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huggingface / transformers Public

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Nvidia CI - Flash Attn

Nvidia CI - Flash Attn #33

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Nvidia CI - Flash Attn #33

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Summary
Jobs
- Setup
- Setup (aws-g5-4xlarge-cache)
  
  Setup (aws-g5-12xlarge-cache)
  
  PyTorch pipelines
  
  Examples directory
  
  Torch CUDA extension tests
  
  Kernel tests
  
  (models/aimv2)
  
  (models/albert)
  
  (models/align)
  
  (models/altclip)
  
  (models/apertus)
  
  (models/arcee)
  
  (models/aria)
  
  (models/audio_spectrogram_transformer)
  
  (models/audioflamingo3)
  
  (models/auto)
  
  (models/autoformer)
  
  (models/aya_vision)
  
  (models/bamba)
  
  (models/bark)
  
  (models/bart)
  
  (models/barthez)
  
  (models/bartpho)
  
  (models/beit)
  
  (models/bert)
  
  (models/bert_generation)
  
  (models/bert_japanese)
  
  (models/bertweet)
  
  (models/big_bird)
  
  (models/bigbird_pegasus)
  
  (models/biogpt)
  
  (models/bit)
  
  (models/bitnet)
  
  (models/blenderbot)
  
  (models/blenderbot_small)
  
  (models/blip)
  
  (models/blip_2)
  
  (models/bloom)
  
  (models/blt)
  
  (models/bridgetower)
  
  (models/bros)
  
  (models/byt5)
  
  (models/camembert)
  
  (models/canine)
  
  (models/chameleon)
  
  (models/chinese_clip)
  
  (models/clap)
  
  (models/clip)
  
  (models/clipseg)
  
  (models/clvp)
  
  (models/code_llama)
  
  (models/codegen)
  
  (models/cohere)
  
  (models/cohere2)
  
  (models/cohere2_vision)
  
  (models/colpali)
  
  (models/colqwen2)
  
  (models/conditional_detr)
  
  (models/convbert)
  
  (models/convnext)
  
  (models/convnextv2)
  
  (models/cpm)
  
  (models/cpmant)
  
  (models/csm)
  
  (models/ctrl)
  
  (models/cvt)
  
  (models/cwm)
  
  (models/d_fine)
  
  (models/dab_detr)
  
  (models/dac)
  
  (models/data2vec)
  
  (models/dbrx)
  
  (models/deberta)
  
  (models/deberta_v2)
  
  (models/decision_transformer)
  
  (models/deepseek_v2)
  
  (models/deepseek_v3)
  
  (models/deepseek_vl)
  
  (models/deepseek_vl_hybrid)
  
  (models/deformable_detr)
  
  (models/deit)
  
  (models/depth_anything)
  
  (models/depth_pro)
  
  (models/detr)
  
  (models/dia)
  
  (models/diffllama)
  
  (models/dinat)
  
  (models/dinov2)
  
  (models/dinov2_with_registers)
  
  (models/dinov3_convnext)
  
  (models/dinov3_vit)
  
  (models/distilbert)
  
  (models/dit)
  
  (models/doge)
  
  (models/donut)
  
  (models/dots1)
  
  (models/dpr)
  
  (models/dpt)
  
  (models/edgetam)
  
  (models/edgetam_video)
  
  (models/efficientloftr)
  
  (models/efficientnet)
  
  (models/electra)
  
  (models/emu3)
  
  (models/encodec)
  
  (models/encoder_decoder)
  
  (models/eomt)
  
  (models/ernie)
  
  (models/ernie4_5)
  
  (models/ernie4_5_moe)
  
  (models/esm)
  
  (models/evolla)
  
  (models/exaone4)
  
  (models/falcon)
  
  (models/falcon_h1)
  
  (models/falcon_mamba)
  
  (models/fastspeech2_conformer)
  
  (models/flaubert)
  
  (models/flava)
  
  (models/flex_olmo)
  
  (models/florence2)
  
  (models/fnet)
  
  (models/focalnet)
  
  (models/fsmt)
  
  (models/funnel)
  
  (models/fuyu)
  
  (models/gemma)
  
  (models/gemma2)
  
  (models/gemma3)
  
  (models/gemma3n)
  
  (models/git)
  
  (models/glm)
  
  (models/glm4)
  
  (models/glm46v)
  
  (models/glm4_moe)
  
  (models/glm4v)
  
  (models/glm4v_moe)
  
  (models/glpn)
  
  (models/got_ocr2)
  
  (models/gpt2)
  
  (models/gpt_bigcode)
  
  (models/gpt_neo)
  
  (models/gpt_neox)
  
  (models/gpt_neox_japanese)
  
  (models/gpt_oss)
  
  (models/gpt_sw3)
  
  (models/gptj)
  
  (models/granite)
  
  (models/granite_speech)
  
  (models/granitemoe)
  
  (models/granitemoehybrid)
  
  (models/granitemoeshared)
  
  (models/grounding_dino)
  
  (models/groupvit)
  
  (models/helium)
  
  (models/herbert)
  
  (models/hgnet_v2)
  
  (models/hiera)
  
  (models/hubert)
  
  (models/hunyuan_v1_dense)
  
  (models/hunyuan_v1_moe)
  
  (models/ibert)
  
  (models/idefics)
  
  (models/idefics2)
  
  (models/idefics3)
  
  (models/ijepa)
  
  (models/imagegpt)
  
  (models/informer)
  
  (models/instructblip)
  
  (models/instructblipvideo)
  
  (models/internvl)
  
  (models/jamba)
  
  (models/janus)
  
  (models/jetmoe)
  
  (models/kosmos2)
  
  (models/kosmos2_5)
  
  (models/kyutai_speech_to_text)
  
  (models/layoutlm)
  
  (models/layoutlmv2)
  
  (models/layoutlmv3)
  
  (models/layoutxlm)
  
  (models/led)
  
  (models/levit)
  
  (models/lfm2)
  
  (models/lfm2_moe)
  
  (models/lfm2_vl)
  
  (models/lightglue)
  
  (models/lilt)
  
  (models/llama)
  
  (models/llama4)
  
  (models/llava)
  
  (models/llava_next)
  
  (models/llava_next_video)
  
  (models/llava_onevision)
  
  (models/longcat_flash)
  
  (models/longformer)
  
  (models/longt5)
  
  (models/luke)
  
  (models/lxmert)
  
  (models/m2m_100)
  
  (models/mamba)
  
  (models/mamba2)
  
  (models/marian)
  
  (models/markuplm)
  
  (models/mask2former)
  
  (models/maskformer)
  
  (models/mbart)
  
  (models/mbart50)
  
  (models/megatron_bert)
  
  Collated reports
  
  (models/megatron_gpt2)
  
  (models/metaclip_2)
  
  (models/mgp_str)
  
  (models/mimi)
  
  (models/minimax)
  
  (models/ministral)
  
  (models/mistral)
  
  (models/mistral3)
  
  (models/mixtral)
  
  (models/mlcd)
  
  (models/mllama)
  
  (models/mluke)
  
  (models/mm_grounding_dino)
  
  (models/mobilebert)
  
  (models/mobilenet_v1)
  
  (models/mobilenet_v2)
  
  (models/mobilevit)
  
  (models/mobilevitv2)
  
  (models/modernbert)
  
  (models/modernbert_decoder)
  
  (models/moonshine)
  
  (models/moshi)
  
  (models/mpnet)
  
  (models/mpt)
  
  (models/mra)
  
  (models/mt5)
  
  (models/musicgen)
  
  (models/musicgen_melody)
  
  (models/mvp)
  
  (models/myt5)
  
  (models/nemotron)
  
  (models/nllb)
  
  (models/nllb_moe)
  
  (models/nougat)
  
  (models/nystromformer)
  
  (models/olmo)
  
  (models/olmo2)
  
  (models/olmo3)
  
  (models/olmoe)
  
  (models/omdet_turbo)
  
  (models/oneformer)
  
  (models/openai)
  
  (models/opt)
  
  (models/ovis2)
  
  (models/owlv2)
  
  (models/owlvit)
  
  (models/paligemma)
  
  (models/paligemma2)
  
  (models/parakeet)
  
  (models/patchtsmixer)
  
  (models/patchtst)
  
  (models/pegasus)
  
  (models/pegasus_x)
  
  (models/perceiver)
  
  (models/perception_lm)
  
  (models/persimmon)
  
  (models/phi)
  
  (models/phi3)
  
  (models/phi4_multimodal)
  
  (models/phimoe)
  
  (models/phobert)
  
  (models/pix2struct)
  
  (models/pixtral)
  
  (models/plbart)
  
  (models/poolformer)
  
  (models/pop2piano)
  
  (models/prompt_depth_anything)
  
  (models/prophetnet)
  
  (models/pvt)
  
  (models/pvt_v2)
  
  (models/qwen2)
  
  (models/qwen2_5_omni)
  
  (models/qwen2_5_vl)
  
  (models/qwen2_audio)
  
  (models/qwen2_moe)
  
  (models/qwen2_vl)
  
  (models/qwen3)
  
  (models/qwen3_moe)
  
  (models/qwen3_next)
  
  (models/qwen3_omni_moe)
  
  (models/qwen3_vl)
  
  (models/qwen3_vl_moe)
  
  (models/rag)
  
  (models/recurrent_gemma)
  
  (models/reformer)
  
  (models/regnet)
  
  (models/rembert)
  
  (models/resnet)
  
  (models/roberta)
  
  (models/roberta_prelayernorm)
  
  (models/roc_bert)
  
  (models/roformer)
  
  (models/rt_detr)
  
  (models/rt_detr_v2)
  
  (models/rwkv)
  
  (models/sam)
  
  (models/sam2)
  
  (models/sam2_video)
  
  (models/sam_hq)
  
  (models/seamless_m4t)
  
  (models/seamless_m4t_v2)
  
  (models/seed_oss)
  
  (models/segformer)
  
  (models/seggpt)
  
  (models/sew)
  
  (models/sew_d)
  
  (models/shieldgemma2)
  
  (models/siglip)
  
  (models/siglip2)
  
  (models/smollm3)
  
  (models/smolvlm)
  
  (models/speech_encoder_decoder)
  
  (models/speech_to_text)
  
  (models/speecht5)
  
  (models/splinter)
  
  (models/squeezebert)
  
  (models/stablelm)
  
  (models/starcoder2)
  
  (models/superglue)
  
  (models/superpoint)
  
  (models/swiftformer)
  
  (models/swin)
  
  (models/swin2sr)
  
  (models/swinv2)
  
  (models/switch_transformers)
  
  (models/t5)
  
  (models/t5gemma)
  
  (models/table_transformer)
  
  (models/tapas)
  
  (models/textnet)
  
  (models/time_series_transformer)
  
  (models/timesfm)
  
  (models/timesformer)
  
  (models/timm_backbone)
  
  (models/timm_wrapper)
  
  (models/trocr)
  
  (models/tvp)
  
  (models/udop)
  
  (models/umt5)
  
  (models/unispeech)
  
  (models/unispeech_sat)
  
  (models/univnet)
  
  (models/upernet)
  
  (models/vaultgemma)
  
  (models/video_llama_3)
  
  (models/video_llava)
  
  (models/videomae)
  
  (models/vilt)
  
  (models/vipllava)
  
  (models/vision_encoder_decoder)
  
  (models/vision_text_dual_encoder)
  
  (models/visual_bert)
  
  (models/vit)
  
  (models/vit_mae)
  
  (models/vit_msn)
  
  (models/vitdet)
  
  (models/vitmatte)
  
  (models/vitpose)
  
  (models/vitpose_backbone)
  
  (models/vits)
  
  (models/vivit)
  
  (models/vjepa2)
  
  (models/voxtral)
  
  (models/wav2vec2)
  
  (models/wav2vec2_bert)
  
  (models/wav2vec2_conformer)
  
  (models/wav2vec2_phoneme)
  
  (models/wav2vec2_with_lm)
  
  (models/wavlm)
  
  (models/whisper)
  
  (models/x_clip)
  
  (models/xcodec)
  
  (models/xglm)
  
  (models/xlm)
  
  (models/xlm_roberta)
  
  (models/xlm_roberta_xl)
  
  (models/xlnet)
  
  (models/xlstm)
  
  (models/xmod)
  
  (models/yolos)
  
  (models/yoso)
  
  (models/zamba)
  
  (models/zamba2)
  
  (models/zoedepth)
  
  (cli)
  
  (deepspeed)
  
  (extended)
  
  (fixtures)
  
  (fsdp)
  
  (generation)
  
  (integrations)
  
  (kernels)
  
  (optimization)
  
  (peft_integration)
  
  (pipelines)
  
  (quantization)
  
  (repo_utils)
  
  (sagemaker)
  
  (tensor_parallel)
  
  (tokenization)
  
  (trainer)
  
  (utils)
  
  Collated reports
  
  (models/aimv2)
  
  (models/albert)
  
  (models/align)
  
  (models/altclip)
  
  (models/apertus)
  
  (models/arcee)
  
  (models/aria)
  
  (models/audio_spectrogram_transformer)
  
  (models/audioflamingo3)
  
  (models/auto)
  
  (models/autoformer)
  
  (models/aya_vision)
  
  (models/bamba)
  
  (models/bark)
  
  (models/bart)
  
  (models/barthez)
  
  (models/bartpho)
  
  (models/beit)
  
  (models/bert)
  
  (models/bert_generation)
  
  (models/bert_japanese)
  
  (models/bertweet)
  
  (models/big_bird)
  
  (models/bigbird_pegasus)
  
  (models/biogpt)
  
  (models/bit)
  
  (models/bitnet)
  
  (models/blenderbot)
  
  (models/blenderbot_small)
  
  (models/blip)
  
  (models/blip_2)
  
  (models/bloom)
  
  (models/blt)
  
  (models/bridgetower)
  
  (models/bros)
  
  (models/byt5)
  
  (models/camembert)
  
  (models/canine)
  
  (models/chameleon)
  
  (models/chinese_clip)
  
  (models/clap)
  
  (models/clip)
  
  (models/clipseg)
  
  (models/clvp)
  
  (models/code_llama)
  
  (models/codegen)
  
  (models/cohere)
  
  (models/cohere2)
  
  (models/cohere2_vision)
  
  (models/colpali)
  
  (models/colqwen2)
  
  (models/conditional_detr)
  
  (models/convbert)
  
  (models/convnext)
  
  (models/convnextv2)
  
  (models/cpm)
  
  (models/cpmant)
  
  (models/csm)
  
  (models/ctrl)
  
  (models/cvt)
  
  (models/cwm)
  
  (models/d_fine)
  
  (models/dab_detr)
  
  (models/dac)
  
  (models/data2vec)
  
  (models/dbrx)
  
  (models/deberta)
  
  (models/deberta_v2)
  
  (models/decision_transformer)
  
  (models/deepseek_v2)
  
  (models/deepseek_v3)
  
  (models/deepseek_vl)
  
  (models/deepseek_vl_hybrid)
  
  (models/deformable_detr)
  
  (models/deit)
  
  (models/depth_anything)
  
  (models/depth_pro)
  
  (models/detr)
  
  (models/dia)
  
  (models/diffllama)
  
  (models/dinat)
  
  (models/dinov2)
  
  (models/dinov2_with_registers)
  
  (models/dinov3_convnext)
  
  (models/dinov3_vit)
  
  (models/distilbert)
  
  (models/dit)
  
  (models/doge)
  
  (models/donut)
  
  (models/dots1)
  
  (models/dpr)
  
  (models/dpt)
  
  (models/edgetam)
  
  (models/edgetam_video)
  
  (models/efficientloftr)
  
  (models/efficientnet)
  
  (models/electra)
  
  (models/emu3)
  
  (models/encodec)
  
  (models/encoder_decoder)
  
  (models/eomt)
  
  (models/ernie)
  
  (models/ernie4_5)
  
  (models/ernie4_5_moe)
  
  (models/esm)
  
  (models/evolla)
  
  (models/exaone4)
  
  (models/falcon)
  
  (models/falcon_h1)
  
  (models/falcon_mamba)
  
  (models/fastspeech2_conformer)
  
  (models/flaubert)
  
  (models/flava)
  
  (models/flex_olmo)
  
  (models/florence2)
  
  (models/fnet)
  
  (models/focalnet)
  
  (models/fsmt)
  
  (models/funnel)
  
  (models/fuyu)
  
  (models/gemma)
  
  (models/gemma2)
  
  (models/gemma3)
  
  (models/gemma3n)
  
  (models/git)
  
  (models/glm)
  
  (models/glm4)
  
  (models/glm46v)
  
  (models/glm4_moe)
  
  (models/glm4v)
  
  (models/glm4v_moe)
  
  (models/glpn)
  
  (models/got_ocr2)
  
  (models/gpt2)
  
  (models/gpt_bigcode)
  
  (models/gpt_neo)
  
  (models/gpt_neox)
  
  (models/gpt_neox_japanese)
  
  (models/gpt_oss)
  
  (models/gpt_sw3)
  
  (models/gptj)
  
  (models/granite)
  
  (models/granite_speech)
  
  (models/granitemoe)
  
  (models/granitemoehybrid)
  
  (models/granitemoeshared)
  
  (models/grounding_dino)
  
  (models/groupvit)
  
  (models/helium)
  
  (models/herbert)
  
  (models/hgnet_v2)
  
  (models/hiera)
  
  (models/hubert)
  
  (models/hunyuan_v1_dense)
  
  (models/hunyuan_v1_moe)
  
  (models/ibert)
  
  (models/idefics)
  
  (models/idefics2)
  
  (models/idefics3)
  
  (models/ijepa)
  
  (models/imagegpt)
  
  (models/informer)
  
  (models/instructblip)
  
  (models/instructblipvideo)
  
  (models/internvl)
  
  (models/jamba)
  
  (models/janus)
  
  (models/jetmoe)
  
  (models/kosmos2)
  
  (models/kosmos2_5)
  
  (models/kyutai_speech_to_text)
  
  (models/layoutlm)
  
  (models/layoutlmv2)
  
  (models/layoutlmv3)
  
  (models/layoutxlm)
  
  (models/led)
  
  (models/levit)
  
  (models/lfm2)
  
  (models/lfm2_moe)
  
  (models/lfm2_vl)
  
  (models/lightglue)
  
  (models/lilt)
  
  (models/llama)
  
  (models/llama4)
  
  (models/llava)
  
  (models/llava_next)
  
  (models/llava_next_video)
  
  (models/llava_onevision)
  
  (models/longcat_flash)
  
  (models/longformer)
  
  (models/longt5)
  
  (models/luke)
  
  (models/lxmert)
  
  (models/m2m_100)
  
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