huggingface / diffusers File Size

Intro

File size measurements show the distribution of size of files.
Files are classified in four categories based on their size (lines of code): 1-100 (very small files), 101-200 (small files), 201-500 (medium size files), 501-1000 (long files), 1001+(very long files).
It is a good practice to keep files small. Long files may become "bloaters", code that have increased to such gargantuan proportions that they are hard to work with.

Learn more...

File Size Overall

There are 747 files with 248,081 lines of code.

31 very long files (46,773 lines of code)
159 long files (108,006 lines of code)
203 medium size files (68,234 lines of codeclsfd_ftr_w_mp_ins)
99 small files (14,524 lines of code)
255 very small files (10,544 lines of code)

Legend:

1001+

501-1000

201-500

101-200

1-100

explore: grouped by folders | grouped by size | sunburst | 3D view

File Size per Extension

1001+

501-1000

201-500

101-200

1-100

File Size per Logical Decomposition

primary

1001+

501-1000

201-500

101-200

1-100

Longest Files (Top 50)

File	# lines	# units
attention_processor.py in src/diffusers/models	4221	121
unet_2d_blocks.py in src/diffusers/models/unets	3090	59
lora_pipeline.py in src/diffusers/loaders	2994	101
single_file_utils.py in src/diffusers/loaders	2787	58
dummy_torch_and_transformers_objects.py in src/diffusers/utils	2031	609
modeling_text_unet.py in src/diffusers/pipelines/deprecated/versatile_diffusion	1815	35
unet_motion_model.py in src/diffusers/models/unets	1638	30
embeddings.py in src/diffusers/models	1609	101
lora_conversion_utils.py in src/diffusers/loaders	1462	16
dummy_pt_objects.py in src/diffusers/utils	1399	423
convert_from_ckpt.py in src/diffusers/pipelines/stable_diffusion	1377	22
controlnet_xs.py in src/diffusers/models/controlnets	1337	37
pipeline_controlnet_inpaint_sd_xl.py in src/diffusers/pipelines/controlnet	1252	24
unet_3d_blocks.py in src/diffusers/models/unets	1242	31
pipeline_utils.py in src/diffusers/pipelines	1199	40
pipeline_controlnet_union_inpaint_sd_xl.py in src/diffusers/pipelines/controlnet	1181	24
__init__.py in src/diffusers	1159	-
modeling_utils.py in src/diffusers/models	1158	45
pipeline_leditspp_stable_diffusion_xl.py in src/diffusers/pipelines/ledits_pp	1149	38
pipeline_pag_sd_xl_inpaint.py in src/diffusers/pipelines/pag	1131	27
pipeline_stable_diffusion_xl_inpaint.py in src/diffusers/pipelines/stable_diffusion_xl	1104	28
pipeline_pag_controlnet_sd_xl_img2img.py in src/diffusers/pipelines/pag	1087	19
pipeline_controlnet_sd_xl_img2img.py in src/diffusers/pipelines/controlnet	1076	20
modeling_audioldm2.py in src/diffusers/pipelines/audioldm2	1060	17
pipeline_pag_controlnet_sd_xl.py in src/diffusers/pipelines/pag	1049	20
autoencoder_kl_ltx.py in src/diffusers/models/autoencoders	1047	37
pipeline_controlnet_union_sd_xl.py in src/diffusers/pipelines/controlnet	1039	21
pipeline_controlnet_sd_xl.py in src/diffusers/pipelines/controlnet	1039	21
pipeline_pag_controlnet_sd_inpaint.py in src/diffusers/pipelines/pag	1018	21
pipeline_controlnet_inpaint.py in src/diffusers/pipelines/controlnet	1013	23
pipeline_controlnet_union_sd_xl_img2img.py in src/diffusers/pipelines/controlnet	1010	20
pipeline_leditspp_stable_diffusion.py in src/diffusers/pipelines/ledits_pp	998	33
pipeline_unidiffuser.py in src/diffusers/pipelines/unidiffuser	978	30
convert_kandinsky_to_diffusers.py in scripts	971	33
pipeline_pag_sd_xl_img2img.py in src/diffusers/pipelines/pag	966	25
pipeline_stable_diffusion_xl_img2img.py in src/diffusers/pipelines/stable_diffusion_xl	935	25
autoencoder_kl_cogvideox.py in src/diffusers/models/autoencoders	920	32
convert_if.py in scripts	918	21
pipeline_stable_diffusion_diffedit.py in src/diffusers/pipelines/stable_diffusion_diffedit	915	20
pipeline_pag_sd_inpaint.py in src/diffusers/pipelines/pag	908	23
pipeline_stable_diffusion_inpaint.py in src/diffusers/pipelines/stable_diffusion	900	22
pipeline_stable_diffusion_3_inpaint.py in src/diffusers/pipelines/stable_diffusion_3	892	22
convert_consistency_decoder.py in scripts	890	27
pipeline_animatediff_video2video_controlnet.py in src/diffusers/pipelines/animatediff	889	20
pipeline_controlnet.py in src/diffusers/pipelines/controlnet	887	21
pipeline_controlnet_img2img.py in src/diffusers/pipelines/controlnet	881	22
convert_shap_e_to_diffusers.py in scripts	870	15
pipeline_pag_controlnet_sd.py in src/diffusers/pipelines/pag	867	18
testing_utils.py in src/diffusers/utils	865	84
transformer_hunyuan_video.py in src/diffusers/models/transformers	865	32

Files With Most Units (Top 50)

File	# lines	# units
dummy_torch_and_transformers_objects.py in src/diffusers/utils	2031	609
dummy_pt_objects.py in src/diffusers/utils	1399	423
attention_processor.py in src/diffusers/models	4221	121
embeddings.py in src/diffusers/models	1609	101
lora_pipeline.py in src/diffusers/loaders	2994	101
testing_utils.py in src/diffusers/utils	865	84
import_utils.py in src/diffusers/utils	446	60
unet_2d_blocks.py in src/diffusers/models/unets	3090	59
single_file_utils.py in src/diffusers/loaders	2787	58
modeling_utils.py in src/diffusers/models	1158	45
dummy_flax_objects.py in src/diffusers/utils	141	42
pipeline_utils.py in src/diffusers/pipelines	1199	40
unet_1d_blocks.py in src/diffusers/models/unets	535	39
pipeline_leditspp_stable_diffusion_xl.py in src/diffusers/pipelines/ledits_pp	1149	38
autoencoder_kl_ltx.py in src/diffusers/models/autoencoders	1047	37
controlnet_xs.py in src/diffusers/models/controlnets	1337	37
autoencoder_kl_hunyuan_video.py in src/diffusers/models/autoencoders	791	36
modeling_text_unet.py in src/diffusers/pipelines/deprecated/versatile_diffusion	1815	35
autoencoder_kl_magvit.py in src/diffusers/models/autoencoders	801	35
normalization.py in src/diffusers/models	411	34
autoencoder_kl_wan.py in src/diffusers/models/autoencoders	675	34
transformer_hidream_image.py in src/diffusers/models/transformers	779	34
image_processor.py in src/diffusers	649	34
group_offloading.py in src/diffusers/hooks	592	34
convert_kandinsky_to_diffusers.py in scripts	971	33
pipeline_leditspp_stable_diffusion.py in src/diffusers/pipelines/ledits_pp	998	33
renderer.py in src/diffusers/pipelines/shap_e	636	33
logging.py in src/diffusers/utils	156	33
lora_base.py in src/diffusers/loaders	607	33
text_encoder.py in src/diffusers/pipelines/kolors	585	32
autoencoder_kl_mochi.py in src/diffusers/models/autoencoders	717	32
autoencoder_kl_cogvideox.py in src/diffusers/models/autoencoders	920	32
transformer_hunyuan_video.py in src/diffusers/models/transformers	865	32
unet_3d_blocks.py in src/diffusers/models/unets	1242	31
pipeline_unidiffuser.py in src/diffusers/pipelines/unidiffuser	978	30
unet_motion_model.py in src/diffusers/models/unets	1638	30
tokenizer.py in src/diffusers/pipelines/kolors	212	29
midi_utils.py in src/diffusers/pipelines/deprecated/spectrogram_diffusion	405	29
vae_flax.py in src/diffusers/models	476	29
pipeline_stable_diffusion_xl_inpaint.py in src/diffusers/pipelines/stable_diffusion_xl	1104	28
scheduling_dpmsolver_sde.py in src/diffusers/schedulers	379	28
bnb_quantizer.py in src/diffusers/quantizers/bitsandbytes	414	28
convert_consistency_decoder.py in scripts	890	27
convert_kakao_brain_unclip_to_diffusers.py in scripts	763	27
pipeline_chroma_img2img.py in src/diffusers/pipelines/chroma	668	27
pipeline_ltx_condition.py in src/diffusers/pipelines/ltx	840	27
pipeline_stable_diffusion_attend_and_excite.py in src/diffusers/pipelines/stable_diffusion_attend_and_excite	691	27
pipeline_pag_sd_xl_inpaint.py in src/diffusers/pipelines/pag	1131	27
vae.py in src/diffusers/models/autoencoders	589	27
autoencoder_dc.py in src/diffusers/models/autoencoders	492	27

Files With Long Lines (Top 50)

There are 317 files with lines longer than 120 characters. In total, there are 1600 long lines.

File	# lines	# units	# long lines
lora_pipeline.py in src/diffusers/loaders	2994	101	59
convert_amused.py in scripts	418	4	30
pipeline_utils.py in src/diffusers/pipelines	1199	40	28
attention_processor.py in src/diffusers/models	4221	121	23
pipeline_controlnet_inpaint_sd_xl.py in src/diffusers/pipelines/controlnet	1252	24	22
unet_2d_blocks.py in src/diffusers/models/unets	3090	59	22
modeling_text_unet.py in src/diffusers/pipelines/deprecated/versatile_diffusion	1815	35	21
modeling_utils.py in src/diffusers/models	1158	45	20
unet_2d_condition.py in src/diffusers/models/unets	851	20	19
unet_motion_model.py in src/diffusers/models/unets	1638	30	18
pipeline_controlnet_union_inpaint_sd_xl.py in src/diffusers/pipelines/controlnet	1181	24	17
pipeline_controlnet_sd_xl_img2img.py in src/diffusers/pipelines/controlnet	1076	20	17
lora_base.py in src/diffusers/loaders	607	33	17
pipeline_controlnet.py in src/diffusers/pipelines/controlnet	887	21	16
pipeline_controlnet_sd_xl.py in src/diffusers/pipelines/controlnet	1039	21	15
pipeline_pag_controlnet_sd_xl_img2img.py in src/diffusers/pipelines/pag	1087	19	15
pipeline_stable_diffusion_xl_inpaint.py in src/diffusers/pipelines/stable_diffusion_xl	1104	28	14
convert_from_ckpt.py in src/diffusers/pipelines/stable_diffusion	1377	22	14
pipeline_controlnet_union_sd_xl_img2img.py in src/diffusers/pipelines/controlnet	1010	20	14
pipeline_controlnet_inpaint.py in src/diffusers/pipelines/controlnet	1013	23	14
pipeline_controlnet_img2img.py in src/diffusers/pipelines/controlnet	881	22	14
scheduling_dpmsolver_singlestep.py in src/diffusers/schedulers	727	26	14
pipeline_hidream_image.py in src/diffusers/pipelines/hidream_image	704	19	13
pipeline_controlnet_union_sd_xl.py in src/diffusers/pipelines/controlnet	1039	21	13
pipeline_pag_controlnet_sd_inpaint.py in src/diffusers/pipelines/pag	1018	21	13
pipeline_pag_controlnet_sd_xl.py in src/diffusers/pipelines/pag	1049	20	13
pipeline_sana.py in src/diffusers/pipelines/sana	629	19	12
pipeline_sana_controlnet.py in src/diffusers/pipelines/sana	690	20	12
modeling_audioldm2.py in src/diffusers/pipelines/audioldm2	1060	17	12
pipeline_pag_sd_xl_inpaint.py in src/diffusers/pipelines/pag	1131	27	12
pipeline_pag_sana.py in src/diffusers/pipelines/pag	584	17	12
pipeline_pag_controlnet_sd.py in src/diffusers/pipelines/pag	867	18	12
pipeline_sana_sprint.py in src/diffusers/pipelines/sana	537	18	11
pipeline_sana_sprint_img2img.py in src/diffusers/pipelines/sana	596	20	11
pipeline_stable_diffusion_3_inpaint.py in src/diffusers/pipelines/stable_diffusion_3	892	22	11
pipeline_stable_diffusion_inpaint.py in src/diffusers/pipelines/stable_diffusion	900	22	11
pipeline_loading_utils.py in src/diffusers/pipelines	852	26	11
scheduling_dpmsolver_multistep.py in src/diffusers/schedulers	716	26	11
pipeline_wan_vace.py in src/diffusers/pipelines/wan	643	19	10
pipeline_stable_diffusion_diffedit.py in src/diffusers/pipelines/stable_diffusion_diffedit	915	20	10
pipeline_stable_diffusion_img2img.py in src/diffusers/pipelines/stable_diffusion	757	22	10
scheduling_unipc_multistep.py in src/diffusers/schedulers	657	24	10
torchao_quantizer.py in src/diffusers/quantizers/torchao	240	15	10
bnb_quantizer.py in src/diffusers/quantizers/bitsandbytes	414	28	10
pipeline_stable_diffusion_xl.py in src/diffusers/pipelines/stable_diffusion_xl	805	21	9
pipeline_stable_diffusion_xl_img2img.py in src/diffusers/pipelines/stable_diffusion_xl	935	25	9
pipeline_stable_diffusion.py in src/diffusers/pipelines/stable_diffusion	715	21	9
controlnet_xs.py in src/diffusers/models/controlnets	1337	37	9
textual_inversion.py in src/diffusers/loaders	301	8	9
scheduling_dpmsolver_multistep_inverse.py in src/diffusers/schedulers	638	21	9