huggingface/transformers
Name variants transformers
Source evidence and collection history for huggingface/transformers.
This explanation quotes or summarizes the cited source record. Saving creates a bookmark on this device, with no automatic account sync.
- First observed in our collection
- Oct 10, 2026, 7:55 AM UTC
- Earliest cited publication
- Oct 29, 2018, 1:56 PM UTC
- Last observed
- Nov 5, 2026, 12:15 PM UTC
Evidence in the last complete seven days
- Source mentions
- 61 Previous seven days 47
- Distinct sources
- 1 Previous 1
- Comparable growth
- Not comparable
- Ranking appearances
- 0
Collection observations and undated records are separate from dated publication counts. Observed in 7d：70 · Undated records：0
Collection coverage · Limited historyCurrent / previous observed days 7 / 3
Counts use complete UTC days. First observed means first seen by this collection, not when a term was coined.
Current window：2026-10-29 → 2026-11-05 (end excluded) · History 11 days
| Source | Current days | Previous days | Last success |
|---|---|---|---|
| arXiv | 6 | 3 | Nov 5, 2026, 10:00 AM UTC |
| arXiv | 7 | 2 | Nov 5, 2026, 10:01 AM UTC |
| Ask HN | 7 | 3 | Nov 5, 2026, 3:00 PM UTC |
| Ask HN | 7 | 3 | Nov 5, 2026, 2:30 PM UTC |
| Ask HN | 7 | 3 | Nov 5, 2026, 3:00 PM UTC |
| Ask HN | 7 | 3 | Nov 5, 2026, 3:00 PM UTC |
| GitHub | 7 | 3 | Nov 5, 2026, 12:15 PM UTC |
| GitHub Issues | 7 | 3 | Nov 5, 2026, 10:01 AM UTC |
| GitHub Releases | 7 | 1 | Nov 5, 2026, 12:00 PM UTC |
| GitHub | 7 | 3 | Nov 5, 2026, 2:30 PM UTC |
| GitHub Issues | 7 | 3 | Nov 5, 2026, 10:01 AM UTC |
| GitHub Releases | 7 | 3 | Nov 5, 2026, 3:14 PM UTC |
| GitHub | 7 | 3 | Nov 5, 2026, 2:30 PM UTC |
| GitHub Issues | 7 | 3 | Nov 5, 2026, 10:01 AM UTC |
| GitHub Releases | 7 | 3 | Nov 5, 2026, 3:14 PM UTC |
| GitHub Discovery | 0 | 0 | Nov 5, 2026, 3:13 PM UTC |
| GitHub Trending | 7 | 3 | Nov 5, 2026, 3:14 PM UTC |
| 7 | 2 | Nov 5, 2026, 10:00 AM UTC | |
| Hugging Face | 7 | 2 | Nov 5, 2026, 8:15 AM UTC |
| Hugging Face Spaces | 0 | 0 | Nov 5, 2026, 3:13 PM UTC |
| Hacker News | 7 | 3 | Nov 5, 2026, 12:45 PM UTC |
| Hacker News | 7 | 3 | Nov 5, 2026, 3:30 PM UTC |
| Hacker News | 7 | 3 | Nov 5, 2026, 3:30 PM UTC |
| Hacker News | 0 | 0 | Nov 5, 2026, 3:13 PM UTC |
| Show HN | 0 | 0 | Nov 5, 2026, 3:13 PM UTC |
| MIT News | 7 | 2 | Nov 5, 2026, 10:01 AM UTC |
| OpenAI | 7 | 3 | Nov 5, 2026, 11:30 AM UTC |
| Product Hunt | 7 | 3 | Nov 5, 2026, 12:45 PM UTC |
| 量子位 | 7 | 3 | Nov 4, 2026, 10:15 AM UTC |
| OpenRouter | 0 | 0 | Nov 5, 2026, 3:41 PM UTC |
| Hugging Face Models | 0 | 0 | Nov 5, 2026, 3:41 PM UTC |
| HF Daily Papers | 0 | 0 | Nov 5, 2026, 3:41 PM UTC |
| OpenRouter | 0 | 0 | Nov 5, 2026, 3:41 PM UTC |
| SEC EDGAR | 7 | 3 | Nov 5, 2026, 10:30 AM UTC |
| Sequoia Capital | 7 | 2 | Nov 5, 2026, 10:00 AM UTC |
| Simon Willison | 0 | 0 | Nov 5, 2026, 3:13 PM UTC |
| TechCrunch | 7 | 3 | Nov 5, 2026, 2:30 PM UTC |
| Contracts Finder | 7 | 3 | Nov 5, 2026, 10:00 AM UTC |
| V2EX | 7 | 3 | Nov 5, 2026, 2:30 PM UTC |
- Counts describe monitored public sources, not the whole web or search demand.
- Both weeks need adequate, comparable collection coverage.
Daily history · up to 90 days
Bars show dated source mentions. The latest UTC day may be incomplete. Zero mentions and missing collection coverage are different conditions.
Dotted markers indicate days with no record. They are not counted as zero mentions.
View accessible daily data
| UTC date | Mentions | Sources | Observations | Ranking appearances |
|---|---|---|---|---|
| 2026-08-10 | 1 | 1 | 0 | 0 |
| 2026-08-11 · No record | — | — | — | — |
| 2026-08-12 · No record | — | — | — | — |
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| 2026-08-19 | 1 | 1 | 0 | 0 |
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| 2026-08-24 · No record | — | — | — | — |
| 2026-08-25 · No record | — | — | — | — |
| 2026-08-26 | 2 | 1 | 0 | 0 |
| 2026-08-27 · No record | — | — | — | — |
| 2026-08-28 · No record | — | — | — | — |
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| 2026-09-10 | 1 | 1 | 0 | 0 |
| 2026-09-11 · No record | — | — | — | — |
| 2026-09-12 · No record | — | — | — | — |
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| 2026-09-14 · No record | — | — | — | — |
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| 2026-09-26 · No record | — | — | — | — |
| 2026-09-27 · No record | — | — | — | — |
| 2026-09-28 · No record | — | — | — | — |
| 2026-09-29 · No record | — | — | — | — |
| 2026-09-30 | 1 | 1 | 0 | 0 |
| 2026-10-01 · No record | — | — | — | — |
| 2026-10-02 · No record | — | — | — | — |
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| 2026-10-04 · No record | — | — | — | — |
| 2026-10-05 · No record | — | — | — | — |
| 2026-10-06 | 1 | 1 | 0 | 0 |
| 2026-10-07 · No record | — | — | — | — |
| 2026-10-08 · No record | — | — | — | — |
| 2026-10-09 | 5 | 1 | 0 | 0 |
| 2026-10-10 | 6 | 1 | 14 | 0 |
| 2026-10-11 | 4 | 1 | 7 | 0 |
| 2026-10-12 | 9 | 1 | 8 | 0 |
| 2026-10-13 | 6 | 1 | 7 | 0 |
| 2026-10-14 | 3 | 1 | 3 | 0 |
| 2026-10-15 | 10 | 1 | 9 | 0 |
| 2026-10-16 | 8 | 1 | 7 | 0 |
| 2026-10-17 | 7 | 1 | 7 | 0 |
| 2026-10-18 | 1 | 1 | 2 | 0 |
| 2026-10-19 | 9 | 1 | 8 | 0 |
| 2026-10-20 | 5 | 1 | 5 | 0 |
| 2026-10-21 | 4 | 1 | 4 | 0 |
| 2026-10-22 | 7 | 1 | 7 | 0 |
| 2026-10-23 | 12 | 1 | 5 | 0 |
| 2026-10-24 | 3 | 1 | 9 | 0 |
| 2026-10-25 | 4 | 1 | 2 | 0 |
| 2026-10-26 | 6 | 1 | 7 | 0 |
| 2026-10-27 | 7 | 1 | 7 | 0 |
| 2026-10-28 | 8 | 1 | 5 | 0 |
| 2026-10-29 | 9 | 1 | 6 | 0 |
| 2026-10-30 | 10 | 1 | 8 | 0 |
| 2026-10-31 | 8 | 1 | 13 | 0 |
| 2026-11-01 | 15 | 1 | 5 | 0 |
| 2026-11-02 | 4 | 1 | 12 | 0 |
| 2026-11-03 | 9 | 1 | 7 | 0 |
| 2026-11-04 | 6 | 1 | 19 | 0 |
| 2026-11-05 | 5 | 1 | 8 | 0 |
Source evidence
Sources in the evidence shown：GitHub Issues 30
GitHub Issues · Published Nov 5, 2026
Seq2SeqTrainer does not accept optimizer_cls_and_kwargs (supported by Trainer and listed in its docstring)
View source record →GitHub Issues · Published Nov 5, 2026
Tool schemas silently dropped during response parsing across text, multimodal pipelines and serving APIs
View source record →GitHub Issues · Published Nov 5, 2026
GLM-5.3-Flash: mHC `base`/`scale` load in bf16 although the checkpoint stores them in float32
View source record →GitHub Issues · Published Nov 5, 2026
WhisperFeatureExtractor: a sample's valid frame count depends on how much the batch pads it
View source record →GitHub Issues · Published Nov 5, 2026
`AuoModel` should map to base class
View source record →GitHub Issues · Published Nov 4, 2026
[serge] integration failure triage - 2026-11-04
View source record →GitHub Issues · Published Nov 4, 2026
Continuous batching: model support tracker
View source record →GitHub Issues · Published Nov 4, 2026
GLM-5.3-Flash: `f_a_proj`/`f_b_proj` are quantized to FP8 although the checkpoint keeps them in bf16
View source record →GitHub Issues · Published Nov 4, 2026
[RFC] Native adapt for Biren SUPA accelerator in transformers
View source record →GitHub Issues · Published Nov 4, 2026
DeepSeek-V4: beam search leaves HCA/CSA compression caches on the wrong beams
View source record →GitHub Issues · Published Nov 4, 2026
MiniMax-M3-VL: vision attention mixes images across samples in a batch
View source record →GitHub Issues · Published Nov 3, 2026
[serge] integration failure triage - 2026-11-03
View source record →GitHub Issues · Published Nov 3, 2026
Qwen VL models: reusing the cache gives new image tokens wrong positions
View source record →GitHub Issues · Published Nov 3, 2026
AudioClassificationPipeline defaults to softmax for regression and multi-label models, corrupting prediction scores
View source record →GitHub Issues · Published Nov 3, 2026
[BUG] Gemma 4 assistant models fail to build since KV sharing was formalized
View source record →GitHub Issues · Published Nov 3, 2026
ZeroShotObjectDetectionPipeline silently drops batched images and misroutes candidate labels
View source record →GitHub Issues · Published Nov 3, 2026
Trainer no longer calls an overridden gradient_checkpointing_enable after the activation checkpointing rename
View source record →GitHub Issues · Published Nov 3, 2026
Trainer: resume from a checkpoint for models sharded at load time (`DistributedConfig`)
View source record →GitHub Issues · Published Nov 3, 2026
Quantizing gpt-oss on load with `Mxfp4Config()` crashes its forward and saves noise
View source record →GitHub Issues · Published Nov 3, 2026
Docs: `hidden_states[-1]` of DINOv3 / ViT changed from post-norm to pre-norm in 4.57.2 (not in release notes or migration guide)
View source record →GitHub Issues · Published Nov 2, 2026
[serge] integration failure triage - 2026-11-02
View source record →GitHub Issues · Published Nov 2, 2026
QuantizedCache.crop() raises IndexError across FP8, Quanto and HQQ, breaking speculative decoding
View source record →GitHub Issues · Published Nov 2, 2026
Saving a gpt-oss loaded with `Mxfp4Config(dequantize=True)` loses the experts
View source record →GitHub Issues · Published Nov 2, 2026
PaddleOCR-VL: position embedding interpolation changed from align_corners=False to True
View source record →GitHub Issues · Published Nov 1, 2026
Add a calibration test for `WatermarkDetector`
View source record →GitHub Issues · Published Nov 1, 2026
[serge] integration failure triage - 2026-11-01
View source record →GitHub Issues · Published Nov 1, 2026
[Doge] `DogeCDMoE` router `.view(2, bsz * seq_len, -1)` mixes tokens: with `is_moe=True`, logits depend on future tokens and on other sequences in the batch
View source record →GitHub Issues · Published Nov 1, 2026
[Doge] `load_balancing_loss_func` multiplies expert loads (by expert id) with router probabilities in sorted rank order
View source record →GitHub Issues · Published Nov 1, 2026
`TopHLogitsWarper` does not implement the documented Top-H rule (it bounds the unnormalized partial entropy, and takes H(p) from the top 100 tokens only)
View source record →GitHub Issues · Published Nov 1, 2026
[CLAP] `ClapModel(return_loss=True)` computes the text-to-audio loss twice and never the audio-to-text loss
View source record →
Review priority 63 / 100
This score orders research candidates. It is not search volume, a forecast or verified commercial demand.
Evidence
30 / 30Distinct dated articles or first observations; repeat crawling adds nothing.
Publisher diversity
8 / 25Conservative owner grouping; syndicated copies count once.
Comparable change
0 / 20Comparable complete weeks only; no percentage from a zero baseline.
Recent evidence
14.7 / 15Latest publication or first observation, not repeated fetch time.
Name specificity
10 / 10Explicit entities and technical concepts outrank ambiguous acronyms.
Limitations and interpretation
- First observation is a collection milestone, not proof that a word or product is new to the world.
- Counts describe monitored public sources, not the whole web or search demand.
- First observed here is not the invention date of a name or idea.
- Candidates come from public titles, summaries and entity URLs, not verified full-text analysis.
- Owner grouping is conservative; undisclosed syndication may remain.
- Both weeks need adequate, comparable collection coverage.
- Sources behind this term changed or lack a comparable baseline.
- Recent evidence includes collection over three days after publication.
- Current evidence comes from one publisher or owner.