bases
listlengths
0
8
model
stringlengths
3
28
modular_file
stringlengths
42
92
[ "roberta" ]
camembert
src/transformers/models/camembert/modular_camembert.py
[ "auto", "gemma2", "gemma3", "paligemma", "timm_wrapper" ]
gemma3n
src/transformers/models/gemma3n/modular_gemma3n.py
[ "glm4v" ]
glm_ocr
src/transformers/models/glm_ocr/modular_glm_ocr.py
[ "detr" ]
deformable_detr
src/transformers/models/deformable_detr/modular_deformable_detr.py
[ "clip", "gemma2", "llama", "llama4", "qwen3" ]
nanochat
src/transformers/models/nanochat/modular_nanochat.py
[ "modernbert" ]
modernbert_decoder
src/transformers/models/modernbert_decoder/modular_modernbert_decoder.py
[ "auto", "rt_detr", "rt_detr_v2" ]
d_fine
src/transformers/models/d_fine/modular_d_fine.py
[]
segformer
src/transformers/models/segformer/modular_segformer.py
[ "qwen3_5", "qwen3_next", "qwen3_vl", "qwen3_vl_moe" ]
qwen3_5_moe
src/transformers/models/qwen3_5_moe/modular_qwen3_5_moe.py
[ "llama", "mixtral" ]
dbrx
src/transformers/models/dbrx/modular_dbrx.py
[ "deepseek_v3", "glm4_moe" ]
glm4_moe_lite
src/transformers/models/glm4_moe_lite/modular_glm4_moe_lite.py
[ "dinov2", "vit" ]
pixio
src/transformers/models/pixio/modular_pixio.py
[ "llava", "mistral" ]
mistral3
src/transformers/models/mistral3/modular_mistral3.py
[ "bart", "bigbird_pegasus", "mbart" ]
plbart
src/transformers/models/plbart/modular_plbart.py
[ "llama", "mixtral", "qwen2_moe" ]
deepseek_v3
src/transformers/models/deepseek_v3/modular_deepseek_v3.py
[ "aimv2", "auto", "llama", "llava", "llava_next", "siglip" ]
ovis2
src/transformers/models/ovis2/modular_ovis2.py
[ "wav2vec2" ]
wav2vec2_conformer
src/transformers/models/wav2vec2_conformer/modular_wav2vec2_conformer.py
[ "auto", "llama", "llava", "llava_next" ]
aria
src/transformers/models/aria/modular_aria.py
[]
vipllava
src/transformers/models/vipllava/modular_vipllava.py
[ "ernie4_5", "llama", "mixtral", "qwen3_moe" ]
ernie4_5_moe
src/transformers/models/ernie4_5_moe/modular_ernie4_5_moe.py
[ "vit" ]
ijepa
src/transformers/models/ijepa/modular_ijepa.py
[ "deepseek_v3", "glm4_moe", "glm4_moe_lite" ]
glm_moe_dsa
src/transformers/models/glm_moe_dsa/modular_glm_moe_dsa.py
[ "auto", "llama" ]
csm
src/transformers/models/csm/modular_csm.py
[ "cohere2", "llama", "mllama" ]
blt
src/transformers/models/blt/modular_blt.py
[ "llama" ]
hunyuan_v1_dense
src/transformers/models/hunyuan_v1_dense/modular_hunyuan_v1_dense.py
[ "superglue" ]
efficientloftr
src/transformers/models/efficientloftr/modular_efficientloftr.py
[ "idefics3" ]
smolvlm
src/transformers/models/smolvlm/modular_smolvlm.py
[ "wav2vec2" ]
unispeech
src/transformers/models/unispeech/modular_unispeech.py
[ "bert", "roberta" ]
xlm_roberta_xl
src/transformers/models/xlm_roberta_xl/modular_xlm_roberta_xl.py
[ "llama" ]
seed_oss
src/transformers/models/seed_oss/modular_seed_oss.py
[ "llama", "phi3" ]
dia
src/transformers/models/dia/modular_dia.py
[ "layoutlmv2" ]
layoutxlm
src/transformers/models/layoutxlm/modular_layoutxlm.py
[]
yolos
src/transformers/models/yolos/modular_yolos.py
[ "gpt_oss", "llama", "qwen2_moe" ]
afmoe
src/transformers/models/afmoe/modular_afmoe.py
[]
bamba
src/transformers/models/bamba/modular_bamba.py
[]
siglip2
src/transformers/models/siglip2/modular_siglip2.py
[ "bert" ]
roberta
src/transformers/models/roberta/modular_roberta.py
[ "depth_anything" ]
prompt_depth_anything
src/transformers/models/prompt_depth_anything/modular_prompt_depth_anything.py
[ "auto", "pe_audio_video" ]
pe_video
src/transformers/models/pe_video/modular_pe_video.py
[ "llama", "nemotron" ]
jais2
src/transformers/models/jais2/modular_jais2.py
[]
aya_vision
src/transformers/models/aya_vision/modular_aya_vision.py
[ "gemma2" ]
vaultgemma
src/transformers/models/vaultgemma/modular_vaultgemma.py
[ "deepseek_v3", "glm4", "glm4_moe", "glm4v", "gpt_neox", "qwen3_vl_moe" ]
glm4v_moe
src/transformers/models/glm4v_moe/modular_glm4v_moe.py
[ "auto", "clip", "cohere", "llama", "superglue", "superpoint" ]
lightglue
src/transformers/models/lightglue/modular_lightglue.py
[ "qwen3_moe", "qwen3_vl" ]
qwen3_vl_moe
src/transformers/models/qwen3_vl_moe/modular_qwen3_vl_moe.py
[ "auto", "sam2_video" ]
sam3_tracker_video
src/transformers/models/sam3_tracker_video/modular_sam3_tracker_video.py
[ "cohere", "deepseek_v3", "glm", "gpt_neox" ]
glm4_moe
src/transformers/models/glm4_moe/modular_glm4_moe.py
[ "auto", "grounding_dino" ]
mm_grounding_dino
src/transformers/models/mm_grounding_dino/modular_mm_grounding_dino.py
[ "llama", "qwen2_5_vl", "qwen2_audio", "qwen2_vl" ]
qwen2_5_omni
src/transformers/models/qwen2_5_omni/modular_qwen2_5_omni.py
[ "auto", "sam2" ]
sam3_tracker
src/transformers/models/sam3_tracker/modular_sam3_tracker.py
[ "wav2vec2", "wav2vec2_conformer" ]
wav2vec2_bert
src/transformers/models/wav2vec2_bert/modular_wav2vec2_bert.py
[]
dinov2_with_registers
src/transformers/models/dinov2_with_registers/modular_dinov2_with_registers.py
[ "qwen3", "qwen3_next", "qwen3_vl" ]
qwen3_5
src/transformers/models/qwen3_5/modular_qwen3_5.py
[ "bert" ]
ernie
src/transformers/models/ernie/modular_ernie.py
[]
falcon_h1
src/transformers/models/falcon_h1/modular_falcon_h1.py
[ "rt_detr" ]
hgnet_v2
src/transformers/models/hgnet_v2/modular_hgnet_v2.py
[ "auto", "convnext", "dab_detr", "deformable_detr", "llama", "rt_detr", "vit", "vitdet" ]
lw_detr
src/transformers/models/lw_detr/modular_lw_detr.py
[ "llama", "qwen2" ]
cwm
src/transformers/models/cwm/modular_cwm.py
[ "auto", "bart", "beit", "llama4", "llava" ]
florence2
src/transformers/models/florence2/modular_florence2.py
[ "auto", "sam2" ]
sam2_video
src/transformers/models/sam2_video/modular_sam2_video.py
[ "clip", "janus", "llama", "llava" ]
internvl
src/transformers/models/internvl/modular_internvl.py
[ "audioflamingo3", "glm", "llama" ]
glmasr
src/transformers/models/glmasr/modular_glmasr.py
[ "auto" ]
instructblipvideo
src/transformers/models/instructblipvideo/modular_instructblipvideo.py
[ "llama", "phi3" ]
glm
src/transformers/models/glm/modular_glm.py
[ "granitemoe" ]
granitemoeshared
src/transformers/models/granitemoeshared/modular_granitemoeshared.py
[ "mimi", "qwen2_5_omni", "qwen2_moe", "qwen3", "qwen3_moe", "qwen3_vl_moe" ]
qwen3_omni_moe
src/transformers/models/qwen3_omni_moe/modular_qwen3_omni_moe.py
[ "sam2" ]
sam3
src/transformers/models/sam3/modular_sam3.py
[ "glm4", "qwen2_5_vl", "qwen2_vl" ]
glm4v
src/transformers/models/glm4v/modular_glm4v.py
[ "auto", "llava" ]
fast_vlm
src/transformers/models/fast_vlm/modular_fast_vlm.py
[ "phi3", "siglip" ]
phi4_multimodal
src/transformers/models/phi4_multimodal/modular_phi4_multimodal.py
[ "llama", "qwen2" ]
smollm3
src/transformers/models/smollm3/modular_smollm3.py
[ "clip", "llama" ]
phi
src/transformers/models/phi/modular_phi.py
[ "auto", "maskformer", "sam", "vitdet" ]
sam2
src/transformers/models/sam2/modular_sam2.py
[ "llama" ]
persimmon
src/transformers/models/persimmon/modular_persimmon.py
[ "auto", "rt_detr" ]
rt_detr_v2
src/transformers/models/rt_detr_v2/modular_rt_detr_v2.py
[ "lfm2", "llama", "mixtral", "qwen2_moe" ]
lfm2_moe
src/transformers/models/lfm2_moe/modular_lfm2_moe.py
[ "owlvit" ]
owlv2
src/transformers/models/owlv2/modular_owlv2.py
[ "glm", "llama", "olmo" ]
ernie4_5
src/transformers/models/ernie4_5/modular_ernie4_5.py
[ "auto", "encodec", "llama", "mimi", "moshi" ]
kyutai_speech_to_text
src/transformers/models/kyutai_speech_to_text/modular_kyutai_speech_to_text.py
[ "llama" ]
mistral
src/transformers/models/mistral/modular_mistral.py
[ "gemma", "gemma2", "llama", "mixtral" ]
qwen2_moe
src/transformers/models/qwen2_moe/modular_qwen2_moe.py
[ "gemma", "llama" ]
bitnet
src/transformers/models/bitnet/modular_bitnet.py
[ "ernie4_5", "qwen2_5_omni", "qwen2_vl", "siglip", "video_llama_3" ]
paddleocr_vl
src/transformers/models/paddleocr_vl/modular_paddleocr_vl.py
[]
llava_onevision
src/transformers/models/llava_onevision/modular_llava_onevision.py
[ "llama", "mixtral", "qwen2_moe", "qwen3" ]
qwen3_moe
src/transformers/models/qwen3_moe/modular_qwen3_moe.py
[ "llama", "qwen2_5_vl", "qwen2_vl", "qwen3" ]
qwen3_vl
src/transformers/models/qwen3_vl/modular_qwen3_vl.py
[ "qwen2_audio", "voxtral", "whisper" ]
audioflamingo3
src/transformers/models/audioflamingo3/modular_audioflamingo3.py