Path	Lines of Code
scripts/convert.py	343
scripts/extra/clap.py	1
scripts/extra/clip.py	22
scripts/extra/esm.py	42
scripts/extra/marian.py	88
scripts/extra/openelm.py	55
scripts/extra/siglip.py	24
scripts/extra/speecht5.py	110
scripts/extra/vits.py	82
scripts/extra/wav2vec2.py	49
scripts/extra/whisper.py	51
scripts/float16.py	644
scripts/quantize.py	268
scripts/utils.py	51
src/backends/onnx.js	97
src/base/feature_extraction_utils.js	21
src/base/image_processors_utils.js	805
src/base/processing_utils.js	78
src/configs.js	328
src/env.js	63
src/generation/configuration_utils.js	52
src/generation/logits_process.js	368
src/generation/logits_sampler.js	97
src/generation/parameters.js	1
src/generation/stopping_criteria.js	76
src/generation/streamers.js	134
src/models.js	4106
src/models/audio_spectrogram_transformer/feature_extraction_audio_spectrogram_transformer.js	59
src/models/auto/feature_extraction_auto.js	15
src/models/auto/image_processing_auto.js	18
src/models/auto/processing_auto.js	40
src/models/beit/image_processing_beit.js	4
src/models/bit/image_processing_bit.js	4
src/models/chinese_clip/image_processing_chinese_clip.js	4
src/models/clap/feature_extraction_clap.js	92
src/models/clip/image_processing_clip.js	5
src/models/convnext/image_processing_convnext.js	26
src/models/dac/feature_extraction_dac.js	2
src/models/deit/image_processing_deit.js	5
src/models/detr/image_processing_detr.js	25
src/models/donut/image_processing_donut.js	25
src/models/dpt/image_processing_dpt.js	5
src/models/efficientnet/image_processing_efficientnet.js	12
src/models/encodec/feature_extraction_encodec.js	16
src/models/feature_extractors.js	14
src/models/florence2/processing_florence2.js	76
src/models/gemma3n/feature_extraction_gemma3n.js	76
src/models/gemma3n/processing_gemma3n.js	53
src/models/glpn/image_processing_glpn.js	4
src/models/grounding_dino/image_processing_grounding_dino.js	12
src/models/grounding_dino/processing_grounding_dino.js	69
src/models/idefics3/image_processing_idefics3.js	162
src/models/idefics3/processing_idefics3.js	99
src/models/image_processors.js	39
src/models/janus/image_processing_janus.js	23
src/models/janus/processing_janus.js	89
src/models/jina_clip/image_processing_jina_clip.js	22
src/models/jina_clip/processing_jina_clip.js	18
src/models/llava/processing_llava.js	30
src/models/llava_onevision/image_processing_llava_onevision.js	4
src/models/mask2former/image_processing_mask2former.js	2
src/models/maskformer/image_processing_maskformer.js	14
src/models/mgp_str/processing_mgp_str.js	100
src/models/mobilenet_v1/image_processing_mobilenet_v1.js	5
src/models/mobilenet_v2/image_processing_mobilenet_v2.js	5
src/models/mobilenet_v3/image_processing_mobilenet_v3.js	5
src/models/mobilenet_v4/image_processing_mobilenet_v4.js	5
src/models/mobilevit/image_processing_mobilevit.js	5
src/models/moonshine/feature_extraction_moonshine.js	17
src/models/moonshine/processing_moonshine.js	10
src/models/nougat/image_processing_nougat.js	2
src/models/owlv2/image_processing_owlv2.js	2
src/models/owlvit/image_processing_owlvit.js	10
src/models/owlvit/processing_owlvit.js	7
src/models/paligemma/processing_paligemma.js	67
src/models/phi3_v/image_processing_phi3_v.js	129
src/models/phi3_v/processing_phi3_v.js	34
src/models/processors.js	21
src/models/pvt/image_processing_pvt.js	4
src/models/pyannote/feature_extraction_pyannote.js	64
src/models/pyannote/processing_pyannote.js	14
src/models/qwen2_vl/image_processing_qwen2_vl.js	25
src/models/qwen2_vl/processing_qwen2_vl.js	33
src/models/rt_detr/image_processing_rt_detr.js	9
src/models/sam/image_processing_sam.js	128
src/models/sam/processing_sam.js	14
src/models/sapiens/image_processing_sapiens.js	10
src/models/seamless_m4t/feature_extraction_seamless_m4t.js	136
src/models/segformer/image_processing_segformer.js	10
src/models/siglip/image_processing_siglip.js	4
src/models/smolvlm/image_processing_smolvlm.js	1
src/models/smolvlm/processing_smolvlm.js	1
src/models/snac/feature_extraction_snac.js	2
src/models/speecht5/feature_extraction_speecht5.js	2
src/models/speecht5/processing_speecht5.js	10
src/models/swin2sr/image_processing_swin2sr.js	17
src/models/ultravox/processing_ultravox.js	39
src/models/vit/image_processing_vit.js	5
src/models/vitmatte/image_processing_vitmatte.js	31
src/models/vitpose/image_processing_vitpose.js	57
src/models/wav2vec2/feature_extraction_wav2vec2.js	30
src/models/wav2vec2/processing_wav2vec2.js	10
src/models/wav2vec2_with_lm/processing_wav2vec2_with_lm.js	10
src/models/wespeaker/feature_extraction_wespeaker.js	80
src/models/whisper/common_whisper.js	136
src/models/whisper/feature_extraction_whisper.js	77
src/models/whisper/generation_whisper.js	15
src/models/whisper/processing_whisper.js	10
src/models/yolos/image_processing_yolos.js	10
src/ops/registry.js	104
src/pipelines.js	2068
src/tokenizers.js	2487
src/transformers.js	22
src/utils/audio.js	612
src/utils/constants.js	7
src/utils/core.js	78
src/utils/data-structures.js	302
src/utils/devices.js	13
src/utils/dtypes.js	44
src/utils/generic.js	11
src/utils/hub.js	460
src/utils/image.js	531
src/utils/maths.js	747
src/utils/tensor.js	1020
src/utils/video.js	85