Problemsby GlyphServing models on Ollama is harder than it should be
6 posts from 6 people5d activeFading, +0 this week
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The posts behind it
[Cloud][Bug] Beam returns empty responses in OMP while the same model works via OpenCode Go
...in the same OMP client when accessed through OpenCode Go. This suggests a possible issue with Ollama Cloud's Beam inference serving, response serialization, or API compatibility. ## Error Message ## Steps to Reproduce 1. Configure OMP (oh-my-pi) to use Ollama Cloud as the model...
[Windows] Intermittent TCP connection resets during llama-server inference, even when bypassing the Ollama API (v0.40.4)
### What is the issue? ## Description I am experiencing intermittent HTTP connection resets when running local inference with Ollama on Windows. The issue occurs both through the Ollama API and when sending requests directly to the underlying `llama-server` HTTP endpoint....
Windows 11 — Inference server crashes with 0xC0000005 on RTX 5070 Ti
- Magnitude version: 0.2.9 - OS: Windows 11 - CPU: AMD Ryzen 7 7800X3D - GPU: NVIDIA RTX 5070 Ti 16GB - NVIDIA driver: 617.42 **Issue** Magnitude displays "Inference service is unavailable." Running `magnitude serve` repeatedly fails with: IcnExitedBeforeReady: Inference server...
Windows 10: brief visible PowerShell window when opening Ollama desktop 0.34.0
## Environment - Ollama desktop app 0.34.0, as reported in app.log. - Windows 10, build 19045. - Launched from the Windows Start menu. - Start menu shortcuts point directly to `ollama app.exe`; no PowerShell wrapper was found in those shortcuts. ## Observed behavior Opening...
VeloxML: an open-source engine to deploy and self-host open-source LLMs on your own cloud with scale-to-zero
...never leave your own cloud perimeter. Why VeloxML? Self-hosting LLMs in production is broken. Engineers and AI teams are forced to choose between two painful extremes: drowning in infrastructure plumbing (Kubernetes, Helm charts, custom CUDA Dockerfiles, and manual GPU...
[NEX Agent Co.] Add NEX A2A + x402 as transformer inference example
👋 NEX is the first A2A + x402 agent. 11 paid endpoints running Ollama models. 5 free data endpoints. 18+ on-chain identity NFTs on Base. Apache-2.0 across the stack. **Reciprocal ask:** add NEX Agent Co. (https://nexaitechau.github.io/, wallet...
Companies and products named
About this problem
Evidence
6 posts from 6 people in 4 places, about 1 a week over 55 days. Mostly on ollama/ollama, huggingface/transformers, r/mlops. Tools named alongside: GitHub, NVIDIA, Hugging Face, ChatGPT.
Frustration Frustration 0 of 3· Seen on GitHub issues, Reddit
How it was grouped
Posts that state a pain and match the "model-serving" rule about Ollama. First post Aug 31, 2026, latest Oct 24, 2026. Corroborated: 3 or more posts from 2 or more people or places. Method
The same problem elsewhere
Deploying and serving models is harder than training
16 posts from 16 people on GitHub issues, Reddit, Hacker News.
Serving models on MLflow is harder than it should be
15 posts from 14 people on GitHub issues.
Serving models on Hugging Face is harder than it should be
2 posts from 2 people on GitHub issues. Unverified.
Serving models on ChatGPT is harder than it should be
2 posts from 2 people on GitHub issues, Reddit. Unverified.
Serving models on OpenAI is harder than it should be
2 posts from 2 people on GitHub issues. Unverified.
Serving models on Google Cloud is harder than it should be
2 posts from 2 people on Reddit. Unverified.
Serving models on vLLM is harder than it should be
2 posts from 2 people on GitHub issues. Unverified.
Serving models on Claude is harder than it should be
2 posts from 2 people on GitHub issues. Unverified.
Other Ollama problems
Running Ollama locally hits memory and speed limits
47 posts from 45 people on GitHub issues, Reddit.
Ollama upgrades break working setups
21 posts from 17 people on GitHub issues.
Ollama error messages are cryptic
13 posts from 7 people on GitHub issues, Reddit.
Ollama runs out of context on real work
7 posts from 7 people on GitHub issues, Reddit.
Trouble with Ollama empty
Top post: "Ollama photo/label estimation returns empty JSON with reasoning models (gemma4, qwen3.6), request should send", one of 7 posts from 6 people on GitHub issues.
Trouble with Ollama mode
Top post: "auto-playback should read responses sentence by sentence while streaming, like call mode", one of 6 posts from 4 people on GitHub issues.
Trouble with Ollama pull
Top post: "Failed to pull `embeddinggemma-2:740m` on linux", one of 6 posts from 6 people on GitHub issues.
Trouble with Ollama local
Top post: "issue: MinerU local engine gets 401 from a MinerU 4.x server started with --api-key, even with the API key set", one of 4 posts from 4 people on GitHub issues.
Trouble with Ollama instead
Top post: "issue(a11y): pressing Enter on a notification's Dismiss button opens the chat instead of dismissing it", one of 4 posts from 3 people on GitHub issues.
Ollama fails to return valid structured output
4 posts from 3 people on GitHub issues.
Trouble with Ollama text
Top post: "Ollama Text Classifier modles slower under version 0.40.4 ?", one of 4 posts from 3 people on GitHub issues.
Trouble with Ollama crashes
Top post: "Vulkan backend: llama-server crashes (NTSTATUS 0xe06d7363) at model load on AMD Renoir iGPU (Ryzen 4700U,", one of 3 posts from 3 people on GitHub issues.
History