[Snyk] Security upgrade transformers from 4.30.2 to 5.0.0rc1

[kingjay66]

Snyk has created this PR to fix 1 vulnerabilities in the pip dependencies of this project.

Snyk changed the following file(s):

• simlm/requirements.txt

⚠️ Warning

transformers 4.30.2 requires safetensors, which is not installed.
scikit-learn 1.0.2 requires scipy, which is not installed.
pyserini 0.15.0 requires lightgbm, which is not installed.
pyserini 0.15.0 requires spacy, which is not installed.
pyserini 0.15.0 requires pyjnius, which is not installed.
pyserini 0.15.0 requires scipy, which is not installed.
pyserini 0.15.0 requires nmslib, which is not installed.
onnxruntime 1.14.1 has requirement numpy>=1.21.6, but you have numpy 1.21.3.
deepspeed 0.15.1 requires ninja, which is not installed.

---

Important

• Check the changes in this PR to ensure they won't cause issues with your project.
• Max score is 1000. Note that the real score may have changed since the PR was raised.
• This PR was automatically created by Snyk using the credentials of a real user.
• Some vulnerabilities couldn't be fully fixed and so Snyk will still find them when the project is tested again. This may be because the vulnerability existed within more than one direct dependency, but not all of the affected dependencies could be upgraded.

---

Note: You are seeing this because you or someone else with access to this repository has authorized Snyk to open fix PRs.

For more information:
🧐 View latest project report
📜 Customise PR templates
🛠 Adjust project settings
📚 Read about Snyk's upgrade logic

---

Learn how to fix vulnerabilities with free interactive lessons:

🦉 Deserialization of Untrusted Data

[socket-security]

Review the following changes in direct dependencies. Learn more about Socket for GitHub.

Diff	Package	Supply Chain Security	Vulnerability	Quality	Maintenance	License
	transformers@​5.0.0rc1

View full report

[socket-security]

Caution

Review the following alerts detected in dependencies.

According to your organization's Security Policy, you must resolve all "Block" alerts before proceeding. Learn more about Socket for GitHub.

Action	Severity	Alert  (click "▶" to expand/collapse)
Block		Embedded URLs or IPs: pypi transformers URLs: https://huggingface.co/docs/transformers/llm_tutorial#common-options, https://huggingface.co/docs/transformers/serving, https://huggingface.co/papers/2402.02750, https://docs.pytorch.org/docs/stable/generated/torch.nn.Conv1d.html, https://huggingface.co/papers/1606.08415, https://arxiv.org/abs/1606.08415, https://arxiv.org/abs/1702.03118, https://arxiv.org/abs/1710.05941v1, https://github.com/hendrycks/GELUs, https://huggingface.co/papers/2004.09602, https://huggingface.co/papers/1908.08681, https://github.com/digantamisra98/Mish, https://huggingface.co/papers/2209.10655, https://huggingface.co/papers/2109.08668v2, https://arxiv.org/abs/2411.13010, https://github.com/nickjbrowning/XIELU, http://www.apache.org/licenses/LICENSE-2.0, https://huggingface.co/, https://huggingface.co/docs/transformers/generation_strategies#save-a-custom-decoding-strategy-with-your-model, https://huggingface.co/models, https://github.com/huggingface/transformers/blob/main/examples/pytorch/text-classification/run_glue.py, https://github.com/google/sentencepiece, https://hf.co/, https://github.com/google-research/bert/blob/f39e881b169b9d53bea03d2d341b31707a6c052b/run_classifier.py#L207, https://huggingface.co/blog/assisted-generation, https://huggingface.co/papers/2502.05202, https://github.com/apoorvumang/prompt-lookup-decoding, https://huggingface.co/docs/transformers/internal/generation_utils, https://huggingface.co/docs/transformers/en/kv_cache, https://huggingface.co/papers/2202.00666, https://huggingface.co/papers/2210.15191, https://huggingface.co/papers/1909.05858, https://huggingface.co/papers/2405.04304, https://huggingface.co/blog/universal_assisted_generation, https://huggingface.co/papers/2306.04634, https://www.nature.com/articles/s41586-024-08025-4, https://pytorch.org/docs/stable/generated/torch.compile.html, https://arxiv.org/abs/2509.02510, https://github.com/oobabooga/text-generation-webui/pull/4449/files, https://github.com/pytorch/fairseq/blob/a07cb6f40480928c9e0548b737aadd36ee66ac76/fairseq/sequence_generator.py#L345, https://huggingface.co/blog/how-to-generate, https://huggingface.co/learn/nlp-course/chapter2/4?fw=pt, https://huggingface.co/docs/tokenizers/api/pre-tokenizers, https://huggingface.co/papers/2010.00904, https://huggingface.co/papers/1610.02424, https://hf.co/transformers-community/constrained-beam-search, https://huggingface.co/docs/transformers/model_doc/whisper, https://huggingface.co/papers/2212.04356, https://huggingface.co/papers/2306.17806, https://github.com/jwkirchenbauer/lm-watermarking/tree/main, https://github.com/huggingface/transformers/pull/21405, https://huggingface.co/docs/transformers/en/generation_strategies#universal-assisted-decoding, https://huggingface.co/docs/transformers/main/en/main_classes/text_generation, https://huggingface.co/docs/transformers/generation_strategies#default-text-generation-configuration, https://github.com/huggingface/transformers/pull/20901#issuecomment-1369845565, https://huggingface.co/docs/transformers/main_classes/text_generation#transformers.GenerationMixin.compute_transition_scores, https://huggingface.co/papers/2211.17192, https://pytorch.org/docs/stable/nn.html#torch.nn.Module, https://github.com/huggingface/transformers-research-projects/tree/main/synthid_text, https://pytorch.org/vision/stable/transforms.html#torchvision.transforms.Resize, https://github.com/huggingface/transformers/pull/38157, https://github.com/huggingface/peft/blob/748f7968f3a31ec06a1c2b0328993319ad9a150a/src/peft/utils/other.py#L245, https://huggingface.co/docs/bitsandbytes/main/en/installation, https://github.com/deepspeedai/DeepSpeed/issues/1394#issuecomment-937405374, https://github.com/deepspeedai/DeepSpeed/issues/1612, https://github.com/99991/pygguf, https://huggingface.co/docs/transformers/main/internal/image_processing_utils#transformers.image_transforms.rescale.input_data_format, https://www.comet.com/docs/v2/guides/experiment-management/configure-sdk/#set-the-api-key, https://docs.ray.io/en/latest/tune/api_docs/analysis.html#ray.tune.ExperimentAnalysis.get_best_trial, https://github.com/huggingface/transformers/issues/11565, https://www.tensorflow.org/tensorboard, https://www.wandb.com/, https://docs.wandb.ai/guides/integrations/huggingface, https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge, https://www.comet.com/site/, https://www.comet.com/docs/v2/guides/experiment-management/configure-sdk/#explore-comet-configuration-options, https://pypi.org/project/azureml-sdk/, https://www.mlflow.org/, https://dagshub.com/, https://app.neptune.ai, https://docs.neptune.ai/setup/installation, https://docs.neptune.ai/logging/to_existing_object, https://docs.neptune.ai/api/neptune#init_run, https://docs.neptune.ai/integrations/transformers, https://github.com/mlco2/codecarbon/pull/490, https://huggingface.co/docs/transformers/v4.39.3/en/main_classes/trainer#transformers.TrainingArguments.report_to, https://clear.ml/, https://flyte.org/, https://www.dvc.org/doc/dvclive, https://dvc.org/doc/dvclive/ml-frameworks/huggingface, https://swanlab.cn/, https://docs.swanlab.cn/guide_cloud/integration/integration-huggingface-transformers.html, https://docs.swanlab.cn/en/api/environment-variable.html#environment-variables, https://docs.swanlab.cn/en/api/py-init.html#swanlab-init, https://raw.githubusercontent.com/SwanHubX/assets/main/badge1.svg, https://pytorch.org/blog/flexattention/, https://huggingface.co/docs/peft/index, https://huggingface.co/docs/peft, https://hf.co/docs/accelerate/main/en/usage_guides/big_modeling#designing-a-device-map, https://huggingface.co/docs/peft/main/en/package_reference/hotswap, https://huggingface.co/papers/1708.02002, https://github.com/pytorch/pytorch/issues/110213, https://github.com/facebookresearch/detr/issues/108#issuecomment-650269223, https://giou.stanford.edu/, https://github.com/ggerganov/ggml/blob/master/docs/gguf.md, https://pytorch.org/, https://github.com/ggerganov/llama.cpp/tree/master/gguf-py, https://github.com/ggerganov/llama.cpp/tree/master/gguf-py#development, https://huggingface.co/papers/1810.03993, https://github.com/huggingface/optimum-onnx/blob/c123e8f4fab61b54a8e0e31ce74462bcacca576e/optimum/exporters/onnx/model_patcher.py#L362-L365, https://huggingface.co/papers/2309.00071, https://github.com/microsoft/LongRoPE, https://huggingface.co/docs/transformers/en/model_doc/auto#auto-classes, https://github.com/huggingface/transformers/issues/new, https://huggingface.co/docs/transformers/perf_infer_gpu_one#flashattention-2, https://github.com/huggingface/transformers/issues/28005, https://github.com/huggingface/transformers/issues/34809, https://huggingface.co/docs/transformers/en/attention_interface, https://docs.nvidia.com/deeplearning/performance/dl-performance-matrix-multiplication/index.html#requirements-tc, https://nlp.stanford.edu/~johnhew/vocab-expansion.html, https://discuss.pytorch.org/t/any-different-between-model-input-and-model-forward-input/3690/2, https://discuss.pytorch.org/t/gpu-memory-that-model-uses/56822/2, https://discuss.pytorch.org/t/what-pytorch-means-by-buffers/120266/2, https://huggingface.co/docs/transformers/troubleshooting, https://huggingface.co/docs/tokenizers/python/latest/components.html?highlight=unigram#models, https://huggingface.co/arcee-ai/Trinity-Mini, https://huggingface.co/papers/2305.13245, http://images.cocodataset.org/val2017/000000039769.jpg, https://huggingface.co/apple/aimv2-large-patch14-224, https://huggingface.co/apple/aimv2-large-patch14-224-lit, https://github.com/pytorch/executorch/issues/3566, https://huggingface.co/albert/albert-xxlarge-v2, https://huggingface.co/kakaobrain/align-base, https://huggingface.co/swiss-ai/Apertus-8B, https://huggingface.co/arcee-ai/AFM-4.5B, https://github.com/facebookresearch/dino/blob/de9ee3df6cf39fac952ab558447af1fa1365362a/vision_transformer.py#L174-L194, https://github.com/facebookresearch/dinov2/blob/e1277af2ba9496fbadf7aec6eba56e8d882d1e35/dinov2/models/vision_transformer.py#L179-L211, https://huggingface.co/papers/1706.03762, https://huggingface.co/BAAI/AltCLIP, https://huggingface.co/rhymes-ai/Aria, https://huggingface.co/docs/transformers/main/perf_train_gpu_many#tensor-parallelism, https://github.com/pytorch/pytorch/issues/76232, https://github.com/fanshiqing/grouped_gemm, https://github.com/huggingface/transformers.git, https://huggingface.co/nvidia/audio-flamingo-3-hf, https://huggingface.co/papers/1909.11556, https://pytorch.org/docs/master/generated/torch.nn.functional.scaled_dot_product_attention.html, https://github.com/Dao-AILab/flash-attention, https://huggingface.co/MIT/ast-finetuned-audioset-10-10-0.4593, https://huggingface.co/CohereForAI/aya-vision-8b, https://github.com/state-spaces/mamba/issues/66, https://github.com/huggingface/transformers/pull/35154, https://github.com/state-spaces/mamba/#installation, https://github.com/Dao-AILab/causal-conv1d, https://huggingface.co/ibm-fms/Bamba-9.8b-2.2T-hf, https://github.com/state-spaces/mamba, https://huggingface.co/huggingface/autoformer-tourism-monthly, https://huggingface.co/suno/bark, https://huggingface.co/papers/1910.13461, https://huggingface.co/microsoft/beit-base-patch16-224-pt22k, https://huggingface.co/facebook/bart-large, https://suno-ai.notion.site/8b8e8749ed514b0cbf3f699013548683?v=bc67cff786b04b50b3ceb756fd05f68c, https://huggingface.co/papers/2307.14460, https://github.com/open-mmlab/mmsegmentation, https://huggingface.co/papers/1807.10221, https://huggingface.co/papers/1411.4038, https://huggingface.co/papers/1907.12461, https://huggingface.co/google-bert/bert-base-uncased, https://github.com/scrapy/w3lib/blob/master/w3lib/html.py, https://pypi.org/project/fugashi/, https://github.com/polm/ipadic-py, https://github.com/polm/unidic-lite, https://github.com/polm/unidic-py, https://github.com/WorksApplications/SudachiPy, https://github.com/ku-nlp/rhoknp, https://github.com/huggingface/transformers/issues/328, https://huggingface.co/google/bert_for_seq_generation_L-24_bbc_encoder, https://huggingface.co/google/bigbird-roberta-base, https://huggingface.co/papers/1903.10520v2, https://github.com/KaimingHe/resnet-1k-layers/blob/master/resnet-pre-act.lua, https://pypi.org/project/sacremoses/, https://huggingface.co/google/bigbird-pegasus-large-arxiv, https://huggingface.co/microsoft/biogpt, https://huggingface.co/microsoft/bitnet-b1.58-2B-4T, https://huggingface.co/google/bit-50, https://huggingface.co/Salesforce/blip-vqa-base, https://huggingface.co/papers/1512.00567, https://huggingface.co/facebook/blenderbot-3B, https://huggingface.co/facebook/blenderbot_small-90M, https://huggingface.co/Salesforce/blip2-opt-2.7b, https://huggingface.co/facebook/blt, https://github.com/huggingface/transformers/pull/21707, https://github.com/huggingface/blog/blob/main/accelerate-large-models.md, https://huggingface.co/bigscience/bloom, https://huggingface.co/bigscience/bloom/discussions/120#633d28389addb8530b406c2a, https://huggingface.co/docs/transformers/parallelism, https://huggingface.co/papers/2108.12409, https://github.com/ofirpress/attention_with_linear_biases/blob/a35aaca144e0eb6b789dfcb46784c4b8e31b7983/fairseq/models/transformer.py#L742, https://huggingface.co/BridgeTower/bridgetower-base/, http://images.cocodataset.org/val2017/000000360943.jpg, https://farm4.staticflickr.com/3395/3428278415_81c3e27f15_z.jpg, https://huggingface.co/google/canine-s, https://huggingface.co/almanach/camembert-base, https://huggingface.co/jinho8345/bros-base-uncased, https://huggingface.co/papers/2203.13131, https://nineplanets.org/wp-content/uploads/2020/12/the-big-dipper-1.jpg, https://www.kxan.com/wp-content/uploads/sites/40/2020/10/ORION.jpg, https://huggingface.co/OFA-Sys/chinese-clip-vit-base-patch16, https://clip-cn-beijing.oss-cn-beijing.aliyuncs.com/pokemon.jpeg, https://huggingface.co/laion/clap-hsat-fused, https://huggingface.co/laion/clap-htsat-fused, https://huggingface.co/meta/chameleon-7B, https://huggingface.co/openai/clip-vit-base-patch32, https://huggingface.co/CIDAS/clipseg-rd64, https://huggingface.co/susnato/clvp_dev, https://huggingface.co/papers/2104.09864v1.pdf, https://github.com/neonbjb/tortoise-tts/blob/4003544b6ff4b68c09856e04d3eff9da26d023c2/tortoise/models/arch_util.py#L26, https://github.com/neonbjb/tortoise-tts/blob/80f89987a5abda5e2b082618cd74f9c7411141dc/tortoise/api.py#L430, https://github.com/neonbjb/tortoise-tts/blob/4003544b6ff4b68c09856e04d3eff9da26d023c2/tortoise/utils/tokenizer.py#L86, https://huggingface.co/CohereForAI/c4ai-command-r-v01, https://docs.python.org/3/library/stdtypes.html#bytes.decode, https://huggingface.co/docs/tokenizers/api/post-processors, https://huggingface.co/meta-llama/CodeLlama-7b-Instruct-hf/blob/main/tokenizer_config.json, https://huggingface.co/Cohere/Command-nightly/blob/main/tokenizer.json, https://github.com/huggingface/tokenizers, https://huggingface.co/Salesforce/codegen-2B-mono, https://huggingface.co/papers/2407.01449, https://huggingface.co/vidore/colpali-v1.2, https://huggingface.co/vidore/colqwen2-v1.0-hf, https://huggingface.co/CohereLabs/command-a-vision-07-2025, https://github.com/facebookresearch/detr/blob/master/models/detr.py, https://huggingface.co/YituTech/conv-bert-base, https://huggingface.co/facebook/convnext-tiny-224, https://huggingface.co/sesame/csm-1b, https://huggingface.co/papers/1910.07467, https://huggingface.co/openbmb/cpm-ant-10b, https://huggingface.co/facebook/convnextv2-tiny-1k-224, https://pypi.org/project/rjieba/, https://huggingface.co/Salesforce/ctrl, https://huggingface.co/facebook/cwm, https://huggingface.co/facebook/cwm-sft, https://huggingface.co/facebook/cwm-pretrain, https://huggingface.co/microsoft/cvt-13, https://github.com/lyuwenyu/RT-DETR/blob/main/DFine_pytorch/src/nn/backbone/presnet.py#L142, https://github.com/lyuwenyu/RT-DETR/blob/94f5e16708329d2f2716426868ec89aa774af016/DFine_paddle/ppdet/modeling/transformers/utils.py#L453, https://huggingface.co/papers/2304.08069, https://huggingface.co/descript/dac_16khz, https://github.com/karpathy/deep-vector-quantization, https://huggingface.co/papers/2110.04627, https://huggingface.co/papers/2107.03312, https://huggingface.co/facebook/data2vec-text-base, https://huggingface.co/papers/2101.03961, https://huggingface.co/papers/1904.08779, https://huggingface.co/facebook/data2vec-audio-base-960h, https://huggingface.co/facebook/data2vec-vision-base, https://huggingface.co/databricks/dbrx-instruct, https://github.com/microsoft/DeBERTa/blob/master/DeBERTa/deberta/bert.py#L270, https://huggingface.co/microsoft/deberta-base, https://huggingface.co/deepseek-ai/DeepSeek-V2-Lite, https://huggingface.co/papers/2106.01345, https://huggingface.co/microsoft/deberta-v2-xlarge, https://huggingface.co/bzantium/tiny-deepseek-v3, https://huggingface.co/deepseek-community/deepseek-vl-1.3b-chat, https://huggingface.co/deepseek-community/deepseek-vl-7b-chat, https://huggingface.co/facebook/deit-base-distilled-patch16-224, https://huggingface.co/papers/2111.09886, https://github.com/huggingface/transformers/tree/main/examples/pytorch/image-pretraining, https://huggingface.co/apple/DepthPro, https://www.ilankelman.org/stopsigns/australia.jpg, https://huggingface.co/nari-labs/Dia-1.6B, https://github.com/huggingface/transformers, https://huggingface.co/google/dinov2-base-patch16-224, https://huggingface.co/facebook/dinov3-convnext-tiny-pretrain-lvd1689m, https://github.com/facebookresearch/dino/blob/main/vision_transformer.py, https://github.com/facebookresearch/dinov2/blob/main/dinov2/models/vision_transformer.py, https://huggingface.co/facebook/dinov2-with-registers-base, https://huggingface.co/kajuma/DiffLlama-0.3B-handcut, https://huggingface.co/shi-labs/dinat-mini-in1k-224, https://github.com/facebookresearch/XLM, https://github.com/google-research/bert, https://huggingface.co/facebook/dinov3-vits16-pretrain-lvd1689m, https://huggingface.co/SmallDoge/Doge-320M, https://huggingface.co/distilbert-base-uncased, https://huggingface.co/naver-clova-ix/donut-base, https://huggingface.co/rednote-hilab/dots.llm1.base, https://huggingface.co/facebook/dpr-ctx_encoder-single-nq-base, https://github.com/open-mmlab/mmsegmentation/blob/master/mmseg/models/decode_heads/dpt_head.py, https://github.com/isl-org/DPT/blob/f43ef9e08d70a752195028a51be5e1aff227b913/dpt/vit.py#L438, https://huggingface.co/facebook/EdgeTAM, https://huggingface.co/papers/2305.03048, https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/transformers/model_doc/sam-car.png, https://github.com/huggingface/transformers/pull/25786#issuecomment-1730176446, https://github.com/magicleap/SuperGluePretrainedNetwork/blob/master/assets/phototourism_sample_images/london_bridge_78916675_4568141288.jpg?raw=true, https://github.com/magicleap/SuperGluePretrainedNetwork/blob/master/assets/phototourism_sample_images/london_bridge_19481797_2295892421.jpg?raw=true, https://huggingface.co/papers/2403.04765, https://huggingface.co/zju-community/efficientloftr, https://huggingface.co/facebook/edgetam.1-hiera-tiny, https://huggingface.co/google/efficientnet-b7, https://huggingface.co/google/electra-small-discriminator, https://huggingface.co/Emu3-community/Emu3-Chat-hf, https://huggingface.co/facebook/encodec_24khz, https://huggingface.co/tue-mps/coco_panoptic_eomt_large_640, https://github.com/huggingface/transformers/issues/23350, https://huggingface.co/baidu/ERNIE-4.5-0.3B-PT, https://huggingface.co/nghuyong/ernie-3.0-base-zh, https://huggingface.co/baidu/ERNIE-4.5-21B-A3B-PT, https://huggingface.co/docs/transformers/model_doc/roformer, https://huggingface.co/facebook/esm-1b, https://huggingface.co/westlake-repl/Evolla-10B-hf, https://huggingface.co/LGAI-EXAONE/EXAONE-4.0-32B, https://huggingface.co/tiiuae/falcon-7b, https://huggingface.co/KamilaMila/FastVLM-7B, https://huggingface.co/papers/1905.09263, https://github.com/espnet/espnet/pull/2816, https://huggingface.co/papers/1901.02860, https://huggingface.co/papers/2006.04558, https://huggingface.co/ibm-fms/FalconH1-9.8b-2.2T-hf, https://huggingface.co/tiiuae/falcon-mamba-7b, https://github.com/alxndrTL/mamba.py, https://huggingface.co/espnet/fastspeech2_conformer, https://huggingface.co/espnet/fastspeech2_conformer_hifigan, https://pypi.org/project/g2p-en/, https://huggingface.co/facebook/flava-full, https://huggingface.co/facebook/flava-image-codebook, https://huggingface.co/flaubert/flaubert_base_uncased, http://huggingface.co/transformers/multilingual.html#xlm-language-embeddings, https://github.com/moses-smt/mosesdecoder/blob/master/scripts/tokenizer/replace-unicode-punctuation.perl, https://github.com/moses-smt/mosesdecoder/blob/master/scripts/tokenizer/remove-non-printing-char.perl, https://github.com/neubig/kytea, https://github.com/chezou/Mykytea-python, https://github.com/alvations/sacremoses, https://huggingface.co/allenai/FlexOlmo-7x7B-1T, https://huggingface.co/florence-community/Florence-2-base, https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/transformers/tasks/car.jpg, https://huggingface.co/papers/2105.03824, https://huggingface.co/microsoft/focalnet-tiny, https://huggingface.co/facebook/wmt19-en-ru, https://github.com/pytorch/fairseq/tree/master/examples/wmt19, http://matrix.statmt.org/matrix/output/1914?score_id=37605, http://matrix.statmt.org/matrix/output/1907?run_id=6937, http://matrix.statmt.org/matrix/output/1902?run_id=6750, http://matrix.statmt.org/matrix/output/1909?run_id=6862, https://huggingface.co/google/fnet-base, https://huggingface.co/papers/2006.03236, https://huggingface.co/funnel-transformer/small, https://huggingface.co/adept/fuyu-8b, https://huggingface.co/datasets/hf-internal-testing/fixtures-captioning/resolve/main/bus.png, https://huggingface.co/google/gemma-7b, https://huggingface.co/google/gemma2-7b, https://huggingface.co/google/gemma3_text-7b, https://huggingface.co/google/gemma-3-4b, https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/pipeline-cat-chonk.jpeg, https://huggingface.co/papers/2303.01037, https://proceedings.neurips.cc/paper_files/paper/2023/file/f2059277ac6ce66e7e5543001afa8bb5-Paper-Conference.pdf, https://huggingface.co/google/gemma-3n-E4B, https://huggingface.co/THUDM/GLM-4-9B-0414, https://huggingface.co/zai-org/GLM-4.1V-9B-Thinking, https://huggingface.co/THUDM/glm-4-9b-chat, https://huggingface.co/microsoft/git-base, https://huggingface.co/THUDM/GLM-4.1V-9B-Thinking, https://qwenlm.github.io/blog/qwen2-vl/, https://huggingface.co/zai-org/GLM-4.5V, https://huggingface.co/THUDM/GLM-4-100B-A10B, https://huggingface.co/papers/2102.12122, https://huggingface.co/papers/2201.07436, https://huggingface.co/vinvino02/glpn-kitti, https://huggingface.co/facebook/sam-vit-huge, https://huggingface.co/stepfun-ai/GOT-OCR-2.0-hf, https://huggingface.co/datasets/hf-internal-testing/fixtures_got_ocr/resolve/main/multi_box.png, https://huggingface.co/openai-community/gpt2, https://github.com/facebookresearch/mvit/blob/19786631e330df9f3622e5402b4a419a263a2c80/mvit/models/attention.py, https://huggingface.co/EleutherAI/gpt-neox-20b, https://huggingface.co/abeja/gpt-neox-japanese-2.7b, https://github.com/tanreinama/Japanese-BPEEncoder_V2, https://huggingface.co/gpt_bigcode, https://huggingface.co/EleutherAI/gpt-neo-1.3B, https://huggingface.co/EleutherAI/gpt-j-6B, https://huggingface.co/papers/1803.02155, https://github.com/databricks/megablocks, https://github.com/shawntan/scattermoe, https://github.com/vllm-project/vllm/blob/main/vllm/model_executor/layers/fused_moe/fused_moe.py, https://huggingface.co/ibm-research/moe-7b-1b-active-shared-experts, https://huggingface.co/nvidia/groupvit-gcc-yfcc, https://huggingface.co/kyutai/helium-2b, https://huggingface.co/ustc-community/dfine_x_coco, https://huggingface.co/tencent/Hunyuan-7B-Instruct, https://huggingface.co/facebook/hiera-base-224, https://huggingface.co/facebook/hubert-base-ls960, https://www.deepmind.com/blog/tackling-multiple-tasks-with-a-single-visual-language-model, https://github.com/lucidrains/flamingo-pytorch, https://huggingface.co/kssteven/ibert-roberta-base, https://huggingface.co/datasets/hf-internal-testing/fixtures_nlvr2/raw/main/image1.jpeg, https://huggingface.co/datasets/hf-internal-testing/fixtures_nlvr2/raw/main/image2.jpeg, https://huggingface.co/HuggingFaceM4/idefics-9b, https://github.com/facebookresearch/dino/blob/de9ee3df6cf39fac952ab558447af1fa1365362a/vision_transformer.py#L174, https://huggingface.co/tencent/Hunyuan-A13B-Instruct, https://hips.hearstapps.com/hmg-prod/images/cute-photos-of-cats-in-grass-1593184777.jpg, https://hips.hearstapps.com/hmg-prod/images/dog-puns-1581708208.jpg, https://huggingface.co/google/siglip-base-patch16-224, https://huggingface.co/HuggingFaceM4/idefics2-8b, https://huggingface.co/papers/2311.06607, https://huggingface.co/papers/2307.06304, https://cdn.britannica.com/61/93061-050-99147DCE/Statue-of-Liberty-Island-New-York-Bay.jpg, https://cdn.britannica.com/59/94459-050-DBA42467/Skyline-Chicago.jpg, https://cdn.britannica.com/68/170868-050-8DDE8263/Golden-Gate-Bridge-San-Francisco.jpg, https://huggingface.co/facebook/ijepa_vith14_1k, https://huggingface.co/openai/imagegpt-small, https://huggingface.co/HuggingFaceM4/Idefics3-8B-Llama3, https://raw.githubusercontent.com/salesforce/LAVIS/main/docs/_static/Confusing-Pictures.jpg, https://huggingface.co/huggingface/informer-tourism-monthly, https://huggingface.co/Salesforce/instruct-blip-flan-t5, https://huggingface.co/ai21labs/Jamba-v0.1, https://huggingface.co/deepseek-community/Janus-Pro-1B, https://huggingface.co/deepseek-community/Janus-Pro-7B, https://huggingface.co/OpenGVLab/InternVL3-1B-hf, https://huggingface.co/jetmoe/jetmoe-8b, https://huggingface.co/microsoft/kosmos-2-patch14-224, https://huggingface.co/microsoft/kosmos-2.5, https://huggingface.co/microsoft/kosmos2.5/resolve/main/snowman.jpg, https://huggingface.co/microsoft/kosmos-2-patch14-224/resolve/main/snowman.jpg, https://huggingface.co/kyutai/stt-2.6b-en-trfs, https://huggingface.co/papers/2005.06720, https://huggingface.co/papers/2204.07064, https://arxiv.org/abs/2005.08100, https://huggingface.co/microsoft/layoutlm-base-uncased, https://www.cs.cmu.edu/~aharley/rvl-cdip/, https://guillaumejaume.github.io/FUNSD/, https://rrc.cvc.uab.es/?ch=13, https://huggingface.co/microsoft/layoutlmv2-base-uncased, https://github.com/microsoft/unilm/blob/master/layoutlmft/layoutlmft/models/layoutlmv2/detectron2_config.py, https://huggingface.co/TODO/TODO, https://github.com/tensorflow/mesh/blob/0cb87fe07da627bf0b7e60475d59f95ed6b5be3d/mesh_tensorflow/transformer/transformer_layers.py#L593, https://github.com/clovaai/cord, https://github.com/applicaai/kleister-nda, https://huggingface.co/papers/2004.05150, https://huggingface.co/docs/tokenizers/python/latest/components.html?highlight=BPE#models, https://huggingface.co/papers/2105.13290, https://huggingface.co/microsoft/layoutxlm-base, https://github.com/microsoft/unilm/blob/master/layoutlmft/layoutlmft/models/layoutxlm/detectron2_config.py, https://huggingface.co/allenai/led-base-16384, https://huggingface.co/microsoft/layoutlmv3-base, https://huggingface.co/facebook/levit-128S, https://huggingface.co/LiquidAI/LFM2-8B-A1B, https://huggingface.co/LiquidAI/LFM2-VL-1.6B, https://huggingface.co/LiquidAI/LFM2-1.2B, https://huggingface.co/papers/2306.13643, https://huggingface.co/ETH-CVG/lightglue_superpoint, https://huggingface.co/SCUT-DLVCLab/lilt-roberta-en-base, https://huggingface.co/meta-llama/Llama-2-7b-hf, https://huggingface.co/llava-hf/llava-9b, https://huggingface.co/meta-llama/Llama-4-Scout-17B-16E, https://huggingface.co/llava-hf/llava-v1.6-mistral-7b-hf, https://huggingface.co/llava-hf/LLaVA-NeXT-Video-7B-hf, https://huggingface.co/llava-hf/llava-onevision-qwen2-7b-ov-hf, https://huggingface.co/unc-nlp/lxmert-base-uncased, https://huggingface.co/google/long-t5-local-base, https://huggingface.co/studio-ousia/luke-base, https://huggingface.co/papers/2010.01057, https://huggingface.co/allenai/longformer-base-4096, https://huggingface.co/papers/2112.07916, https://github.com/google/flaxformer/blob/main/flaxformer/architectures/longt5/long_attention.py, https://huggingface.co/facebook/m2m100_418M, https://huggingface.co/Helsinki-NLP/opus-mt-en-de, https://huggingface.co/state-spaces/mamba2-2.8b, https://huggingface.co/microsoft/markuplm-base, https://huggingface.co/state-spaces/mamba-2.8b, https://huggingface.co/papers/2112.01527, https://huggingface.co/datasets/hf-internal-testing/fixtures_ade20k/resolve/main/ADE_val_00000001.jpg, https://cdn-media.huggingface.co/Inference-API/Sample-results-on-the-Cityscapes-dataset-The-above-images-show-how-our-method-can-handle.png, https://huggingface.co/microsoft/swin-tiny-patch4-window7-224, https://huggingface.co/papers/2107.06278, https://huggingface.co/facebook/mbart-large-cc25, https://huggingface.co/facebook/metaclip-2-worldwide-huge-quickgelu, https://huggingface.co/alibaba-damo/mgp-str-base, https://huggingface.co/nvidia/megatron-bert-uncased-345m, https://github.com/NVIDIA/Megatron-LM/blob/v2.4/megatron/checkpointing.py#L209, https://huggingface.co/mistralai/Ministral-8B-Instruct-2410, https://huggingface.co/papers/2103.17239, https://huggingface.co/MiniMaxAI/MiniMax-Text-01-hf, https://huggingface.co/kyutai/mimi, https://huggingface.co/mistralai/Mistral-7B-v0.1, https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.1, https://i.postimg.cc/ZKwLg2Gw/367-14.png, https://huggingface.co/mistralai/Mistral-Small-3.1-24B-Instruct-2503, https://huggingface.co/mixtralai/Mixtral-8x7B, https://huggingface.co/mixtralai/Mixtral-7B-Instruct-v0.1, https://huggingface.co/meta-llama/Llama-3.2-11B-Vision, https://huggingface.co/papers/2104.09864, https://huggingface.co/DeepGlint-AI/mlcd-vit-bigG-patch14-336, https://huggingface.co/google/mobilenet_v1_1.0_224, https://huggingface.co/google/mobilebert-uncased, https://huggingface.co/papers/2004.02984, https://github.com/huggingface/transformers/pull/2674, https://www.tensorflow.org/api_docs/python/tf/nn#notes_on_padding_2, https://huggingface.co/papers/1802.02611, https://huggingface.co/google/mobilenet_v2_1.0_224, https://huggingface.co/papers/1801.04381, https://huggingface.co/papers/2206.02680, https://huggingface.co/papers/1606.00915, https://huggingface.co/papers/1706.05587, https://huggingface.co/papers/2110.02178, https://huggingface.co/apple/mobilevit-small, https://huggingface.co/apple/mobilevitv2-1.0, https://huggingface.co/blab-jhu/test-32m-dec, https://huggingface.co/answerdotai/ModernBERT-base, https://huggingface.co/UsefulSensors/moonshine-tiny, https://huggingface.co/kmhf/hf-moshiko, https://huggingface.co/docs/transformers/main/en/main_classes/text_generation#transformers.GenerationMixin.generate, https://huggingface.co/microsoft/mpnet-base, https://huggingface.co/mosaicml/mpt-7b/blob/main/attention.py#L292, https://huggingface.co/google/mt5-small, https://huggingface.co/facebook/musicgen-small, https://huggingface.co/mosaicml/mpt-7b, https://huggingface.co/bigscience/mpt/discussions/120#633d28389addb8530b406c2a, https://huggingface.co/facebook/musicgen-melody, https://github.com/adefossez/demucs/tree/main, https://huggingface.co/docs/transformers/main/en/model_doc/musicgen_melody, https://huggingface.co/uw-madison/mra-base-512-4, https://huggingface.co/karpathy/nanochat-d32, https://huggingface.co/facebook/nllb-moe-54b, https://huggingface.co/RUCAIBox/mvp, https://huggingface.co/nvidia/nemotron-3-8b-base-4k-hf, https://huggingface.co/allenai/OLMo-7B-hf, https://huggingface.co/allenai/Olmo2-7B-1124-hf, https://huggingface.co/uw-madison/nystromformer-512, https://huggingface.co/allenai/OLMo-3-0725-1B, https://huggingface.co/allenai/OLMoE-1B-7B-0924, https://huggingface.co/omlab/omdet-turbo-swin-tiny-hf, http://images.cocodataset.org/val2014/COCO_val2014_000000537955.jpg, https://huggingface.co/openai-community/openai-gpt, https://huggingface.co/facebook/opt-350m, https://huggingface.co/thisisiron/Ovis2-1B-hf, https://huggingface.co/google/owlv2-base-patch16, https://huggingface.co/PaddlePaddle/PaddleOCR-VL, https://github.com/scikit-image/scikit-image/blob/b4b521d6f0a105aabeaa31699949f78453ca3511/skimage/transform/_warps.py#L640, https://huggingface.co/google/owlvit-base-patch32, https://huggingface.co/papers/2305.05084, https://huggingface.co/ibm/patchtsmixer-etth1-pretrain, https://huggingface.co/paligemma-hf/paligemma-2b, https://huggingface.co/nvidia/parakeet-ctc-1.1b, https://github.com/google-research/big_vision/blob/main/big_vision/configs/proj/paligemma/README.md, https://huggingface.co/papers/1912.08777, https://github.com/google-research/pegasus/blob/939830367bcf411193d2b5eca2f2f90f3f9260ca/pegasus/ops/pretrain_parsing_ops.cc#L66, https://gist.github.com/sumanmichael/4de9dee93f972d47c80c4ade8e149ea6, https://huggingface.co/google/pegasus-x-large, https://huggingface.co/facebook/Perception-LM-1B, https://huggingface.co/facebook/Perception-LM-3B, https://huggingface.co/facebook/Perception-LM-8B, https://huggingface.co/deepmind/language-perceiver, https://huggingface.co/google/pegasus-large, https://huggingface.co/ibm/patchtst, https://huggingface.co/microsoft/phi-1, https://huggingface.co/adept/persimmon-8b-base, https://huggingface.co/microsoft/Phi-3-mini-4k-instruct, https://huggingface.co/microsoft/Phi-4-multimodal-instruct, https://huggingface.co/papers/2409.12136, https://github.com/google-research/pix2struct/blob/main/pix2struct/preprocessing/preprocessing_utils.py, https://huggingface.co/microsoft/Phi-3.5-MoE-instruct, https://huggingface.co/google/pix2struct-base, https://huggingface.co/papers/2210.03347, https://huggingface.co/sail/poolformer_s12, https://huggingface.co/uclanlp/plbart-base, https://essentia.upf.edu/reference/std_RhythmExtractor2013.html, https://huggingface.co/sweetcocoa/pop2piano, https://huggingface.co/pixtral-hf/pixtral-9b, https://github.com/DepthAnything/PromptDA/blob/main/assets/example_images/image.jpg?raw=true, https://github.com/DepthAnything/PromptDA/blob/main/assets/example_images/arkit_depth.png?raw=true, https://huggingface.co/sweetcocoa/pop2piano/blob/main/generation_config.json, https://huggingface.co/Xrenya/pvt-tiny-224, https://huggingface.co/microsoft/prophetnet-large-uncased, https://huggingface.co/papers/1910.10683, https://huggingface.co/Qwen/Qwen2.5-Omni-7B, https://huggingface.co/OpenGVLab/pvt_v2_b0, https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen2-Audio/audio/glass-breaking-151256.mp3, https://discuss.pytorch.org/t/how-to-generate-variable-length-mask/23397/3, https://huggingface.co/papers/2005.07143, https://huggingface.co/papers/2006.08195, https://huggingface.co/Qwen/Qwen2-7B-beta, https://huggingface.co/Qwen/Qwen2-VL-7B-Instruct, https://huggingface.co/Qwen/Qwen2-Audio-7B, https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen2-Audio/audio/f2641_0_throatclearing.wav, https://huggingface.co/Qwen/Qwen1.5-MoE-A2.7B, https://huggingface.co/Qwen/Qwen3-8B, https://github.com/fla-org/flash-linear-attention#installation, https://arxiv.org/abs/2406.04334, https://huggingface.co/Qwen/Qwen3-15B-A2B, https://huggingface.co/Qwen/Qwen3-Omni-7B, https://huggingface.co/Qwen/Qwen3OmniMoeTalkerCodePredictor-8B, https://huggingface.co/Qwen/Qwen3-Next-80B-A3B-Instruct, https://arxiv.org/pdf/2305.13245.pdf, https://huggingface.co/Qwen/Qwen3-VL-4B-Instruct, https://huggingface.co/papers/2005.11401, https://huggingface.co/Qwen/Qwen3-VL-30B-A3B-Instruct, https://huggingface.co/google/recurrentgemma-2b, https://storage.googleapis.com/huggingface-nlp/datasets/wiki_dpr/, https://github.com/facebookresearch/DPR, https://huggingface.co/google/reformer-crime-and-punishment, https://huggingface.co/docs/tokenizers/python/latest/components.html?highlight=bpe#models, https://huggingface.co/papers/1709.01507, https://github.com/lucidrains/reformer-pytorch/blob/master/reformer_pytorch/reversible.py, https://huggingface.co/google/rembert, https://huggingface.co/facebook/regnet-y-040, https://huggingface.co/microsoft/resnet-50, https://huggingface.co/andreasmadsen/efficient_mlm_m0.40, https://huggingface.co/FacebookAI/roberta-base, https://huggingface.co/weiweishi/roc-bert-base-zh, https://huggingface.co/junnyu/roformer_chinese_base, https://github.com/lyuwenyu/RT-DETR/blob/main/rtdetr_pytorch/src/nn/backbone/presnet.py#L142, https://github.com/lyuwenyu/RT-DETR/blob/94f5e16708329d2f2716426868ec89aa774af016/rtdetr_paddle/ppdet/modeling/transformers/utils.py#L453, https://github.com/lyuwenyu/RT-DETR/blob/5b628eaa0a2fc25bdafec7e6148d5296b144af85/rtdetr_pytorch/src/nn/backbone/presnet.py#L126, https://github.com/lyuwenyu/RT-DETR/blob/5b628eaa0a2fc25bdafec7e6148d5296b144af85/rtdetr_pytorch/src/nn/backbone/presnet.py#L34, https://github.com/lyuwenyu/RT-DETR/blob/main/RTDetrV2_pytorch/src/nn/backbone/presnet.py#L142, https://github.com/lyuwenyu/RT-DETR/blob/94f5e16708329d2f2716426868ec89aa774af016/RTDetrV2_paddle/ppdet/modeling/transformers/utils.py#L453, https://huggingface.co/RWKV/rwkv-4-169m-pile, https://huggingface.co/facebook/sam2.1-hiera-tiny, https://huggingface.co/facebook/sam3, https://huggingface.co/facebook/sam3_tracker.1-hiera-tiny, http://images.cocodataset.org/val2017/000000077595.jpg, https://github.com/ronghanghu/cc_torch, https://huggingface.co/Uminosachi/sam-hq, https://huggingface.co/facebook/sam_hq-vit-huge, https://huggingface.co/sushmanth/sam_hq_vit_h, https://blog.eleuther.ai/rotary-embeddings/, https://huggingface.co/papers/2005.08100, https://github.com/facebookresearch/speech-resynthesis, https://huggingface.co/papers/1609.03499, https://huggingface.co/ByteDance-Seed/SeedOss-36B, https://huggingface.co/nvidia/segformer-b0-finetuned-ade-512-512, https://raw.githubusercontent.com/baaivision/Painter/main/SegGPT/SegGPT_inference/examples/hmbb_2.jpg, https://raw.githubusercontent.com/baaivision/Painter/main/SegGPT/SegGPT_inference/examples/hmbb_1.jpg, https://raw.githubusercontent.com/baaivision/Painter/main/SegGPT/SegGPT_inference/examples/hmbb_1_target.png, https://huggingface.co/BAAI/seggpt-vit-large, https://huggingface.co/asapp/sew-tiny-100k, https://huggingface.co/asapp/sew-d-tiny-100k, https://huggingface.co/google/siglip2-base-patch16-224, https://huggingface.co/google/siglip2-base-patch16-naflex, https://huggingface.co/HuggingFaceTB/SmolLM3-3B, https://huggingface.co/google/siglip-so400m-patch14-384, https://huggingface.co/HuggingFaceTB/SmolVLM2-2.2B-Instruct, https://huggingface.co/facebook/s2t-small-librispeech-asr, https://huggingface.co/microsoft/speecht5_asr, https://huggingface.co/microsoft/speecht5_hifigan, https://huggingface.co/papers/1911.08460, https://huggingface.co/papers/1809.08895, https://aclanthology.org/N18-2074.pdf, https://huggingface.co/papers/1710.08969, https://huggingface.co/datasets/Matthijs/cmu-arctic-xvectors, https://huggingface.co/tau/splinter-base, https://huggingface.co/bigcode/starcoder2-7b, https://huggingface.co/papers/1911.11763, https://huggingface.co/magic-leap-community/superglue_indoor, https://huggingface.co/stabilityai/stablelm-3b-4e1t, https://huggingface.co/squeezebert/squeezebert-uncased, https://huggingface.co/magic-leap-community/superpoint, https://huggingface.co/papers/1712.07629, https://huggingface.co/spaces/jjourney1125/swin2sr/resolve/main/samples/butterfly.jpg, https://huggingface.co/MBZUAI/swiftformer-xs, https://huggingface.co/caidas/swin2sr-classicalsr-x2-64, https://huggingface.co/google/switch-base-8, https://huggingface.co/microsoft/swinv2-tiny-patch4-window8-256, https://huggingface.co/papers/2106.05974, https://huggingface.co/papers/2202.08906, https://huggingface.co/google/t5_gemma_module-7b, https://huggingface.co/google/t5gemma-2b-2b-prefixlm-it, https://huggingface.co/google/t5gemma2_text-7b, https://huggingface.co/google/t5gemma-2-270m-270m, https://huggingface.co/google-t5/t5-small, https://github.com/facebookresearch/table_transformer/blob/master/models/table_transformer.py, https://github.com/google-research/tapas/blob/4908213eb4df7aa988573350278b44c4dbe3f71b/tapas/experiments/prediction_utils.py#L288, https://github.com/google-research/tapas/blob/master/tapas/run_task_main.py, https://github.com/google-research/tapas/blob/master/tapas/utils/hparam_utils.py, https://huggingface.co/huggingface/time-series-transformer-tourism-monthly, https://huggingface.co/czczup/textnet-base, https://huggingface.co/google/timesfm-2.0-500m-pytorch, https://huggingface.co/facebook/timesformer-base-finetuned-k600, https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/beignets-task-guide.png, https://huggingface.co/microsoft/trocr-base-handwritten, https://fki.tic.heia-fr.ch/static/img/a01-122-02.jpg, https://huggingface.co/papers/2006.11477, https://huggingface.co/microsoft/unispeech-sat-base-100h-libri-ft, https://huggingface.co/google/umt5-small, https://huggingface.co/papers/1611.01144, https://huggingface.co/microsoft/unispeech-large-1500h-cv, https://huggingface.co/google/vaultgemma-7b, https://github.com/maum-ai/univnet/blob/9bb2b54838bb6d7ce767131cc7b8b61198bc7558/model/lvcnet.py#L7, https://huggingface.co/papers/2102.10815, https://github.com/maum-ai/univnet/blob/9bb2b54838bb6d7ce767131cc7b8b61198bc7558/model/lvcnet.py#L98, https://pytorch.org/docs/stable/generated/torch.Generator.html, https://github.com/seungwonpark/melgan/issues/8, https://huggingface.co/dg845/univnet-dev, https://github.com/maum-ai/univnet/blob/master/config/default_c32.yaml, https://huggingface.co/lkhl/VideoLLaMA3-2B-Image-HF, https://huggingface.co/MCG-NJU/videomae-base, https://huggingface.co/LanguageBind/Video-LLaVA-7B-hf, https://lil.nlp.cornell.edu/nlvr/exs/ex0_0.jpg, https://lil.nlp.cornell.edu/nlvr/exs/ex0_1.jpg, https://huggingface.co/dandelin/vilt-b32-mlm, https://farm3.staticflickr.com/2674/5850229113_4fe05d5265_z.jpg, https://huggingface.co/uclanlp/visualbert-vqa-coco-pre, https://huggingface.co/ybelkada/vip-llava-7b-hf, https://github.com/facebookresearch/ConvNeXt/blob/d1fa8f6fef0a165b27399986cc2bdacc92777e40/models/convnext.py#L119, https://huggingface.co/facebook/vit-mae-base, https://huggingface.co/facebook/vit_msn_base, https://huggingface.co/google/vitdet-base-patch16-224, https://huggingface.co/google/vit-base-patch16-224, https://github.com/open-mmlab/mmpose/blob/master/mmpose/core/post_processing/post_transforms.py, https://docs.scipy.org/doc/scipy/reference/generated/scipy.ndimage.affine_transform.html, https://docs.opencv.org/4.x/d4/d61/tutorial_warp_affine.html, https://github.com/ViTAE-Transformer/ViTPose/tree/main/mmpose/models/losses, https://huggingface.co/usyd-community/vitpose-base-simple, https://github.com/isi-nlp/uroman, https://huggingface.co/facebook/mms-tts-eng, https://huggingface.co/google/vivit-b-16x2-kinetics400, https://huggingface.co/facebook/vjepa2-vitl-fpc64-256, https://huggingface.co/mistralai/Voxtral-Mini-3B-2507, https://huggingface.co/datasets/hf-internal-testing/dummy-audio-samples/resolve/main/obama.mp3, https://en.wikipedia.org/wiki/ISO_639-1, https://huggingface.co/facebook/wav2vec2-base-960h, https://huggingface.co/facebook/mms-1b-all, https://huggingface.co/models?search=lv60, https://huggingface.co/facebook/wav2vec2-large-960h-lv60-self, https://huggingface.co/facebook/wav2vec2-base-960h/resolve/main/vocab.json, https://huggingface.co/facebook/wav2vec2-base-960h/resolve/main/tokenizer.json, https://huggingface.co/facebook/wav2vec2-bert-rel-pos-large, https://github.com/kensho-technologies/pyctcdecode/issues/65, https://huggingface.co/facebook/wav2vec2-conformer-rel-pos-large, https://github.com/bootphon/phonemizer#readme, https://huggingface.co/microsoft/wavlm-base, https://www.tysto.com/uk-us-spelling-list.html, https://huggingface.co/openai/whisper-tiny, https://github.com/huggingface/transformers/pull/35750, https://github.com/huggingface/transformers/pull/34537, https://github.com/huggingface/transformers/issues/21878#issuecomment-1451902363, https://github.com/huggingface/transformers/issues/25084#issuecomment-1664398224, https://github.com/huggingface/transformers/pull/28687, https://gist.github.com/hollance/42e32852f24243b748ae6bc1f985b13a, https://huggingface.co/microsoft/xclip-base-patch32, https://huggingface.co/facebook/xglm-564M, https://pytorch.org/get-started/locally/, https://huggingface.co/Manel/X-Codec, https://huggingface.co/FacebookAI/xlm-mlm-en-2048, https://github.com/facebookresearch/XLM/blob/master/tools/lowercase_and_remove_accent.py, https://github.com/PyThaiNLP/pythainlp, https://github.com/messense/rjieba-py, https://nlp.stanford.edu/software/stanford-segmenter-2018-10-16.zip, https://github.com/facebookresearch/XLM/tree/master/tools, https://huggingface.co/facebook/xlm-roberta-xl, https://huggingface.co/FacebookAI/xlm-roberta-base, https://huggingface.co/xlnet/xlnet-large-cased, https://huggingface.co/transformers/quickstart.html#using-the-past, https://github.com/zihangdai/xlnet/issues/41#issuecomment-505102587, https://huggingface.co/NX-AI/xLSTM-7b, https://huggingface.co/papers/2408.00118, https://pytorch.org/docs/stable/generated/torch.nn.RMSNorm.html, https://github.com/EleutherAI/gpt-neox/blob/main/megatron/model/init_functions.py, https://huggingface.co/facebook/xmod-base, https://huggingface.co/papers/2405.16712, https://huggingface.co/hustvl/yolos-base, https://huggingface.co/papers/2411.15242, https://huggingface.co/Zyphra/Zamba2-2.7B, https://huggingface.co/Zyphra/Zamba-7B-v1, https://huggingface.co/uw-madison/yoso-4096, https://huggingface.co/Intel/zoedepth-nyu/resolve/main/config.json, https://huggingface.co/transformers/main_classes/pipelines.html#pipeline-batching, https://github.com/google-research/bert/blob/f39e881b169b9d53bea03d2d341b31707a6c052b/optimization.py#L37, https://github.com/pytorch/fairseq/blob/master/fairseq/optim/adafactor.py, https://huggingface.co/papers/1804.04235, https://discuss.huggingface.co/t/t5-finetuning-tips/684/3, https://huggingface.co/models?filter=depth-estimation, https://www.ffmpeg.org/ffmpeg-devices.html#Input-Devices, https://github.com/huggingface/transformers/pull/20104, https://huggingface.co/models?filter=summarization, https://huggingface.co/docs/transformers/en/main_classes/text_generation#transformers.generation.GenerationMixin.generate, https://huggingface.co/models?filter=translation, https://huggingface.co/docs/transformers/en/chat_templating, https://github.com/huggingface/transformers/issues/14033#issuecomment-948385227, https://huggingface.co/datasets/Narsil/image_dummy/raw/main/parrots.png, https://huggingface.co/models?filter=mask-generation, https://huggingface.co/models?filter=image-to-image, https://huggingface.co/models?filter=image-segmentation, https://huggingface.co/docs/transformers/en/main_classes/text_generation, https://huggingface.co/models?filter=video-classification, https://pytorch.org/docs/1.13/generated/torch.meshgrid.html, https://github.com/pytorch/pytorch/issues/77764#issuecomment-2067838075, https://huggingface.co/papers/2306.00978, https://huggingface.co/papers/2309.05516, https://huggingface.co/docs/transformers/main/en/main_classes/quantization#offload-between-cpu-and-gpu, https://github.com/IST-DASLab/qutlass.git, https://pytorch.org/FBGEMM/fbgemm_gpu-development/InstallationInstructions.html#fbgemm-gpu-install-libraries, https://huggingface.co/papers/2402.17764, https://github.com/mobiusml/hqq/, https://quark.docs.amd.com/latest/, https://quark.docs.amd.com/latest/install.html, https://github.com/pytorch/ao/, https://safetensors-convert.hf.space, https://hub-ci.huggingface.co, https://github.com/jiaweizzhao/GaLore, https://github.com/zhuhanqing/APOLLO, https://github.com/jxnl/torch-optimi, https://github.com/OpenLMLab/LOMO, https://github.com/facebookresearch/schedule_free, https://github.com/intel/intel-extension-for-pytorch, https://github.com/pytest-dev/pytest/issues/3456, https://bugs.python.org/issue25532, https://bugs.python.org/issue17446, https://huggingface.co/mistralai/Mistral-Small-3.1-24B-Instruct-2503/discussions/84#69121093e8b480e709447d5e, https://huggingface.co/docs/transformers/chat_templating, https://huggingface.co/docs/transformers/main/en/chat_templating#automated-function-conversion-for-tool-use, https://huggingface.co/docs/transformers/main/en/chat_templating, https://twitter.com/jon_barron/status/1387167648669048833, https://en.wikipedia.org/wiki/Trie, https://github.com/mistralai/mistral-common, https://mistralai.github.io/mistral-common/usage/tokenizers/#special-tokens, https://github.com/mistralai/mistral-common/issues, https://github.com/huggingface/transformers/issues, https://github.com/huggingface/transformers/blob/052e652d6d53c2b26ffde87e039b723949a53493/src/transformers/trainer.py#L3618, https://huggingface.co/docs/transformers/model_doc/auto, https://huggingface.co/docs/transformers/peft, https://github.com/neelsjain/NEFTune, https://huggingface.co/papers/2310.05914, https://github.com/pytorch/torchdistx, https://github.com/pytorch/ao, https://github.com/huggingface/peft/issues/96, https://pytorch.org/docs/stable/notes/randomness.html, https://pytorch.org/docs/stable/generated/torch.nn.Module.html?highlight=load_state_dict#torch.nn.Module.load_state_dict, https://github.com/pytorch/pytorch/issues/16266, https://github.com/hiyouga/LLaMA-Factory/commit/8664262cde3919e10eaecbd66e8c5d356856362e#diff-ebe08ab14496dfb9e06075f0fdd36799ef6d1535cc4dd4715b74c4e3e06fe3ba, https://huggingface.co/docs/transformers/auto_docstring, https://huggingface.co/docs/transformers/installation#install-from-source, https://github.com/huggingface/transformers/tree/main/examples#important-note, https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/bee.jpg?download=true, https://github.com/huggingface/optimum-neuron, https://github.com/huggingface/transformers/issues/31372, https://github.com/huggingface/transformers/issues/34242, https://github.com/huggingface/transformers/issues/30404, https://s3.amazonaws.com/models.huggingface.co/bert, https://cdn.huggingface.co, https://huggingface.co/docs/transformers/installation#offline-mode, https://hf.co, https://ninja-build.org/, https://nvd.nist.gov/vuln/detail/CVE-2025-32434, https://github.com/google/torchax/blob/13ce870a1d9adb2430333c27bb623469e3aea34e/torchax/tensor.py#L134, https://github.com/jax-ml/jax/discussions/9241, https://docs.python.org/3/library/logging.html#integration-with-the-warnings-module, https://github.com/intel/auto-round?tab=readme-ov-file#specify-backend, https://huggingface.co/papers/2208.07339, https://github.com/ModelCloud/GPTQModel/blob/main/gptqmodel/utils/backend.py, https://github.com/pytorch/ao/tree/main/torchao/quantization#other-available-quantization-techniques Location: Package overview From: simlm/requirements.txt → pypi/transformers@5.0.0rc1 ℹ Read more on: This package | This alert | What are URL strings? Next steps: Take a moment to review the security alert above. Review the linked package source code to understand the potential risk. Ensure the package is not malicious before proceeding. If you're unsure how to proceed, reach out to your security team or ask the Socket team for help at support@socket.dev. Suggestion: Review all remote URLs to ensure they are intentional, pointing to trusted sources, and not being used for data exfiltration or loading untrusted code at runtime. Mark the package as acceptable risk. To ignore this alert only in this pull request, reply with the comment @SocketSecurity ignore pypi/transformers@5.0.0rc1. You can also ignore all packages with @SocketSecurity ignore-all. To ignore an alert for all future pull requests, use Socket's Dashboard to change the triage state of this alert.
See 1 more row in the dashboard

View full report