Data and AI struggles

1,730 problems · 342 companies

MLOps

GPU access, drivers and CUDA versions are painful

7 posts from 7 people7d activeSteady, +1 this week

Posts per day

Posts per day7 posts, Aug 28 to Nov 9

The posts behind it

GitHub issueshuggingface/transformers · harshaljanjaniNov 3

[BUG] Gemma 4 assistant models fail to build since KV sharing was formalized

### System Info * `transformers` version: `5.23.0.dev0` * Platform: `Linux-6.8.0-1070-gcp-x86_64-with-glibc2.35` * Python version: `3.12.13` * `huggingface_hub` version: `2.4.0` * `safetensors` version: `0.8.0` * `accelerate` version: `1.15.0` * PyTorch version (accelerator?):...

1 replies
GitHub issuescrewAIInc/crewAI · rkfshaktiNov 1

[BUG] Async native tools run on a per-call event loop, so caller-loop-bound resources fail under kickoff_async

### Description Async native tools lose the kickoff caller's event loop. When a crew is started with `kickoff_async()` (or `AgentExecutor.invoke_async()`), the sync lane runs in worker threads, and the native tool call path awaits the tool's coroutine via a bare `asyncio.run()`...

GitHub issuesggml-org/llama.cpp · Poqianhu7895Oct 25

[OOM] llama-server (2xV100 tensor-parallel, GGML_CUDA_NCCL) accumulates ~93GB shmem-rss; kernel OOM-kill under numactl membind

## Summary `llama-server` (custom ppc64le V100 build, `GGML_CUDA_NCCL=ON`) serving a large-context MoE model with 2-GPU tensor-split on cross-socket GPUs accumulates **~93 GB of shared-memory RSS (shmem-rss)**. When the service is NUMA-pinned via `numactl --membind`, the kernel...

GitHub issuesrun-llama/llama_index · anikeaty08Oct 18

[Bug]: AlephAlphaEmbedding ignores hosting, timeout, max_retries and verify_ssl constructor arguments

### Bug Description `AlephAlphaEmbedding.__init__` accepts `hosting`, `timeout`, `max_retries` and `verify_ssl`, but never passes them to `super().__init__`, so the corresponding pydantic fields keep their defaults (`None`, `None`, `10`, `True`). `_get_credential_kwargs` then...

1 replies
GitHub issuesopen-webui/open-webui · claytontavaresdanOct 15

feat(channels): outgoing webhooks and event subscriptions for bi-directional integrations

### Summary Open WebUI **Channels** currently support incoming webhooks (`POST /api/v1/channels/{id}/messages`), allowing external systems to push messages into a channel. However, there is no corresponding **Outgoing Webhooks** or **Event Subscription** mechanism. As a result,...

4 replies
GitHub issuesvllm-project/vllm · VariableDeclaredOct 9

[Bug]: DeepSeek-V4.1-Flash worker dies with `CUDA error: unspecified launch failure` during long-context decode with dspark spec decode (DP=3, TP=2, EP); Anthropic `/v1/messages` adapter then fails on the error chunk

### Your current environment ## Your current environment Environment ### Launch command (non-default args as logged by vLLM) Equivalent CLI: ## Model Input Dumps Scheduler output dumped by `dump_input.py` at crash time. Both crashes happened in a pure decode step (no new...

3 replies
Redditr/LocalLLaMA · u/WhahineSep 24

Dailychained PLX 88096 switches, Quad RTX 5070 Ti + Quad RTX 5060 Ti

...Australia, most everything else is from China 2-4 weeks shipping, if a cable or adapter doesn't work then more delays and i pay sales tax 15% at the border. Also these cases party trick is they can be bolted vertically so assuming I can manage rising heat that option saves a bit...

Companies and products named

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About this problem

Evidence

7 posts from 7 people in 7 places, about 1 a week over 41 days. Mostly on r/LocalLLaMA, vllm-project/vllm, open-webui/open-webui. Tools named alongside: NVIDIA, OpenAI, vLLM, Hugging Face.

Frustration Frustration 2 of 3· Seen on GitHub issues, Reddit

How it was grouped

Posts that state a pain and match the "gpu-access" rule. First post Sep 24, 2026, latest Nov 3, 2026. Corroborated: 3 or more posts from 2 or more people or places. Method

The same problem elsewhere

PyTorch GPU access and drivers are painful

14 posts from 14 people on GitHub issues.

NVIDIA GPU access and drivers are painful

12 posts from 12 people on GitHub issues, Mastodon, Reddit.

DeepSeek GPU access and drivers are painful

7 posts from 6 people on GitHub issues.

vLLM GPU access and drivers are painful

5 posts from 3 people on GitHub issues.

Claude Code GPU access and drivers are painful

3 posts from 3 people on GitHub issues.

Ollama GPU access and drivers are painful

3 posts from 3 people on Hacker News, Reddit, GitHub issues.

Chroma GPU access and drivers are painful

2 posts from 1 person on GitHub issues. Unverified.

Mistral GPU access and drivers are painful

2 posts from 2 people on GitHub issues. Unverified.

History

Momentum went from fading to steady.

Nov 7, 2026

Momentum went from steady to fading.

Nov 2, 2026

Momentum went from fading to steady.

Oct 29, 2026

Momentum went from steady to fading.

Oct 25, 2026

Momentum went from fading to steady.

Oct 18, 2026

Momentum went from steady to fading.

Oct 16, 2026

Corroborated: 3 or more posts from 2 or more people or places.

Oct 12, 2026

Momentum went from fading to steady.

Oct 12, 2026

Back to unverified: fewer than 3 posts from 2 people or places.

Oct 8, 2026

Momentum went from steady to fading.

Oct 5, 2026

Momentum went from rising to steady.

Oct 2, 2026

Momentum went from steady to rising.

Sep 28, 2026