by the copyright holder—who has obtained specific prior written permission for branding adjustment from the copyright holder; or (iii) where the licensee has obtained a duly executed enterprise license expressly permitting such modification. For all other cases, any removal or alteration of the "Open WebUI" branding shall constitute a material breach of license.

  6. All code, modifications, or derivative works incorporated into this project prior to the incorporation of this branding clause remain licensed under the BSD 3-Clause License, and prior contributors retain all BSD-3 rights therein; if any such contributor requests the removal of their BSD-3-licensed code, the copyright holder will do so, and any replacement code will be licensed under the project's primary license then in effect. By contributing after this clause's adoption, you agree to the project's Contributor License Agreement (CLA) and to these updated terms for all new contributions.

THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
Location: /home/darren/apps/openwebui/venv/lib/python3.11/site-packages
Requires: accelerate, aiocache, aiofiles, aiohttp, alembic, anthropic, apscheduler, argon2-cffi, asgiref, async-timeout, authlib, azure-ai-documentintelligence, azure-identity, azure-storage-blob, bcrypt, black, boto3, chromadb, cryptography, ddgs, docx2txt, einops, fake-useragent, fastapi, faster-whisper, fpdf2, ftfy, google-api-python-client, google-auth-httplib2, google-auth-oauthlib, google-cloud-storage, google-genai, google-generativeai, googleapis-common-protos, httpx, itsdangerous, langchain, langchain-community, ldap3, loguru, markdown, mcp, nltk, onnxruntime, openai, opencv-python-headless, openpyxl, opensearch-py, pandas, peewee, peewee-migrate, pillow, psutil, pyarrow, pycrdt, pydantic, pydub, pyjwt, pymdown-extensions, pymysql, pypandoc, pypdf, python-jose, python-multipart, python-pptx, python-socketio, pytube, pyxlsb, rank-bm25, rapidocr-onnxruntime, redis, requests, restrictedpython, sentence-transformers, sentencepiece, soundfile, sqlalchemy, starlette-compress, starsessions, tiktoken, transformers, unstructured, uvicorn, validators, xlrd, youtube-transcript-api
Required-by:

===== RUNNING PROCESS ENVIRONMENT =====
PID: 1719
[sudo] password for darren:
PATH=/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/snap/bin
HOME=/home/darren

===== POSSIBLE DATABASE FILES =====

===== OPENWEBUI DIRECTORY =====
9.2G /home/darren/apps/openwebui
total 20
drwxrwxr-x 3 darren darren 4096 Nov 17 2025 .
drwxrwxr-x 3 darren darren 4096 Nov 17 2025 ..
-rw-rw-r– 1 darren darren 7 Nov 17 2025 .python-version
drwxrwxr-x 6 darren darren 4096 Nov 17 2025 venv
-rw-rw-r– 1 darren darren 16 Nov 17 2025 .webui_secret_key
darren@ougway:~/Desktop$ Yeah.

ChatGPT2026-07-31T02:18:04-07:00 · gpt-5-6-thinking

The service itself is intact, and the only missing piece is the actual Open WebUI data directory. I’m pinning that down before we touch the venv, because the 9.2 GB folder is mostly software packages, not necessarily your chats and settings.

ChatGPT2026-07-31T02:18:14-07:00 · gpt-5-6-thinking

Yes—the full output clears things up.

The service file is correct. The &gt; was only pager truncation; systemctl show confirms the real command ends with:

--host 0.0.0.0 --port 8080

We now know:

  • Open WebUI is 0.6.36
  • It runs under Python 3.11.9
  • It is a system service running as darren
  • Your Automatic1111 configuration is preserved in the service
  • A persistent secret key exists at:
    text
    /home/darren/apps/openwebui/.webui_secret_key
  • Neither DATA_DIR nor DATABASE_URL is explicitly set

The database search probably missed the file by one directory level. The earlier command used -maxdepth 6, while the likely location is nested this deeply:

venv/lib/python3.11/site-packages/open_webui/data/webui.db

Before upgrading, Open WebUI recommends backing up the persistent data because startup may perform database migrations. citeturn727792search1turn727792search10

Run this next inspection block:

OWUI_PACKAGE=&quot;/home/darren/apps/openwebui/venv/lib/python3.11/site-packages/open_webui&quot;

echo &quot;===== DATABASE FILES =====&quot;
find &quot;$OWUI_PACKAGE&quot; -type f \
  \( -name &#x27;webui.db&#x27; -o -name &#x27;*.sqlite&#x27; -o -name &#x27;*.sqlite3&#x27; \) \
  -printf &#x27;%p    %s bytes\n&#x27; 2&gt;/dev/null

echo
echo &quot;===== DATA DIRECTORIES =====&quot;
find &quot;$OWUI_PACKAGE&quot; -type d -name data -print 2&gt;/dev/null

echo
echo &quot;===== LIKELY DATA DIRECTORY =====&quot;
ls -lah &quot;$OWUI_PACKAGE/data&quot; 2&gt;/dev/null
du -sh &quot;$OWUI_PACKAGE/data&quot; 2&gt;/dev/null

This changes nothing. It should expose the database and the rest of the persistent data—uploads, vector data, caches, and related files. Once we see that location and size, we can move the persistent data outside the virtual environment, back it up, and explicitly set DATA_DIR. That will prevent future package upgrades from putting your chats and configuration at risk.

Darren2026-07-31T02:21:00-07:00

darren@ougway:~/Desktop$ OWUI_PACKAGE="/home/darren/apps/openwebui/venv/lib/python3.11/site-packages/open_webui"

echo "===== DATABASE FILES ====="
find "$OWUI_PACKAGE" -type f \
( -name 'webui.db' -o -name '.sqlite' -o -name '.sqlite3' ) \
-printf '%p %s bytes\n' 2>/dev/null

echo
echo "===== DATA DIRECTORIES ====="
find "$OWUI_PACKAGE" -type d -name data -print 2>/dev/null

echo
echo "===== LIKELY DATA DIRECTORY ====="
ls -lah "$OWUI_PACKAGE/data" 2>/dev/null
du -sh "$OWUI_PACKAGE/data" 2>/dev/null
===== DATABASE FILES =====
/home/darren/apps/openwebui/venv/lib/python3.11/site-packages/open_webui/data/vector_db/chroma.sqlite3 1486848 bytes
/home/darren/apps/openwebui/venv/lib/python3.11/site-packages/open_webui/data/webui.db 23965696 bytes

===== DATA DIRECTORIES =====
/home/darren/apps/openwebui/venv/lib/python3.11/site-packages/open_webui/data

===== LIKELY DATA DIRECTORY =====
total 23M
drwxrwxr-x 5 darren darren 4.0K Jun 23 20:48 .
drwxrwxr-x 15 darren darren 4.0K Nov 17 2025 ..
drwxrwxr-x 5 darren darren 4.0K Nov 17 2025 cache
-rw-rw-r– 1 darren darren 50 Nov 17 2025 readme.txt
drwxrwxr-x 2 darren darren 4.0K Jun 18 17:25 uploads
drwxrwxr-x 6 darren darren 4.0K Jul 31 01:38 vector_db
-rw-r–r– 1 darren darren 23M Jun 23 20:48 webui.db
429M /home/darren/apps/openwebui/venv/lib/python3.11/site-packages/open_webui/data
darren@ougway:~/Desktop$

ChatGPT2026-07-31T02:21:01-07:00 · gpt-5-6-thinking

We found the critical piece: your chats and vector data are embedded inside the virtual environment. The safest next move is to relocate that 429 MB data directory before upgrading anything.

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