Data and AI struggles

1,855 problems · 352 companies

MLOps

Fine-tuning GitHub is costly and unpredictable

3 posts from 3 people3d activeFading, +0 this week

Posts per day

Posts per day3 posts, Sep 13 to Nov 13

The posts behind it

Redditr/MachineLearning · u/bruno_pinto90Sep 30

Multi scan radar object classification on RadarScenes [P]

...architectures tested, suggests that the quality of the per-scan representation is the bottleneck than the particular mechanism used to aggregate the sequence.. Full report, every ablation, confusion matrix, coordinate frame reasoning:...

GitHub issueshuggingface/transformers · KhalidIbrahemSep 24

MusicGen: hub configs set decoder dropout=0.1 but the checkpoints were trained with 0 — train() doubles the loss and silently breaks fine-tuning

### System Info | item | value | | --- | --- | | transformers | 5.17.0 (latest release); also reproduced on 4.57.6 | | torch | 2.14.0 | | Python | 3.11.16 | | platform | macOS 26 (Darwin 25.6.0), Apple M5 Max, arm64 | | devices tested | cpu and mps - same result on both | |...

1 replies
Redditr/mlops · u/Monaim101Sep 13

Pacing the Frontier - Tahuna: AI Training Infrastructure, Now Open Source

...and MNIST.. Repository: https://github.com/TahunaLabs/tahuna-oss . If you think it sucks, excellent: fork it, fix it, and send a PR so it sucks less for everyone..

Companies and products named

3 posts
1 post
About this problem

Evidence

3 posts from 3 people in 3 places, about 1 a week over 18 days. Mostly on huggingface/transformers, r/mlops, r/MachineLearning. Tools named alongside: Hugging Face, Docker.

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

How it was grouped

Posts that state a pain and match the "fine-tuning" rule about GitHub. First post Sep 13, 2026, latest Sep 30, 2026. Corroborated: 3 or more posts from 2 or more people or places. Method

The same problem elsewhere

Fine-tuning is costly and results are unpredictable

12 posts from 12 people on Hacker News, Reddit, GitHub issues.

Fine-tuning Hugging Face is costly and unpredictable

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Fine-tuning Qwen is costly and unpredictable

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Fine-tuning llama.cpp is costly and unpredictable

4 posts from 4 people on GitHub issues, Hacker News.

Fine-tuning vLLM is costly and unpredictable

4 posts from 4 people on GitHub issues.

Fine-tuning PyTorch is costly and unpredictable

3 posts from 3 people on GitHub issues, Reddit.

Fine-tuning Claude is costly and unpredictable

3 posts from 3 people on Reddit, GitHub issues.

Fine-tuning NVIDIA is costly and unpredictable

3 posts from 3 people on GitHub issues.

Fine-tuning OpenAI is costly and unpredictable

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

Fine-tuning Gemini is costly and unpredictable

2 posts from 2 people on Reddit, GitHub issues. Unverified.

Fine-tuning ChatGPT is costly and unpredictable

2 posts from 2 people on Reddit, Hacker News. Unverified.

Fine-tuning Claude Code is costly and unpredictable

2 posts from 2 people on Reddit. Unverified.

Other GitHub problems

GitHub outages and slowdowns disrupt work

16 posts from 16 people on GitHub issues, Hacker News, Reddit.

Trouble with GitHub plugin

Top post: "Scheduling queue: gated pod group is requeued on events its gating plugin's QueueingHint skips", one of 6 posts from 5 people on GitHub issues.

Trouble with GitHub next

Top post: "Next Image component fails when a relative src redirects to an external image", one of 20 posts from 18 people on GitHub issues, Reddit.

Trouble with GitHub check

Top post: "E2E testing: check for goroutine leaks", one of 16 posts from 8 people on GitHub issues.

GitHub vulnerabilities are hard to triage and patch

13 posts from 12 people on GitHub issues, Glyph Ibis, Hacker News.

GitHub lock-in makes switching costly

13 posts from 11 people on GitHub issues.

Trouble with GitHub test

Top post: "Remove TestContext from test/integration/util and use ktesting.TContext instead", one of 12 posts from 8 people on GitHub issues, Reddit.

GitHub dependency conflicts break installs

12 posts from 9 people on GitHub issues, Hacker News.

GitHub rate limits and usage caps block work

11 posts from 10 people on GitHub issues, Hacker News.

Migrating to or off GitHub is slow and risky

11 posts from 11 people on GitHub issues, Hacker News.

GitHub deprecations force unplanned migrations

10 posts from 9 people on GitHub issues, Reddit.

RAG on GitHub returns irrelevant or missing context

10 posts from 8 people on GitHub issues, Reddit.

History

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

Oct 10, 2026

Momentum went from steady to fading.

Oct 2, 2026

First seen with 2 posts.

Sep 28, 2026