diff --git a/dfm/examples/Automodel/finetune/finetune.py b/dfm/examples/automodel/finetune/finetune.py
similarity index 100%
rename from dfm/examples/Automodel/finetune/finetune.py
rename to dfm/examples/automodel/finetune/finetune.py
diff --git a/dfm/examples/Automodel/finetune/wan2_1_t2v_flow.yaml b/dfm/examples/automodel/finetune/wan2_1_t2v_flow.yaml
similarity index 100%
rename from dfm/examples/Automodel/finetune/wan2_1_t2v_flow.yaml
rename to dfm/examples/automodel/finetune/wan2_1_t2v_flow.yaml
diff --git a/dfm/examples/Automodel/finetune/wan2_1_t2v_flow_multinode.yaml b/dfm/examples/automodel/finetune/wan2_1_t2v_flow_multinode.yaml
similarity index 100%
rename from dfm/examples/Automodel/finetune/wan2_1_t2v_flow_multinode.yaml
rename to dfm/examples/automodel/finetune/wan2_1_t2v_flow_multinode.yaml
diff --git a/dfm/examples/Automodel/generate/wan_generate.py b/dfm/examples/automodel/generate/wan_generate.py
similarity index 100%
rename from dfm/examples/Automodel/generate/wan_generate.py
rename to dfm/examples/automodel/generate/wan_generate.py
diff --git a/dfm/src/Automodel/README.md b/dfm/src/automodel/README.md
similarity index 100%
rename from dfm/src/Automodel/README.md
rename to dfm/src/automodel/README.md
diff --git a/dfm/src/Automodel/__init__.py b/dfm/src/automodel/__init__.py
similarity index 100%
rename from dfm/src/Automodel/__init__.py
rename to dfm/src/automodel/__init__.py
diff --git a/dfm/src/Automodel/_diffusers/__init__.py b/dfm/src/automodel/_diffusers/__init__.py
similarity index 100%
rename from dfm/src/Automodel/_diffusers/__init__.py
rename to dfm/src/automodel/_diffusers/__init__.py
diff --git a/dfm/src/Automodel/_diffusers/auto_diffusion_pipeline.py b/dfm/src/automodel/_diffusers/auto_diffusion_pipeline.py
similarity index 100%
rename from dfm/src/Automodel/_diffusers/auto_diffusion_pipeline.py
rename to dfm/src/automodel/_diffusers/auto_diffusion_pipeline.py
diff --git a/dfm/src/Automodel/datasets/__init__.py b/dfm/src/automodel/datasets/__init__.py
similarity index 100%
rename from dfm/src/Automodel/datasets/__init__.py
rename to dfm/src/automodel/datasets/__init__.py
diff --git a/dfm/src/Automodel/datasets/wan21.py b/dfm/src/automodel/datasets/wan21.py
similarity index 100%
rename from dfm/src/Automodel/datasets/wan21.py
rename to dfm/src/automodel/datasets/wan21.py
diff --git a/dfm/src/Automodel/distributed/dfm_parallelizer.py b/dfm/src/automodel/distributed/dfm_parallelizer.py
similarity index 100%
rename from dfm/src/Automodel/distributed/dfm_parallelizer.py
rename to dfm/src/automodel/distributed/dfm_parallelizer.py
diff --git a/dfm/src/Automodel/flow_matching/__init__.py b/dfm/src/automodel/flow_matching/__init__.py
similarity index 100%
rename from dfm/src/Automodel/flow_matching/__init__.py
rename to dfm/src/automodel/flow_matching/__init__.py
diff --git a/dfm/src/Automodel/flow_matching/time_shift_utils.py b/dfm/src/automodel/flow_matching/time_shift_utils.py
similarity index 100%
rename from dfm/src/Automodel/flow_matching/time_shift_utils.py
rename to dfm/src/automodel/flow_matching/time_shift_utils.py
diff --git a/dfm/src/Automodel/flow_matching/training_step_t2v.py b/dfm/src/automodel/flow_matching/training_step_t2v.py
similarity index 100%
rename from dfm/src/Automodel/flow_matching/training_step_t2v.py
rename to dfm/src/automodel/flow_matching/training_step_t2v.py
diff --git a/dfm/src/Automodel/recipes/finetune.py b/dfm/src/automodel/recipes/finetune.py
similarity index 100%
rename from dfm/src/Automodel/recipes/finetune.py
rename to dfm/src/automodel/recipes/finetune.py
diff --git a/dfm/src/Automodel/utils/data/decode.py b/dfm/src/automodel/utils/data/decode.py
similarity index 100%
rename from dfm/src/Automodel/utils/data/decode.py
rename to dfm/src/automodel/utils/data/decode.py
diff --git a/dfm/src/Automodel/utils/data/preprocess_resize.py b/dfm/src/automodel/utils/data/preprocess_resize.py
similarity index 100%
rename from dfm/src/Automodel/utils/data/preprocess_resize.py
rename to dfm/src/automodel/utils/data/preprocess_resize.py
diff --git a/dfm/src/Automodel/utils/validate_t2v.py b/dfm/src/automodel/utils/validate_t2v.py
similarity index 100%
rename from dfm/src/Automodel/utils/validate_t2v.py
rename to dfm/src/automodel/utils/validate_t2v.py