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huggingface/transformers
3,451,662,789
I_kwDOCUB6oc7NvDHF
41,141
https://github.com/huggingface/transformers/issues/41141
https://api.github.com/repos/huggingface/transformers/issues/41141
Need a concise example of Tensor Parallelism (TP) training using Trainer/SFTTrainer.
### Feature request I have checked the code and there are few places which talk about TP. I saw from_pretrained method for model contains tp_plan and device_mesh. I also checked that the TrainingArgument can take parallelism_config which defines the TP/CP plan along with FSDP. However, I am not able to successfully st...
closed
completed
false
10
[ "Documentation", "Feature request", "Tensor Parallel" ]
[]
2025-09-25T03:01:02Z
2026-06-22T12:23:53Z
2026-06-22T12:23:53Z
NONE
null
20260622T180028Z
2026-06-22T18:00:28Z
meet-minimalist
26,968,850
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huggingface/transformers
4,718,934,156
I_kwDOCUB6oc8AAAABGUU4jA
46,821
https://github.com/huggingface/transformers/issues/46821
https://api.github.com/repos/huggingface/transformers/issues/46821
[TimesFM 2.5]:`window_size` argument raises `AttributeError`
### System Info - `transformers` version: 5.13.0.dev0 - Platform: macOS-26.5.1-arm64-arm-64bit - Python version: 3.11.3 - Huggingface_hub version: 1.20.1 - Safetensors version: 0.8.0 - Accelerate version: 1.14.0 - Accelerate config: not found - DeepSpeed version: not installed - PyTorch version (accelerator?): 2.12...
open
null
false
0
[ "bug" ]
[ "kashif" ]
2026-06-22T17:14:08Z
2026-06-22T18:22:32Z
null
NONE
null
20260623T000022Z
2026-06-23T00:00:22Z
kanenorman
51,185,594
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User
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huggingface/transformers
4,719,212,671
I_kwDOCUB6oc8AAAABGUl4fw
46,822
https://github.com/huggingface/transformers/issues/46822
https://api.github.com/repos/huggingface/transformers/issues/46822
ZeRO-3 zero.Init does not partition composite minimax_m3_vl language submodule -> OOM on multi-GPU load
**Env:** transformers 5.12.1, deepspeed 0.18.9, torch 2.12.0+cu130, peft 0.19.1, bitsandbytes 0.49.2, accelerate 1.14.0; 8x B200 (178GB) / 2TB RAM; model MiniMaxAI/MiniMax-M3 (428B sparse MoE VL, minimax_m3_vl). Loading `AutoModelForImageTextToText.from_pretrained("MiniMaxAI/MiniMax-M3", torch_dtype=bf16)` under DeepS...
open
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[ "bug" ]
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2026-06-22T17:52:42Z
2026-06-23T18:38:19Z
null
NONE
null
20260624T000023Z
2026-06-24T00:00:23Z
trevorgordon981
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U_kgDOC4-cEQ
User
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huggingface/transformers
4,719,212,867
I_kwDOCUB6oc8AAAABGUl5Qw
46,823
https://github.com/huggingface/transformers/issues/46823
https://api.github.com/repos/huggingface/transformers/issues/46823
4-bit load_in_4bit + device_map='auto' + explicit max_memory still dispatches modules to CPU on a model that fits -> ValueError
**Env:** transformers 5.12.1, deepspeed 0.18.9, torch 2.12.0+cu130, peft 0.19.1, bitsandbytes 0.49.2, accelerate 1.14.0; 8x B200 (178GB) / 2TB RAM; model MiniMaxAI/MiniMax-M3 (428B sparse MoE VL, minimax_m3_vl). Loading MiniMax-M3 in 4-bit (nf4, double-quant) with `device_map="auto"` and `max_memory={i: "165GiB" for i...
open
null
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1
[]
[]
2026-06-22T17:52:44Z
2026-07-04T08:55:12Z
null
NONE
null
20260704T120019Z
2026-07-04T12:00:19Z
trevorgordon981
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huggingface/transformers
4,722,666,998
I_kwDOCUB6oc8AAAABGX4t9g
46,829
https://github.com/huggingface/transformers/issues/46829
https://api.github.com/repos/huggingface/transformers/issues/46829
[Bug] VideoPrismForVideoClassification returns last_hidden_state tensor as hidden_states in ImageClassifierOutput
### System Info - `transformers` version: 5.13.0.dev0 (main branch, local dev install) - Platform: Linux (WSL2, kernel 6.6.114.1-microsoft-standard-WSL2) - Python version: 3.14.4 - PyTorch version: 2.12.1+ ### Who can help? _No response_ ### Information - [ ] The official example scripts - [x] My own modified scri...
closed
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[ "bug" ]
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2026-06-23T04:40:35Z
2026-06-23T12:39:42Z
2026-06-23T12:39:42Z
CONTRIBUTOR
null
20260623T180016Z
2026-06-23T18:00:16Z
sharmax-vikas
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huggingface/transformers
4,723,272,401
I_kwDOCUB6oc8AAAABGYdq0Q
46,832
https://github.com/huggingface/transformers/issues/46832
https://api.github.com/repos/huggingface/transformers/issues/46832
[RT-DETR] TypeError in RTDetrModel.forward when num_feature_levels > len(backbone outputs)
### System Info transformers version: 5.12.1 Platform: Windows-10-10.0.26200-SP0 Python version: 3.11.9 PyTorch version: 2.12.1+cpu CUDA available: False Note: transformers env crashed for me on 5.12.1 (NameError: CompletionCreateParamsStreaming), so system info was collected manually. RTDetrForObjectDetection rais...
closed
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[ "bug" ]
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2026-06-23T06:34:53Z
2026-06-29T12:22:50Z
2026-06-29T12:22:50Z
CONTRIBUTOR
null
20260629T180016Z
2026-06-29T18:00:16Z
c1prk
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huggingface/transformers
4,726,318,405
I_kwDOCUB6oc8AAAABGbXlRQ
46,846
https://github.com/huggingface/transformers/issues/46846
https://api.github.com/repos/huggingface/transformers/issues/46846
[Qwen3.5] Missing `linear_attn` entries in `base_model_tp_plan` causes OOM and shape error at TP>1
### System Info (Manually generated, working on an experimental framework) transformers version: 5.12.1 Python version: 3.12.13 Huggingface_hub version: 1.20.1 Safetensors version: 0.8.0 Accelerate version: 1.14.0 Accelerate config: not found DeepSpeed version: not installed PyTorch version (accelerator?): 2.12.1 (NA)...
closed
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[ "bug" ]
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2026-06-23T13:29:27Z
2026-07-03T13:59:02Z
2026-07-03T13:59:02Z
MEMBER
null
20260703T180022Z
2026-07-03T18:00:22Z
tengomucho
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huggingface/transformers
4,728,139,667
I_kwDOCUB6oc8AAAABGdGvkw
46,851
https://github.com/huggingface/transformers/issues/46851
https://api.github.com/repos/huggingface/transformers/issues/46851
Qwen3.5 Does not work with variable length inputs using position_ids
### System Info The current implementation of Qwen3.5 linear attention assumes that user passes cu_seqlen arguments explicitly as opposed to just position_ids like older models. While the problem can be circumvented by passing these inputs, it becomes a problem in downstream packages (such as Verl) that assume the sam...
closed
completed
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[ "bug" ]
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2026-06-23T17:34:46Z
2026-06-24T16:20:46Z
2026-06-24T16:20:46Z
NONE
null
20260624T180019Z
2026-06-24T18:00:19Z
kolehma8
12,157,931
MDQ6VXNlcjEyMTU3OTMx
User
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huggingface/transformers
4,732,309,929
I_kwDOCUB6oc8AAAABGhFRqQ
46,858
https://github.com/huggingface/transformers/issues/46858
https://api.github.com/repos/huggingface/transformers/issues/46858
_prefill: cache.get_seq_length() returns device tensor, breaks slice arithmetic for static cache + torch.compile on non-CUDA backends
### System Info - transformers version: 5.5.3 - PyTorch version: 2.10.0 - Python version: 3.10.12 - OS: Linux (Ubuntu 22.04) - Device: CPU (using `torch.compile(backend="inductor")`) - Last working version: transformers 5.2.0 - First broken version: transformers 5.5.3 (where _prefill was introduced) ##...
closed
completed
false
6
[ "bug", "Code agent slop" ]
[]
2026-06-24T06:33:39Z
2026-06-25T12:42:46Z
2026-06-25T12:42:34Z
NONE
null
20260625T180018Z
2026-06-25T18:00:18Z
silicon-dispatch-100
26,684,651
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huggingface/transformers
4,736,244,948
I_kwDOCUB6oc8AAAABGk1c1A
46,868
https://github.com/huggingface/transformers/issues/46868
https://api.github.com/repos/huggingface/transformers/issues/46868
Sequence Parallelism Disabled for Evaluation
Hi, I am training a model with sequence parllelism as per these [docs](qwen 3.6 27b). I am run evals evals every 50 training steps, and encountered an OOM during my first eval step: ``` 2026-06-24T08:21:11.619Z | 2%\|▏ \| 50/2064 [1:12:45<49:41:22, 88.82s/it] -- | --   | 2026-06-24T08:21:11.619Z | {'loss': '0.6005', ...
open
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[]
2026-06-24T15:34:17Z
2026-06-24T18:19:40Z
null
NONE
null
20260625T000027Z
2026-06-25T00:00:27Z
amanichopra
42,814,002
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User
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huggingface/transformers
4,736,609,563
I_kwDOCUB6oc8AAAABGlLtGw
46,869
https://github.com/huggingface/transformers/issues/46869
https://api.github.com/repos/huggingface/transformers/issues/46869
YOLO model failing on multi GPU device map auto
### System Info Yolo model fails: ```python (Desktop) theo@arthur-brahms:~$ /home/theo/Desktop/.venv/bin/python /home/theo/Desktop/reachy/test-vision.py Loading weights: 100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████| 212/212 [00:00<00:00, 2564.02i...
open
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2
[ "bug" ]
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2026-06-24T16:25:08Z
2026-06-26T15:42:41Z
null
NONE
null
20260626T180014Z
2026-06-26T18:00:14Z
Carotterap
295,787,356
U_kgDOEaFbXA
User
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huggingface/transformers
1,669,574,064
I_kwDOCUB6oc5jg62w
22,786
https://github.com/huggingface/transformers/issues/22786
https://api.github.com/repos/huggingface/transformers/issues/22786
Implement a decode method in transformers.BasicTokenizer
### Feature request Transformers has provided a nice BasicTokenizer for basic tokenizing when we don't need BPE tokenizers. For data processing (like data format converting), it is better to offer a decode method for basic use. ### Motivation When doing data format converting in some data processing problems, we usu...
closed
completed
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3
[ "Feature request" ]
[]
2023-04-15T21:11:07Z
2026-06-25T06:44:30Z
2026-06-25T06:44:30Z
CONTRIBUTOR
null
20260625T120018Z
2026-06-25T12:00:18Z
jiangwangyi
39,762,734
MDQ6VXNlcjM5NzYyNzM0
User
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huggingface/transformers
4,742,221,542
I_kwDOCUB6oc8AAAABGqiO5g
46,877
https://github.com/huggingface/transformers/issues/46877
https://api.github.com/repos/huggingface/transformers/issues/46877
auto_docstring prints [ERROR] doc-lint diagnostics to stdout at import time
### System Info - `transformers` version: 5.13.0.dev0 - Platform: Windows-11-10.0.26200-SP0 - Python version: 3.13.11 - PyTorch version (GPU?): 2.12.0+cu132 (CUDA 13.2, GPU available: yes) - GPU: NVIDIA RTX 2000 Ada Generation Laptop GPU - Accelerate version: 1.14.0 - Safetensors version: 0.8.0 ### Who can help? @st...
closed
completed
false
2
[ "bug" ]
[]
2026-06-25T08:49:25Z
2026-06-25T14:56:10Z
2026-06-25T14:56:10Z
NONE
null
20260625T180018Z
2026-06-25T18:00:18Z
CalamitousFelicitousness
63,501,758
MDQ6VXNlcjYzNTAxNzU4
User
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huggingface/transformers
4,746,440,848
I_kwDOCUB6oc8AAAABGujwkA
46,894
https://github.com/huggingface/transformers/issues/46894
https://api.github.com/repos/huggingface/transformers/issues/46894
CohereASR training-loss double-shift bug (same pattern as Moonshine #46784)
### System Info - `transformers` version: 5.13.0.dev0 (main branch at commit dc5a497c18) - - Platform: Windows - - - Python version: 3.x - - - - Using GPU: N/A (code-level bug, not runtime) ### Who can help? @eustlb @ebezzam @vasqu ### Information - [x] The official example scripts - [ ] My own modified scripts #...
open
null
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1
[ "bug" ]
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2026-06-25T18:29:52Z
2026-07-05T16:12:30Z
null
CONTRIBUTOR
null
20260705T180020Z
2026-07-05T18:00:20Z
sharmax-vikas
175,734,208
U_kgDOCnl9wA
User
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huggingface/transformers
4,746,789,216
I_kwDOCUB6oc8AAAABGu5BYA
46,897
https://github.com/huggingface/transformers/issues/46897
https://api.github.com/repos/huggingface/transformers/issues/46897
Florence2 training-loss double-shift bug (same pattern as Moonshine #46784)
### System Info - `transformers` version: 5.13.0.dev0 (main branch at commit dc5a497c18) - - Platform: Windows - - - Python version: 3.x - - - - Using GPU: N/A (code-level bug, not runtime) ### Who can help? @zucchini-nlp @yonigozlan ### Information - [x] The official example scripts - [ ] My own modified scripts ...
closed
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0
[ "bug" ]
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2026-06-25T19:24:39Z
2026-06-29T10:51:17Z
2026-06-29T10:51:17Z
CONTRIBUTOR
null
20260629T120018Z
2026-06-29T12:00:18Z
sharmax-vikas
175,734,208
U_kgDOCnl9wA
User
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huggingface/transformers
4,746,887,182
I_kwDOCUB6oc8AAAABGu_ADg
46,899
https://github.com/huggingface/transformers/issues/46899
https://api.github.com/repos/huggingface/transformers/issues/46899
[Gemma4] Audio (and vision) processing broken with 4‑bit quantization due to unsafe dtype cast in multimodal embedders
### System Info - `transformers` version: 5.12.1 - `bitsandbytes` version: 0.49.2 - Platform: Linux, Python 3.13, CUDA 12.x - GPU: NVIDIA RTX 5090 - Quantization config: `BitsAndBytesConfig(load_in_4bit=True, bnb_4bit_quant_type="nf4", bnb_4bit_compute_dtype=torch.bfloat16, bnb_4bit_use_...
closed
completed
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2
[ "bug" ]
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2026-06-25T19:40:51Z
2026-06-26T13:09:35Z
2026-06-26T13:09:35Z
NONE
null
20260626T180014Z
2026-06-26T18:00:14Z
dukei
1,279,262
MDQ6VXNlcjEyNzkyNjI=
User
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huggingface/transformers
4,748,781,069
I_kwDOCUB6oc8AAAABGwymDQ
46,901
https://github.com/huggingface/transformers/issues/46901
https://api.github.com/repos/huggingface/transformers/issues/46901
PPFormulaNet training-loss double-shift: trains against labels[..., 1:] instead of labels
### System Info - `transformers` version: 5.13.0.dev0 (main, commit `c96378c413`) - Platform: macOS, Python 3.11 (code-level bug, no specific hardware required) ### Who can help? @yonigozlan @zucchini-nlp (PPFormulaNet / Florence2 area) ### Description `PPFormulaNetForConditionalGeneration.forward` builds `decoder...
open
null
false
0
[]
[]
2026-06-26T02:23:31Z
2026-06-26T02:23:31Z
null
NONE
null
20260626T060016Z
2026-06-26T06:00:16Z
OmkumarSolanki
144,753,825
U_kgDOCKDEoQ
User
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huggingface/transformers
4,750,295,040
I_kwDOCUB6oc8AAAABGyPAAA
46,906
https://github.com/huggingface/transformers/issues/46906
https://api.github.com/repos/huggingface/transformers/issues/46906
[serge] integration failure triage - 2026-06-26
<!-- serge-triage-run:integration-failure-triage:2026-06-26 --> Automated **integration-failure triage** for the daily CI window `2026-06-20 → 2026-06-26`. This issue was generated by AI-assisted automation. The grouping, summaries, and recommended follow-up can be incomplete or misleading; verify the failures before...
open
null
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1
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2026-06-26T07:52:15Z
2026-06-29T11:30:45Z
null
CONTRIBUTOR
null
20260629T120018Z
2026-06-29T12:00:18Z
github-actions[bot]
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Bot
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huggingface/transformers
4,750,425,129
I_kwDOCUB6oc8AAAABGyW8KQ
46,909
https://github.com/huggingface/transformers/issues/46909
https://api.github.com/repos/huggingface/transformers/issues/46909
broken documentation example for DIA
### System Info Documentation for DIA is a bit weird: https://huggingface.co/docs/transformers/model_doc/dia#generation-with-text - torch device does not exist - to device map auto does not exist ```python from transformers import AutoProcessor, DiaForConditionalGeneration model_checkpoint = "nari-labs/Dia-1.6B-0...
closed
completed
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3
[ "bug" ]
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2026-06-26T08:12:30Z
2026-06-26T18:22:10Z
2026-06-26T18:01:27Z
NONE
null
20260627T000016Z
2026-06-27T00:00:16Z
Carotterap
295,787,356
U_kgDOEaFbXA
User
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huggingface/transformers
2,919,858,677
I_kwDOCUB6oc6uCYH1
36,718
https://github.com/huggingface/transformers/issues/36718
https://api.github.com/repos/huggingface/transformers/issues/36718
Add RoMa keypoint matcher
### Model description RoMa is a state of the art deep keypoint detector and matcher. It falls in the "fully dense" matcher category, contrary to semi-dense matchers like LoFTR or Sparse matchers like Superpoint+SuperGlue. When you want the best performance when you do not have many limitation from speed or memory, ...
open
null
false
14
[ "New model", "Vision" ]
[]
2025-03-14T10:42:45Z
2026-06-30T05:01:31Z
null
NONE
null
20260630T060014Z
2026-06-30T06:00:14Z
tcourat
82,943,048
MDQ6VXNlcjgyOTQzMDQ4
User
false
huggingface/transformers
4,757,712,146
I_kwDOCUB6oc8AAAABG5TtEg
46,931
https://github.com/huggingface/transformers/issues/46931
https://api.github.com/repos/huggingface/transformers/issues/46931
ตัวจัดการบัญชีสำหรับ L. CHOMPHUPHUEN.io
<!-- Note: Please search to see if an issue already exists for the language you are trying to translate. --> Hi! Let's bring the documentation to all the <languageName>-speaking community 🌐 (currently 0 out of 267 complete) Who would want to translate? Please follow the 🤗 [TRANSLATING guide](https://github.com/hug...
closed
completed
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[ "WIP" ]
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2026-06-27T09:22:49Z
2026-06-27T15:05:39Z
2026-06-27T15:05:39Z
NONE
null
20260627T180026Z
2026-06-27T18:00:26Z
imgoingbacktheonlything239-ops
269,549,381
U_kgDOEBD_RQ
User
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huggingface/transformers
4,758,250,685
I_kwDOCUB6oc8AAAABG50kvQ
46,932
https://github.com/huggingface/transformers/issues/46932
https://api.github.com/repos/huggingface/transformers/issues/46932
[Gemma4] Fix dtype casting for quantized vision/audio embedders (same as #46904)
### System Info - `transformers` version: 4.52.0.dev0 (main branch) - - Platform: Linux - - - Python version: 3.10 - - - - PyTorch version: 2.x with bitsandbytes ### Who can help? @zucchini-nlp @SunMarc ### Information - [ ] The official example scripts - [x] My own modified scripts ### Tasks - [ ] An officially...
closed
completed
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1
[ "bug" ]
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2026-06-27T12:12:13Z
2026-07-03T12:21:54Z
2026-07-03T12:21:54Z
CONTRIBUTOR
null
20260703T180022Z
2026-07-03T18:00:22Z
sharmax-vikas
175,734,208
U_kgDOCnl9wA
User
false
huggingface/transformers
2,542,978,567
I_kwDOCUB6oc6XksYH
33,664
https://github.com/huggingface/transformers/issues/33664
https://api.github.com/repos/huggingface/transformers/issues/33664
Object detection training/fine-tuning for Owl-vit/Owlv2
### Feature request Currently the Owl-vit models support inference and CLIP-style contrastive pre-training, but don't provide a way to train (or fine-tune) the detection part of the model. According to [the paper](https://arxiv.org/pdf/2205.06230), detection training is similar to Detr. ### Motivation It would be re...
open
null
false
16
[ "Good Second Issue", "Feature request", "Vision" ]
[]
2024-09-23T15:16:57Z
2026-07-01T07:39:38Z
null
CONTRIBUTOR
null
20260701T120019Z
2026-07-01T12:00:19Z
catalys1
11,340,846
MDQ6VXNlcjExMzQwODQ2
User
false
huggingface/transformers
4,760,521,357
I_kwDOCUB6oc8AAAABG7_KjQ
46,940
https://github.com/huggingface/transformers/issues/46940
https://api.github.com/repos/huggingface/transformers/issues/46940
[serge] integration failure triage - 2026-06-27
<!-- serge-triage-run:integration-failure-triage:2026-06-27 --> Automated **integration-failure triage** for the daily CI window `2026-06-21 → 2026-06-27`. This issue was generated by AI-assisted automation. The grouping, summaries, and recommended follow-up can be incomplete or misleading; verify the failures before...
open
null
false
0
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[]
2026-06-28T00:36:29Z
2026-06-28T00:39:13Z
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[serge] integration failure triage - 2026-06-28
<!-- serge-triage-run:integration-failure-triage:2026-06-28 --> Automated **integration-failure triage** for the daily CI window `2026-06-22 → 2026-06-28`. This issue was generated by AI-assisted automation. The grouping, summaries, and recommended follow-up can be incomplete or misleading; verify the failures before...
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2026-06-29T00:38:07Z
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Failed to export PyTorch traced graph of Mixtral-8x7B-Instruct-v0.1 due to the PR #32429
### System Info Hi , I found the recently transformers 4.52.4 merged this PR https://github.com/huggingface/transformers/pull/32429 and it led me failed to run below code snippet which it could run successfully with 4.51.3. ```python import transformers import torch.export as te import torch from contextlib import ...
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2026-06-29T11:59:18Z
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[Qwen3] `create_masks_for_generate` return type change after #41251
### System Info `transformers env` throw an error. I catch the system info with pytorch tools. ``` PyTorch version: 2.14.0.dev20260623+xpu Is debug build: False CUDA used to build PyTorch: None ROCM used to build PyTorch: N/A OS: Ubuntu 26.04 LTS (x86_64) GCC version: (Ubuntu 15.2.0-16ubuntu1) 15.2.0 Clang version: 2...
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2026-06-29T15:03:41Z
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Add AstroCLIP model support
### Feature request I'd like to add AstroCLIP to Transformers. AstroCLIP is a CLIP-style dual encoder for astronomy data. It aligns galaxy image cutouts with galaxy spectra using a DINOv2 image encoder, a SpecFormer spectrum encoder, cross-attention pooling heads and a symmetric contrastive loss. Paper: https://hugg...
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2026-06-29T20:45:32Z
2026-07-02T11:54:55Z
2026-07-02T11:54:54Z
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[serge] integration failure triage - 2026-06-29
<!-- serge-triage-run:integration-failure-triage:2026-06-29 --> Automated **integration-failure triage** for the daily CI window `2026-06-23 → 2026-06-29`. This issue was generated by AI-assisted automation. The grouping, summaries, and recommended follow-up can be incomplete or misleading; verify the failures before...
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2026-06-30T00:36:50Z
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Add SuperCompress prompt compression for efficient inference
## SuperCompress: Open-Source Prompt Compression [SuperCompress](https://github.com/arjunkshah/supercompress) is a learned prompt compression library that reduces LLM token usage by ~65% using a ~5K parameter neural policy. **Why this matters for ML development:** - Practical ML deployment: a tiny model (~5K params) ...
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2026-06-30T04:07:18Z
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AutoProcessor.from_pretrained retries HTTP 429 responses multiple times for every config file when using HF_ENDPOINT
### System Info (uv run transformers env fails with name « CompletionCreateParamsStreaming » is not defined, but this is a separate issue) - transformers 5.12.1 - windows 11 ### Who can help? @Cyrilvallez ### Information - [x] The official example scripts - [ ] My own modified scripts ### Tasks - [x] An offi...
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2026-06-30T14:27:18Z
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Add RWKV7 model support
### Feature request ### Model description I would like to propose adding RWKV7 support to Transformers. RWKV7 is the latest generation of the RWKV recurrent language model family. It is a causal language model with recurrent state updates, but it is not compatible with the existing `rwkv` implementation in Transform...
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Add RWKV7 model support
### Model description I would like to propose adding RWKV7 support to Transformers. RWKV7 is the latest generation of the RWKV recurrent language model family. It is a causal language model with recurrent state updates, but it is not compatible with the existing `rwkv` implementation in Transformers, which targets ea...
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2026-06-30T21:45:42Z
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[serge] integration failure triage - 2026-06-30
<!-- serge-triage-run:integration-failure-triage:2026-06-30 --> Automated **integration-failure triage** for the daily CI window `2026-06-24 → 2026-06-30`. This issue was generated by AI-assisted automation. The grouping, summaries, and recommended follow-up can be incomplete or misleading; verify the failures before...
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2026-07-01T00:38:22Z
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Reporting a vulnerability
@Michellehbn @ArthurZucker need access to the Huggingface Private Bug Bounty Program https://hackerone.com/hugging_face I request the team to send me an invite for the Huggingface Private Bug Bounty Program My Hackerone username: raz_26 I had already email to the security team but not yet get any response Hope th...
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RTDetrLoss crashing with "ValueError: cost matrix is infeasible"
### System Info `transformers` version: 5.13.0.dev0 - Platform: Linux-6.6.87.2-microsoft-standard-WSL2-x86_64-with-glibc2.39 - Python version: 3.12.3 - Huggingface_hub version: 1.7.1 - Safetensors version: 0.8.0 - Accelerate version: 1.13.0 - Accelerate config: not found - DeepSpeed version: not installed - PyTorc...
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Add LoMa keypoint detector & matcher
### Model description LoMa revisits local (sparse) feature matching from a data-driven perspective. In particular, the authors focus on (i) curating a large and diverse training data mixture together with scalable training recipes for both descriptors and matchers, and (ii) increasing training compute along two axes: ...
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[serge] integration failure triage - 2026-07-01
<!-- serge-triage-run:integration-failure-triage:2026-07-01 --> Automated **integration-failure triage** for the daily CI window `2026-06-25 → 2026-07-01`. This issue was generated by AI-assisted automation. The grouping, summaries, and recommended follow-up can be incomplete or misleading; verify the failures before...
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2026-07-01T12:03:11Z
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Building AI-Automated Vulnerability Discovery Systems - Lessons from Using Advanced LLMs
Hi Hugging Face team, Transformers has been foundational to the AI revolution. I want to share how we're leveraging advanced language models for an unexpected application: **automated cybersecurity vulnerability discovery**. **Project**: 0day Rubbish **Repository**: https://github.com/Exploit-Garbage/0day-Rubbish ...
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XiaoMi MiMo
### Model description - https://huggingface.co/XiaomiMiMo/MiMo-V2-Flash/tree/main ### Open source status - [x] The model implementation is available - [x] The model weights are available ### Provide useful links for the implementation _No response_
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[xLSTM] Crash in train mode with return_last_states=False: backend returns bare tensor but xLSTMLayer always unpacks (h, state)
### System Info - `transformers` version: 5.12.1 (bug also present on current `main`) - Platform: Windows 11 (also reproducible on Linux) - Python version: 3.13 - PyTorch version: 2.11.0+cu128 ### Who can help? @vasqu @ArthurZucker ### Information - [ ] The official example scripts - [x] My own modified scripts #...
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2026-07-01T21:42:33Z
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null
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Novel Application of Transformers: AI-Automated Cybersecurity Vulnerability Discovery System
Hi Hugging Face team, Transformers has revolutionized NLP and beyond. I want to share an unexpected but impactful application: **using transformer-based LLMs for automated cybersecurity vulnerability discovery**. **Project**: 0day Rubbish **Repository**: https://github.com/Exploit-Garbage/0day-Rubbish **What We've...
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XLMRobertaTokenizer.__init__ passes dict to Unigram(vocab=...) expecting a Sequence
## System Info ``` transformers version: 5.12.1 tokenizers version: 0.22.2 platform: macOS (also reproduced on Linux) python version: 3.12 / 3.14 ``` ## Who can help? @ArthurZucker @itazap ## Information - [x] My own modified scripts ## Tasks - [x] My own task or dataset (give details below) ## Reproduction PR...
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2026-07-02T08:54:20Z
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https://api.github.com/repos/huggingface/transformers/issues/47030
FineGrainedFP8 DeepGEMM path returns silently wrong results on SM100 (UE8M0 scale rounding without requantization)
## System info - transformers 5.12.1, torch 2.10.0+cu130, kernels 0.12.3 - Hub kernel: `kernels-community/deep-gemm`, pinned version 2 (rev `9590415046fa`, internal `__version__` 2.5.0) - GPU: NVIDIA B200 (SM100), CUDA 13.0 - Model: `Qwen/Qwen3-4B-FP8` (fine-grained FP8, dynamic activation scheme, fp32 `weight_scale_i...
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https://api.github.com/repos/huggingface/transformers/issues/47031
Checkpoint conversion silently loads transposed fused-expert weights when the swapped dims are equal (Transpose(check_dims=True), qwen3_vl_moe)
### System info transformers 5.12.1 (code-identical on `main` as of 2026-07-02: `core_model_loading.py` `Transpose.convert`, `conversion_mapping.py` qwen3_vl_moe entries), torch 2.11.0. CPU-only repro. ### Bug `Transpose(1, 2, check_dims=True)` — used by the qwen3_vl_moe conversion to accept both the legacy pre-gro...
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2026-07-02T22:14:35Z
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2026-07-03T18:00:22Z
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https://api.github.com/repos/huggingface/transformers/issues/47036
Community benchmark tip
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2026-07-02T23:48:33Z
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https://api.github.com/repos/huggingface/transformers/issues/47037
[serge] integration failure triage - 2026-07-02
<!-- serge-triage-run:integration-failure-triage:2026-07-02 --> Automated **integration-failure triage** for the daily CI window `2026-06-26 → 2026-07-02`. This issue was generated by AI-assisted automation. The grouping, summaries, and recommended follow-up can be incomplete or misleading; verify the failures before...
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2026-07-03T00:31:21Z
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https://api.github.com/repos/huggingface/transformers/issues/47039
GenerationConfig serializes ContinuousBatchingConfig as null
### System Info Observed on the local development checkout used for PR #47038: ```text transformers main branch at 9d011e8375ab802f1b9ada2d488af35232f6dd3e Python 3.12 in a local conda environment on Windows ``` Relevant local validation for the proposed fix has passed: ```text python -m pytest tests/generation/tes...
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2026-07-03T09:48:39Z
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https://api.github.com/repos/huggingface/transformers/issues/47049
[serge] integration failure triage - 2026-07-03
<!-- serge-triage-run:integration-failure-triage:2026-07-03 --> Automated **integration-failure triage** for the daily CI window `2026-06-27 → 2026-07-03`. This issue was generated by AI-assisted automation. The grouping, summaries, and recommended follow-up can be incomplete or misleading; verify the failures before...
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2026-07-04T00:30:38Z
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https://api.github.com/repos/huggingface/transformers/issues/47050
CanineModel fp16 ONNX export fails with dtype mismatch in attention (expected scalar type Float but found Half)
### System Info - `transformers` version: 5.12.1 - Platform: Linux-6.18.18-trim-x86_64-with-glibc2.41 - Python version: 3.12.13 - Huggingface_hub version: 1.22.0 - Safetensors version: 0.8.0 - Accelerate version: 1.14.0 - Accelerate config: not found - DeepSpeed version: not installed - PyTorch version (accelerator...
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47,053
https://github.com/huggingface/transformers/issues/47053
https://api.github.com/repos/huggingface/transformers/issues/47053
[serge] integration failure triage - 2026-07-04
<!-- serge-triage-run:integration-failure-triage:2026-07-04 --> Automated **integration-failure triage** for the daily CI window `2026-06-28 → 2026-07-04`. This issue was generated by AI-assisted automation. The grouping, summaries, and recommended follow-up can be incomplete or misleading; verify the failures before...
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2026-07-04T07:33:00Z
2026-07-05T00:31:25Z
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20260705T060022Z
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huggingface/transformers
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https://github.com/huggingface/transformers/issues/47059
https://api.github.com/repos/huggingface/transformers/issues/47059
tests/cli fail with huggingface_hub 1.22.0: 'HFCliTyperGroup' object has no attribute '_add_completion':
### System Info transformers: main (5.14.0.dev0) huggingface_hub: 1.22.0 typer: 0.26.8 / click: 8.4.2 (also reproduces with typer 0.24.1) Python 3.10 (CI docker image) — also reproduced on Python 3.11 / Windows Note: `transformers env` itself crashes with this bug, so output is unavailable. ### Who can help? _No res...
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2026-07-04T08:56:14Z
2026-07-04T09:54:26Z
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20260704T120019Z
2026-07-04T12:00:19Z
Madhav-000-s
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https://github.com/huggingface/transformers/issues/47065
https://api.github.com/repos/huggingface/transformers/issues/47065
DeformableDetrHungarianMatcher and LwDetrHungarianMatcher crash on non-finite cost matrices ("cost matrix is infeasible")
### System Info - `transformers` 5.14.0.dev0 (main) - PyTorch 2.x - Reproduces on CPU; originally hit on GPU with AMP ### Who can help? @guarin @yonigozlan ### Description Same failure mode as #47000 (RT-DETR), but in two more Hungarian matchers that are still unguarded on `main`. Under AMP/fp16 the sigmoid focal ...
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2026-07-04T11:21:32Z
2026-07-04T11:21:32Z
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2026-07-04T12:00:19Z
MutugiD
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huggingface/transformers
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47,067
https://github.com/huggingface/transformers/issues/47067
https://api.github.com/repos/huggingface/transformers/issues/47067
[i18n-<languageCode>] Translating docs to <languageName>
Hi! I’m a native Japanese speaker and I’d like to help translate the Japanese documentation. Can I work on docs/source/en/model_doc/distilbert.md? I’ll add the Japanese version under docs/source/ja/model_doc/ and update docs/source/ja/_toctree.yml.
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2026-07-04T12:21:47Z
2026-07-04T12:21:47Z
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20260704T180019Z
2026-07-04T18:00:19Z
VIUK-XV
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huggingface/transformers
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47,070
https://github.com/huggingface/transformers/issues/47070
https://api.github.com/repos/huggingface/transformers/issues/47070
ASR pipeline: unconditional torchcodec import crashes on broken torchcodec installs
### System Info - transformers 5.12.1, torch 2.10.0, torchcodec 0.14.0 (installed as a dependency of pyannote-audio 4.0.7) - macOS 15.6 (arm64), Python 3.11.12 - Same failure mode applies to any platform where the installed torchcodec cannot be imported. ### Reproduction `AutomaticSpeechRecognitionPipeline.preproces...
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2026-07-04T15:08:32Z
2026-07-04T15:08:32Z
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2026-07-04T18:00:19Z
evnsnclr
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47,068
https://github.com/huggingface/transformers/issues/47068
https://api.github.com/repos/huggingface/transformers/issues/47068
Potential host synchronization in deepspeed_sp_compute_loss due to Python conditional on CUDA tensor
### System Info - Transformers: 4.57.2 - PyTorch: 2.7.1+cu128 - DeepSpeed: 0.17.6 - CUDA: 12.8 - GPU: NVIDIA B300 SXM6 (2 nodes × 8 GPUs, 16 GPUs total) - Interconnect: - Intra-node: NVSwitch - Inter-node: InfiniBand ### Information While profiling a distributed training workload with Nsight Systems, I observed ...
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2026-07-04T13:24:14Z
2026-07-04T17:25:37Z
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20260704T180019Z
2026-07-04T18:00:19Z
hdimmfh
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huggingface/transformers
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47,085
https://github.com/huggingface/transformers/issues/47085
https://api.github.com/repos/huggingface/transformers/issues/47085
Fast (Rust-backed) tokenizers aren't thread-safe anymore
### System Info transformers 5.5.4 Python 3.12.3 ### Who can help? text models: @ArthurZucker @Cyrilvallez @vasqu ### Information - [ ] The official example scripts - [x] My own modified scripts ### Tasks - [ ] An officially supported task in the `examples` folder (such as GLUE/SQuAD, ...) - [x] My own task or ...
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2026-07-05T10:57:08Z
2026-07-06T00:50:07Z
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20260706T060036Z
2026-07-06T06:00:36Z
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huggingface/transformers
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https://github.com/huggingface/transformers/issues/47086
https://api.github.com/repos/huggingface/transformers/issues/47086
Hybrid models: padding is not masked out of linear-attention/conv state on continued forwards (chunked prefill, cache continuation)
### System Info - `transformers` main (5.14.0.dev0, commit b70d02fc) - torch 2.12.1, CPU, float32 (fla / causal_conv1d not installed, so all numbers below use the torch fallback path; the skipped masking happens before kernel dispatch, so the fast paths receive the same unmasked hidden states) - Python 3.12 ### Who c...
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2026-07-05T12:41:27Z
2026-07-05T12:43:09Z
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20260705T180020Z
2026-07-05T18:00:20Z
abcgco
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huggingface/transformers
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47,091
https://github.com/huggingface/transformers/issues/47091
https://api.github.com/repos/huggingface/transformers/issues/47091
[serge] integration failure triage - 2026-07-05
<!-- serge-triage-run:integration-failure-triage:2026-07-05 --> Automated **integration-failure triage** for the daily CI window `2026-06-29 → 2026-07-05`. This issue was generated by AI-assisted automation. The grouping, summaries, and recommended follow-up can be incomplete or misleading; verify the failures before...
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2026-07-06T00:32:08Z
2026-07-06T00:32:25Z
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20260706T060036Z
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huggingface/transformers
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https://github.com/huggingface/transformers/issues/47095
https://api.github.com/repos/huggingface/transformers/issues/47095
[Proposal] HeartFlow - Cognitive Engine for HuggingFace Transformers
## Proposal: HeartFlow × HuggingFace Transformers ### What is HeartFlow? HeartFlow is an **AI cognitive engine** (68 modules) that adds judgment to any HuggingFace model: ``` ├── Three-Layer Memory # Context persistence ├── Decision Routing # 34 rules → 8 strategies ├── U/D/A/H Field # Cognitive healt...
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2026-07-06T04:46:55Z
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2026-07-06T06:00:36Z
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