Data and AI struggles

1,348 problems · 309 companies

MLOps

Trouble with Hugging Face eager

2 posts from 2 people2d activeSteady, +1 this weekunverified

Posts per day

Posts per day2 posts, Sep 29 to Oct 29

The posts behind it

GitHub issueshuggingface/transformers · transformers-dashboard-ci[bot]Oct 27

Gemma3n: Flash Attention 2 vs eager attention mismatch in 3 tests (2.1% elements differ, max abs diff 0.109)

...but the test failed on main after it) ### Reproduction Not run locally; derived from the failing test source and traceback. 3 failing CI tests in `gemma3n`, all with `AssertionError: Tensor-likes are not close!`: -...

GitHub issueshuggingface/transformers · fxmarty-amdSep 29

[eager MOE] Selected expert IDs should probably not be treated as 0-d GPU tensors

### System Info ### Who can help? @ArthurZucker @Cyrilvallez ### Information - [x] The official example scripts - [ ] My own modified scripts ### Tasks - [x] An officially supported task in the `examples` folder (such as GLUE/SQuAD, ...) - [ ] My own task or dataset (give...

8 replies

Companies and products named

2 posts
2 posts
1 post
1 post
About this problem

Evidence

2 posts from 2 people in 1 place, about 1 a week over 29 days. Mostly on huggingface/transformers. Tools named alongside: PyTorch, GitHub, NVIDIA, AWS.

Frustration Frustration 0 of 3· Seen on GitHub issues

How it was grouped

Posts about Hugging Face with no known issue, sharing the word "eager". First post Sep 29, 2026, latest Oct 27, 2026. Unverified: fewer than 3 posts, or one person or place only. Method

Other Hugging Face problems

Hugging Face upgrades break working setups

11 posts from 10 people on GitHub issues, Reddit, Community forums.

Hugging Face users keep filing bugs

Top post: "Issues with multiple spaces stuck with No @spaces.GPU function detected during startup", one of 45 posts from 36 people on GitHub issues, Community forums, Stack Overflow.

Running Hugging Face locally hits memory and speed limits

12 posts from 11 people on GitHub issues, Reddit.

Fine-tuning Hugging Face is costly and unpredictable

7 posts from 7 people on GitHub issues, Reddit.

Trouble with Hugging Face token

Top post: "<|image|> token has special=False in Rust tokenizer backend, should it be True?", one of 5 posts from 5 people on GitHub issues.

Trouble with Hugging Face generate

Top post: "prefill_chunk_size drops image inputs, VLMs generate without the image", one of 6 posts from 5 people on GitHub issues, Community forums.

Trouble with Hugging Face torch

Top post: "import transformers spends 1-3 s in an eager importlib.metadata.packages_distributions() when torch >= 2.14", one of 4 posts from 4 people on GitHub issues.

Trouble with Hugging Face docs

Top post: "Translating docs to <languageName>", one of 4 posts from 3 people on GitHub issues.

Trouble with Hugging Face trainer

Top post: "Trainer counts fp16 steps skipped by GradScaler as completed update steps (`global_step`, `max_steps`,", one of 3 posts from 2 people on GitHub issues.

Trouble with Hugging Face gemma

Top post: "gemma 4 can not load audio file and produce Audio features and audio tokens do not match, tokens: 31,", one of 3 posts from 3 people on GitHub issues.

Trouble with Hugging Face size

Top post: "Inkling-Small: width of the routed experts resolves to 3072 instead of 2048 (moe_intermediate_size is never", one of 3 posts from 3 people on GitHub issues.

Hugging Face integrations break or are missing

2 posts from 1 person on GitHub issues. Unverified.

History

First seen with 2 posts; the top post now: "Selected expert IDs should probably not be treated as 0-d GPU tensors".

Oct 29, 2026