Add check_model_inits.py

Makefile

@@ -20,12 +20,12 @@ REPO_CONSISTENCY_CHECKERS := \
 	import_complexity, \
 	copies, \
 	modular_conversion, \
+	inits, \
 	doc_toc, \
 	modeling_rules_doc, \
 	docstrings, \
 	dummies, \
 	repo, \
-	inits, \
 	pipeline_typing, \
 	config_docstrings, \
 	config_attributes, \

docs/source/en/pr_checks.md

@@ -72,7 +72,7 @@ The repository consistency check is similar to `make check-repo`, except it stop
 
 | Category | What it validates | Auto-fixed? |
 |---|---|---|
-| Init files | Every new public object must appear in both `_import_structure` (lazy loading) and the `if TYPE_CHECKING` block (type checker imports) in `__init__.py` | Manual |
+| Init files | `src/transformers/models/__init__.py` matches the import structure on disk, so the `if TYPE_CHECKING` block (type checker imports) exposes the same models as the lazy runtime half | `make fix-repo` |
 | Copies and modular | `# Copied from` blocks match their source and modular-generated files are up to date | `make fix-repo` |
 | Docstrings and docs | Argument docstrings match function signatures and documentation table of contents | `make fix-repo` |
 | Auto-generated files | Dummies, pipeline typing, doctest list, metadata, dependency table | `make fix-repo` |

src/transformers/models/__init__.py

@@ -1,3 +1,9 @@
+#                🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
+#           This file was automatically generated from the model directories in `src/transformers/models`.
+#           Do NOT edit this file manually as any edits will be overwritten by auto-generation of the file.
+#                      A model is picked up once one of its modules contains an `__all__`.
+#                   Regenerate the file with: `python utils/check_inits.py --fix_and_overwrite`
+#                🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
 # Copyright 2020 The HuggingFace Team. All rights reserved.
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
@@ -81,7 +87,7 @@
     from .convnext import *
     from .convnextv2 import *
     from .cosmos3_edge import *
-    from .cosmos3_reasoner import *
+    from .cosmos3_omni import *
     from .cpm import *
     from .cpmant import *
     from .csm import *
@@ -106,12 +112,10 @@
     from .deformable_detr import *
     from .deimv2 import *
     from .deit import *
-    from .deprecated import *
     from .depth_anything import *
     from .depth_pro import *
     from .detr import *
     from .dia import *
-    from .dialogpt import *
     from .diffllama import *
     from .diffusion_gemma import *
     from .dinat import *
@@ -120,7 +124,6 @@
     from .dinov3_convnext import *
     from .dinov3_vit import *
     from .distilbert import *
-    from .dit import *
     from .doge import *
     from .donut import *
     from .dots1 import *
@@ -141,6 +144,7 @@
     from .ernie4_5_moe import *
     from .ernie4_5_vl_moe import *
     from .esm import *
+    from .eurobert import *
     from .evolla import *
     from .exaone4 import *
     from .exaone4_5 import *
@@ -207,9 +211,11 @@
     from .hiera import *
     from .higgs_audio_v2 import *
     from .higgs_audio_v2_tokenizer import *
+    from .hrm_text import *
     from .hubert import *
     from .hunyuan_v1_dense import *
     from .hunyuan_v1_moe import *
+    from .hunyuan_vl import *
     from .hy_v3 import *
     from .hyperclovax import *
     from .ibert import *
@@ -244,6 +250,7 @@
     from .lfm2_moe import *
     from .lfm2_vl import *
     from .lightglue import *
+    from .lighton_ocr import *
     from .lilt import *
     from .llama import *
     from .llama4 import *
@@ -267,7 +274,6 @@
     from .mbart import *
     from .mbart50 import *
     from .megatron_bert import *
-    from .megatron_gpt2 import *
     from .mellum import *
     from .metaclip_2 import *
     from .mgp_str import *
@@ -310,6 +316,8 @@
     from .myt5 import *
     from .nanochat import *
     from .nemotron import *
+    from .nemotron3_5_asr import *
+    from .nemotron_asr_streaming import *
     from .nemotron_h import *
     from .nllb import *
     from .nllb_moe import *
@@ -348,7 +356,6 @@
     from .phimoe import *
     from .phobert import *
     from .pi0 import *
-    from .pi0_fast import *
     from .pix2struct import *
     from .pixio import *
     from .pixtral import *
@@ -358,11 +365,14 @@
     from .pp_chart2table import *
     from .pp_doclayout_v2 import *
     from .pp_doclayout_v3 import *
+    from .pp_formulanet import *
     from .pp_lcnet import *
     from .pp_lcnet_v3 import *
     from .pp_lcnet_v4 import *
     from .pp_ocrv5_mobile_det import *
+    from .pp_ocrv5_mobile_rec import *
     from .pp_ocrv5_server_det import *
+    from .pp_ocrv5_server_rec import *
     from .pp_ocrv6_medium_det import *
     from .pp_ocrv6_small_det import *
     from .pp_ocrv6_small_rec import *
@@ -381,6 +391,7 @@
     from .qwen3 import *
     from .qwen3_5 import *
     from .qwen3_5_moe import *
+    from .qwen3_asr import *
     from .qwen3_moe import *
     from .qwen3_next import *
     from .qwen3_omni_moe import *
@@ -452,6 +463,8 @@
     from .timesformer import *
     from .timm_backbone import *
     from .timm_wrapper import *
+    from .tipsv2 import *
+    from .tipsv2_dpt import *
     from .trocr import *
     from .tvp import *
     from .udop import *
@@ -462,6 +475,7 @@
     from .upernet import *
     from .uvdoc import *
     from .vaultgemma import *
+    from .vibevoice_acoustic_tokenizer import *
     from .vibevoice_asr import *
     from .video_llama_3 import *
     from .video_llava import *