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a/examples/asr/quantization/speech_to_text_quant_infer_trt.py b/examples/asr/quantization/speech_to_text_quant_infer_trt.py old mode 100644 new mode 100755 diff --git a/examples/asr/speech_classification/README.md b/examples/asr/speech_classification/README.md old mode 100644 new mode 100755 diff --git a/examples/asr/speech_classification/frame_vad_infer.py b/examples/asr/speech_classification/frame_vad_infer.py old mode 100644 new mode 100755 diff --git a/examples/asr/speech_classification/speech_to_frame_label.py b/examples/asr/speech_classification/speech_to_frame_label.py old mode 100644 new mode 100755 diff --git a/examples/asr/speech_classification/speech_to_label.py b/examples/asr/speech_classification/speech_to_label.py old mode 100644 new mode 100755 diff --git a/examples/asr/speech_classification/vad_infer.py b/examples/asr/speech_classification/vad_infer.py old mode 100644 new mode 100755 diff --git a/examples/asr/speech_multitask/speech_to_text_aed.py b/examples/asr/speech_multitask/speech_to_text_aed.py old mode 100644 new mode 100755 diff --git a/examples/asr/speech_multitask/speech_to_text_aed_chunked_infer.py b/examples/asr/speech_multitask/speech_to_text_aed_chunked_infer.py old mode 100644 new mode 100755 diff --git a/examples/asr/speech_pretraining/README.md b/examples/asr/speech_pretraining/README.md old mode 100644 new mode 100755 diff --git a/examples/asr/speech_pretraining/speech_pre_training.py b/examples/asr/speech_pretraining/speech_pre_training.py old mode 100644 new mode 100755 diff --git a/examples/asr/speech_to_text_eval.py b/examples/asr/speech_to_text_eval.py old mode 100644 new mode 100755 diff --git a/examples/asr/speech_to_text_finetune.py b/examples/asr/speech_to_text_finetune.py old mode 100644 new mode 100755 diff --git a/examples/asr/speech_translation/speech_to_text_transformer.py b/examples/asr/speech_translation/speech_to_text_transformer.py old mode 100644 new mode 100755 diff --git a/examples/asr/speech_translation/translate_speech.py b/examples/asr/speech_translation/translate_speech.py old mode 100644 new mode 100755 diff --git a/examples/asr/transcribe_speech.py b/examples/asr/transcribe_speech.py old mode 100644 new mode 100755 diff --git a/examples/asr/transcribe_speech_parallel.py b/examples/asr/transcribe_speech_parallel.py old mode 100644 new mode 100755 diff --git a/examples/audio_tasks/audio_to_audio_eval.py b/examples/audio_tasks/audio_to_audio_eval.py old mode 100644 new mode 100755 diff --git a/examples/audio_tasks/conf/beamforming.yaml b/examples/audio_tasks/conf/beamforming.yaml old mode 100644 new mode 100755 diff --git a/examples/audio_tasks/conf/beamforming_flex_channels.yaml b/examples/audio_tasks/conf/beamforming_flex_channels.yaml old mode 100644 new mode 100755 diff --git a/examples/audio_tasks/conf/masking.yaml b/examples/audio_tasks/conf/masking.yaml old mode 100644 new mode 100755 diff --git a/examples/audio_tasks/process_audio.py 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b/examples/multimodal/multimodal_llm/neva/conf/neva_inference.yaml old mode 100644 new mode 100755 diff --git a/examples/multimodal/multimodal_llm/neva/conf/neva_peft.yaml b/examples/multimodal/multimodal_llm/neva/conf/neva_peft.yaml old mode 100644 new mode 100755 diff --git a/examples/multimodal/multimodal_llm/neva/conf/video_neva_image_pretrain.yaml b/examples/multimodal/multimodal_llm/neva/conf/video_neva_image_pretrain.yaml old mode 100644 new mode 100755 diff --git a/examples/multimodal/multimodal_llm/neva/conf/video_neva_video_pretrain.yaml b/examples/multimodal/multimodal_llm/neva/conf/video_neva_video_pretrain.yaml old mode 100644 new mode 100755 diff --git a/examples/multimodal/multimodal_llm/neva/conf/video_neva_video_pretrain_ff.yaml b/examples/multimodal/multimodal_llm/neva/conf/video_neva_video_pretrain_ff.yaml old mode 100644 new mode 100755 diff --git a/examples/multimodal/multimodal_llm/neva/conf/video_neva_video_pretrain_lf.yaml b/examples/multimodal/multimodal_llm/neva/conf/video_neva_video_pretrain_lf.yaml old mode 100644 new mode 100755 diff --git a/examples/multimodal/multimodal_llm/neva/conf/video_neva_video_pretrain_mf.yaml b/examples/multimodal/multimodal_llm/neva/conf/video_neva_video_pretrain_mf.yaml old mode 100644 new mode 100755 diff --git a/examples/multimodal/multimodal_llm/neva/convert_hf_llava_to_neva.py b/examples/multimodal/multimodal_llm/neva/convert_hf_llava_to_neva.py old mode 100644 new mode 100755 diff --git a/examples/multimodal/multimodal_llm/neva/eval/gradio_cli.py b/examples/multimodal/multimodal_llm/neva/eval/gradio_cli.py old mode 100644 new mode 100755 diff --git a/examples/multimodal/multimodal_llm/neva/eval/gradio_server.py b/examples/multimodal/multimodal_llm/neva/eval/gradio_server.py old mode 100644 new mode 100755 diff --git a/examples/multimodal/multimodal_llm/neva/eval/vqa_science.py b/examples/multimodal/multimodal_llm/neva/eval/vqa_science.py old mode 100644 new mode 100755 diff --git a/examples/multimodal/multimodal_llm/neva/neva_evaluation.py b/examples/multimodal/multimodal_llm/neva/neva_evaluation.py old mode 100644 new mode 100755 index bd3f975e4d54..c19066fbeb7d --- a/examples/multimodal/multimodal_llm/neva/neva_evaluation.py +++ b/examples/multimodal/multimodal_llm/neva/neva_evaluation.py @@ -49,7 +49,10 @@ def __getitem__(self, idx): @hydra_runner(config_path="conf", config_name="neva_inference") def main(cfg) -> None: + #print(cfg.inference.images_base_path) + #model, vision_tower, tokenizer, image_processor, video_token_len = create_neva_model_and_processor(cfg) model, image_processor = create_neva_model_and_processor(cfg) + print(model) length_params: LengthParam = { "max_length": cfg.inference.tokens_to_generate, diff --git a/examples/multimodal/multimodal_llm/neva/neva_finetune.py b/examples/multimodal/multimodal_llm/neva/neva_finetune.py old mode 100644 new mode 100755 diff --git a/examples/multimodal/multimodal_llm/neva/neva_peft.py b/examples/multimodal/multimodal_llm/neva/neva_peft.py old mode 100644 new mode 100755 diff --git a/examples/multimodal/multimodal_llm/neva/neva_pretrain.py b/examples/multimodal/multimodal_llm/neva/neva_pretrain.py old mode 100644 new mode 100755 diff --git a/examples/multimodal/text_to_image/controlnet/conf/controlnet_infer.yaml b/examples/multimodal/text_to_image/controlnet/conf/controlnet_infer.yaml old mode 100644 new mode 100755 diff --git a/examples/multimodal/text_to_image/controlnet/conf/controlnet_v1-5.yaml b/examples/multimodal/text_to_image/controlnet/conf/controlnet_v1-5.yaml old mode 100644 new mode 100755 diff --git a/examples/multimodal/text_to_image/controlnet/controlnet_infer.py b/examples/multimodal/text_to_image/controlnet/controlnet_infer.py old mode 100644 new mode 100755 diff --git a/examples/multimodal/text_to_image/controlnet/controlnet_train.py b/examples/multimodal/text_to_image/controlnet/controlnet_train.py old mode 100644 new mode 100755 diff --git a/examples/multimodal/text_to_image/convert_hf_ckpt_to_nemo.py b/examples/multimodal/text_to_image/convert_hf_ckpt_to_nemo.py old mode 100644 new mode 100755 diff --git a/examples/multimodal/text_to_image/dreambooth/conf/dreambooth.yaml b/examples/multimodal/text_to_image/dreambooth/conf/dreambooth.yaml old mode 100644 new mode 100755 diff --git a/examples/multimodal/text_to_image/dreambooth/conf/dreambooth_infer.yaml b/examples/multimodal/text_to_image/dreambooth/conf/dreambooth_infer.yaml old mode 100644 new mode 100755 diff --git a/examples/multimodal/text_to_image/dreambooth/conf/dreambooth_lora_infer.yaml b/examples/multimodal/text_to_image/dreambooth/conf/dreambooth_lora_infer.yaml old mode 100644 new mode 100755 diff --git a/examples/multimodal/text_to_image/dreambooth/conf/dreambooth_lora_train.yaml b/examples/multimodal/text_to_image/dreambooth/conf/dreambooth_lora_train.yaml old mode 100644 new mode 100755 diff --git a/examples/multimodal/text_to_image/dreambooth/dreambooth.py b/examples/multimodal/text_to_image/dreambooth/dreambooth.py old mode 100644 new mode 100755 diff --git a/examples/multimodal/text_to_image/dreambooth/dreambooth_infer.py b/examples/multimodal/text_to_image/dreambooth/dreambooth_infer.py old mode 100644 new mode 100755 diff --git a/examples/multimodal/text_to_image/dreambooth/dreambooth_lora_infer.py b/examples/multimodal/text_to_image/dreambooth/dreambooth_lora_infer.py old mode 100644 new mode 100755 diff --git a/examples/multimodal/text_to_image/imagen/README.md b/examples/multimodal/text_to_image/imagen/README.md old mode 100644 new mode 100755 diff --git a/examples/multimodal/text_to_image/imagen/conf/base64-2b.yaml b/examples/multimodal/text_to_image/imagen/conf/base64-2b.yaml old mode 100644 new mode 100755 diff --git a/examples/multimodal/text_to_image/imagen/conf/base64-500m-edm.yaml b/examples/multimodal/text_to_image/imagen/conf/base64-500m-edm.yaml old mode 100644 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b/nemo/collections/multimodal/data/imagen/augmentations/__init__.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/data/imagen/augmentations/augmentations.py b/nemo/collections/multimodal/data/imagen/augmentations/augmentations.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/data/imagen/augmentations/corruption.py b/nemo/collections/multimodal/data/imagen/augmentations/corruption.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/data/imagen/imagen_dataset.py b/nemo/collections/multimodal/data/imagen/imagen_dataset.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/data/instruct_pix2pix/__init__.py b/nemo/collections/multimodal/data/instruct_pix2pix/__init__.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/data/instruct_pix2pix/edit_dataset.py b/nemo/collections/multimodal/data/instruct_pix2pix/edit_dataset.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/data/nerf/__init__.py b/nemo/collections/multimodal/data/nerf/__init__.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/data/nerf/cameras.py b/nemo/collections/multimodal/data/nerf/cameras.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/data/nerf/circle_poses.py b/nemo/collections/multimodal/data/nerf/circle_poses.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/data/nerf/random_poses.py b/nemo/collections/multimodal/data/nerf/random_poses.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/data/nerf/utils.py b/nemo/collections/multimodal/data/nerf/utils.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/data/neva/__init__.py b/nemo/collections/multimodal/data/neva/__init__.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/data/neva/conversation.py b/nemo/collections/multimodal/data/neva/conversation.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/data/neva/neva_dataset.py b/nemo/collections/multimodal/data/neva/neva_dataset.py old mode 100644 new mode 100755 index 6e7cf84913f0..c542936f9b93 --- a/nemo/collections/multimodal/data/neva/neva_dataset.py +++ b/nemo/collections/multimodal/data/neva/neva_dataset.py @@ -236,6 +236,9 @@ def preprocess_multimodal(sources: dict, multimodal_cfg: dict, cur_token_len: in Returns: - dict: The processed sources dictionary after applying multimodal preprocessing steps. """ + print('#####################') + print(f'multimodal_cfg is, {multimodal_cfg}') + print('###########################') is_multimodal = multimodal_cfg['is_multimodal'] media_type = multimodal_cfg['media_type'] diff --git a/nemo/collections/multimodal/data/nsfw/__init__.py b/nemo/collections/multimodal/data/nsfw/__init__.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/data/nsfw/nsfw_dataset.py b/nemo/collections/multimodal/data/nsfw/nsfw_dataset.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/data/stable_diffusion/__init__.py b/nemo/collections/multimodal/data/stable_diffusion/__init__.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/data/stable_diffusion/augmentation/__init__.py b/nemo/collections/multimodal/data/stable_diffusion/augmentation/__init__.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/data/stable_diffusion/augmentation/augmentations.py b/nemo/collections/multimodal/data/stable_diffusion/augmentation/augmentations.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/data/stable_diffusion/stable_diffusion_dataset.py b/nemo/collections/multimodal/data/stable_diffusion/stable_diffusion_dataset.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/losses/__init__.py b/nemo/collections/multimodal/losses/__init__.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/losses/clip_loss.py b/nemo/collections/multimodal/losses/clip_loss.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/models/__init__.py b/nemo/collections/multimodal/models/__init__.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/models/multimodal_llm/__init__.py b/nemo/collections/multimodal/models/multimodal_llm/__init__.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/models/multimodal_llm/neva/__init__.py b/nemo/collections/multimodal/models/multimodal_llm/neva/__init__.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/models/multimodal_llm/neva/neva_model.py b/nemo/collections/multimodal/models/multimodal_llm/neva/neva_model.py old mode 100644 new mode 100755 index cff8ab1a7b5f..d329fff2e68f --- a/nemo/collections/multimodal/models/multimodal_llm/neva/neva_model.py +++ b/nemo/collections/multimodal/models/multimodal_llm/neva/neva_model.py @@ -687,7 +687,12 @@ def fwd_output_and_loss_func(dataloader_iter, model, checkpoint_activations_all_ def get_forward_output_only_func(self): def fwd_output_only_func(dataloader_iter, model): - batch, _, _ = next(dataloader_iter) + batch = next(dataloader_iter) + # print(f"First batch structure: {first_batch}") + #print(f"Type of first batch: {type(first_batch)}") + #print(f"Length of first batch: {len(first_batch)} if hasattr(first_batch, '__len__') else 'No length'") + + #batch, _, _ = next(dataloader_iter) extra_arg = {} ( tokens, diff --git a/nemo/collections/multimodal/models/nerf/__init__.py b/nemo/collections/multimodal/models/nerf/__init__.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/models/nerf/base.py b/nemo/collections/multimodal/models/nerf/base.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/models/nerf/dreamfusion.py b/nemo/collections/multimodal/models/nerf/dreamfusion.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/models/nerf/txt2nerf_base.py b/nemo/collections/multimodal/models/nerf/txt2nerf_base.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/models/text_to_image/__init__.py b/nemo/collections/multimodal/models/text_to_image/__init__.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/models/text_to_image/controlnet/__init__.py b/nemo/collections/multimodal/models/text_to_image/controlnet/__init__.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/models/text_to_image/controlnet/controlnet.py b/nemo/collections/multimodal/models/text_to_image/controlnet/controlnet.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/models/text_to_image/controlnet/util.py b/nemo/collections/multimodal/models/text_to_image/controlnet/util.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/models/text_to_image/dreambooth/__init__.py b/nemo/collections/multimodal/models/text_to_image/dreambooth/__init__.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/models/text_to_image/dreambooth/dreambooth.py b/nemo/collections/multimodal/models/text_to_image/dreambooth/dreambooth.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/models/text_to_image/dreambooth/util.py b/nemo/collections/multimodal/models/text_to_image/dreambooth/util.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/models/text_to_image/imagen/__init__.py b/nemo/collections/multimodal/models/text_to_image/imagen/__init__.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/models/text_to_image/imagen/imagen.py b/nemo/collections/multimodal/models/text_to_image/imagen/imagen.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/models/text_to_image/imagen/imagen_pipeline.py b/nemo/collections/multimodal/models/text_to_image/imagen/imagen_pipeline.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/models/text_to_image/imagen/precond.py b/nemo/collections/multimodal/models/text_to_image/imagen/precond.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/models/text_to_image/instruct_pix2pix/__init__.py b/nemo/collections/multimodal/models/text_to_image/instruct_pix2pix/__init__.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/models/text_to_image/instruct_pix2pix/ldm/__init__.py b/nemo/collections/multimodal/models/text_to_image/instruct_pix2pix/ldm/__init__.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/models/text_to_image/instruct_pix2pix/ldm/ddpm_edit.py b/nemo/collections/multimodal/models/text_to_image/instruct_pix2pix/ldm/ddpm_edit.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/models/text_to_image/stable_diffusion/__init__.py b/nemo/collections/multimodal/models/text_to_image/stable_diffusion/__init__.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/models/text_to_image/stable_diffusion/diffusion_engine.py b/nemo/collections/multimodal/models/text_to_image/stable_diffusion/diffusion_engine.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/models/text_to_image/stable_diffusion/diffusion_model.py 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a/nemo/collections/multimodal/models/text_to_image/stable_diffusion/samplers/__init__.py b/nemo/collections/multimodal/models/text_to_image/stable_diffusion/samplers/__init__.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/models/text_to_image/stable_diffusion/samplers/base_sampler.py b/nemo/collections/multimodal/models/text_to_image/stable_diffusion/samplers/base_sampler.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/models/text_to_image/stable_diffusion/samplers/ddim.py b/nemo/collections/multimodal/models/text_to_image/stable_diffusion/samplers/ddim.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/models/text_to_image/stable_diffusion/samplers/dpmsolver.py b/nemo/collections/multimodal/models/text_to_image/stable_diffusion/samplers/dpmsolver.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/models/text_to_image/stable_diffusion/samplers/k_diffusion.py 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a/nemo/collections/multimodal/modules/nerf/utils/torch_ngp/shencoder.py b/nemo/collections/multimodal/modules/nerf/utils/torch_ngp/shencoder.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/modules/nerf/utils/trt_engine.py b/nemo/collections/multimodal/modules/nerf/utils/trt_engine.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/modules/stable_diffusion/__init__.py b/nemo/collections/multimodal/modules/stable_diffusion/__init__.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/modules/stable_diffusion/attention.py b/nemo/collections/multimodal/modules/stable_diffusion/attention.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/modules/stable_diffusion/diffusionmodules/__init__.py b/nemo/collections/multimodal/modules/stable_diffusion/diffusionmodules/__init__.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/modules/stable_diffusion/diffusionmodules/denoiser.py b/nemo/collections/multimodal/modules/stable_diffusion/diffusionmodules/denoiser.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/modules/stable_diffusion/diffusionmodules/denoiser_scaling.py b/nemo/collections/multimodal/modules/stable_diffusion/diffusionmodules/denoiser_scaling.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/modules/stable_diffusion/diffusionmodules/denoiser_weighting.py b/nemo/collections/multimodal/modules/stable_diffusion/diffusionmodules/denoiser_weighting.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/modules/stable_diffusion/diffusionmodules/discretizer.py b/nemo/collections/multimodal/modules/stable_diffusion/diffusionmodules/discretizer.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/modules/stable_diffusion/diffusionmodules/guiders.py 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a/nemo/collections/multimodal/modules/stable_diffusion/diffusionmodules/sampling_utils.py b/nemo/collections/multimodal/modules/stable_diffusion/diffusionmodules/sampling_utils.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/modules/stable_diffusion/diffusionmodules/sigma_sampling.py b/nemo/collections/multimodal/modules/stable_diffusion/diffusionmodules/sigma_sampling.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/modules/stable_diffusion/diffusionmodules/util.py b/nemo/collections/multimodal/modules/stable_diffusion/diffusionmodules/util.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/modules/stable_diffusion/diffusionmodules/wrappers.py b/nemo/collections/multimodal/modules/stable_diffusion/diffusionmodules/wrappers.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/modules/stable_diffusion/distributions/__init__.py b/nemo/collections/multimodal/modules/stable_diffusion/distributions/__init__.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/modules/stable_diffusion/distributions/distributions.py b/nemo/collections/multimodal/modules/stable_diffusion/distributions/distributions.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/modules/stable_diffusion/encoders/__init__.py b/nemo/collections/multimodal/modules/stable_diffusion/encoders/__init__.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/modules/stable_diffusion/encoders/modules.py b/nemo/collections/multimodal/modules/stable_diffusion/encoders/modules.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/modules/stable_diffusion/encoders/x_transformer.py b/nemo/collections/multimodal/modules/stable_diffusion/encoders/x_transformer.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/modules/stable_diffusion/schedulers/ddim_scheduler.py b/nemo/collections/multimodal/modules/stable_diffusion/schedulers/ddim_scheduler.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/parts/__init__.py b/nemo/collections/multimodal/parts/__init__.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/parts/imagen/__init__.py b/nemo/collections/multimodal/parts/imagen/__init__.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/parts/imagen/utils.py b/nemo/collections/multimodal/parts/imagen/utils.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/parts/stable_diffusion/__init__.py b/nemo/collections/multimodal/parts/stable_diffusion/__init__.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/parts/stable_diffusion/lr_scheduler.py b/nemo/collections/multimodal/parts/stable_diffusion/lr_scheduler.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/parts/stable_diffusion/pipeline.py b/nemo/collections/multimodal/parts/stable_diffusion/pipeline.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/parts/stable_diffusion/sdxl_helpers.py b/nemo/collections/multimodal/parts/stable_diffusion/sdxl_helpers.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/parts/stable_diffusion/sdxl_pipeline.py b/nemo/collections/multimodal/parts/stable_diffusion/sdxl_pipeline.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/parts/stable_diffusion/utils.py b/nemo/collections/multimodal/parts/stable_diffusion/utils.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/parts/utils.py b/nemo/collections/multimodal/parts/utils.py old mode 100644 new mode 100755 index 723e965eb8a8..a799faeaca86 --- a/nemo/collections/multimodal/parts/utils.py +++ b/nemo/collections/multimodal/parts/utils.py @@ -320,14 +320,14 @@ def dummy(): def create_neva_model_and_processor(cfg): - from nemo.collections.multimodal.models.neva.neva_model import MegatronNevaModel + from nemo.collections.multimodal.models.multimodal_llm.neva.neva_model import MegatronNevaModel plugins = [] if cfg.get('cluster_type', None) == 'BCP': plugins.append(TorchElasticEnvironment()) # trainer required for restoring model parallel models trainer = Trainer(plugins=plugins, strategy=NLPDDPStrategy(), **cfg.trainer) - + if ( cfg.tensor_model_parallel_size < 0 or cfg.pipeline_model_parallel_size < 0 @@ -385,23 +385,39 @@ def create_neva_model_and_processor(cfg): app_state.model_parallel_size = cfg.tensor_model_parallel_size * cfg.pipeline_model_parallel_size app_state.tensor_model_parallel_size = cfg.tensor_model_parallel_size app_state.pipeline_model_parallel_size = cfg.pipeline_model_parallel_size + # ( + # app_state.tensor_model_parallel_rank, + # app_state.pipeline_model_parallel_rank, + # app_state.model_parallel_size, + # app_state.data_parallel_size, + # app_state.pipeline_model_parallel_split_rank, + # app_state.virtual_pipeline_model_parallel_rank, + # ) + + results = fake_initialize_model_parallel( + world_size=app_state.model_parallel_size, + rank=trainer.global_rank, + tensor_model_parallel_size_=cfg.tensor_model_parallel_size, + pipeline_model_parallel_size_=cfg.pipeline_model_parallel_size, + pipeline_model_parallel_split_rank_=cfg.pipeline_model_parallel_split_rank, + ) + + print(results) ( app_state.tensor_model_parallel_rank, app_state.pipeline_model_parallel_rank, + app_state.expert_model_parallel_rank, app_state.model_parallel_size, app_state.data_parallel_size, app_state.pipeline_model_parallel_split_rank, app_state.virtual_pipeline_model_parallel_rank, - ) = fake_initialize_model_parallel( - world_size=app_state.model_parallel_size, - rank=trainer.global_rank, - tensor_model_parallel_size_=cfg.tensor_model_parallel_size, - pipeline_model_parallel_size_=cfg.pipeline_model_parallel_size, - pipeline_model_parallel_split_rank_=cfg.pipeline_model_parallel_split_rank, - ) + ) = results + checkpoint_path = inject_model_parallel_rank(os.path.join(cfg.checkpoint_dir, cfg.checkpoint_name)) # TODO: This wont work properly (We need to set model.llm.from_pretrained model.vision.from_pretrained to nul) model = MegatronNevaModel.load_from_checkpoint(checkpoint_path, hparams_file=cfg.hparams_file, trainer=trainer) + neva_cfg = OmegaConf.load(cfg.hparams_file) + print(neva_cfg) else: raise ValueError("need at least a nemo file or checkpoint dir") @@ -423,14 +439,14 @@ def image_processor(maybe_image_path): else: image = maybe_image_path - if neva_cfg.mm_cfg.vision_encoder.from_hf: + if neva_cfg.cfg.mm_cfg.vision_encoder.from_hf: processor = CLIPImageProcessor.from_pretrained( - neva_cfg.mm_cfg.vision_encoder.from_pretrained, torch_dtype=torch.bfloat16 + neva_cfg.cfg.mm_cfg.vision_encoder.from_pretrained, torch_dtype=torch.bfloat16 ) else: processor = CLIPImageProcessor.from_pretrained("openai/clip-vit-large-patch14", torch_dtype=torch.bfloat16) - if neva_cfg.data.image_aspect_ratio == 'keep': + if neva_cfg.cfg.data.image_aspect_ratio == 'keep': max_hw, min_hw = max(image.size), min(image.size) aspect_ratio = max_hw / min_hw max_len, min_len = 448, 224 @@ -438,7 +454,7 @@ def image_processor(maybe_image_path): image = processor.preprocess( image, return_tensors='pt', do_center_crop=False, size={"shortest_edge": shortest_edge} )['pixel_values'][0] - elif neva_cfg.data.image_aspect_ratio == 'pad': + elif neva_cfg.cfg.data.image_aspect_ratio == 'pad': def expand2square(pil_img, background_color): width, height = pil_img.size @@ -458,9 +474,9 @@ def expand2square(pil_img, background_color): else: image = processor.preprocess(image, return_tensors='pt')['pixel_values'][0] - if neva_cfg.precision in [16, '16', '16-mixed']: + if neva_cfg.cfg.precision in [16, '16', '16-mixed']: media = image.type(torch.float16) - elif neva_cfg.precision in [32, '32', '32-true']: + elif neva_cfg.cfg.precision in [32, '32', '32-true']: media = image.type(torch.float32) else: media = image.type(torch.bfloat16) diff --git a/nemo/collections/multimodal/speech_cv/__init__.py b/nemo/collections/multimodal/speech_cv/__init__.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/speech_cv/data/__init__.py b/nemo/collections/multimodal/speech_cv/data/__init__.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/speech_cv/data/video_to_text.py b/nemo/collections/multimodal/speech_cv/data/video_to_text.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/speech_cv/data/video_to_text_dataset.py b/nemo/collections/multimodal/speech_cv/data/video_to_text_dataset.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/speech_cv/models/__init__.py b/nemo/collections/multimodal/speech_cv/models/__init__.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/speech_cv/models/visual_ctc_bpe_models.py b/nemo/collections/multimodal/speech_cv/models/visual_ctc_bpe_models.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/speech_cv/models/visual_ctc_models.py b/nemo/collections/multimodal/speech_cv/models/visual_ctc_models.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/speech_cv/models/visual_hybrid_rnnt_ctc_bpe_models.py b/nemo/collections/multimodal/speech_cv/models/visual_hybrid_rnnt_ctc_bpe_models.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/speech_cv/models/visual_hybrid_rnnt_ctc_models.py b/nemo/collections/multimodal/speech_cv/models/visual_hybrid_rnnt_ctc_models.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/speech_cv/models/visual_rnnt_bpe_models.py b/nemo/collections/multimodal/speech_cv/models/visual_rnnt_bpe_models.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/speech_cv/models/visual_rnnt_models.py b/nemo/collections/multimodal/speech_cv/models/visual_rnnt_models.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/speech_cv/modules/__init__.py b/nemo/collections/multimodal/speech_cv/modules/__init__.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/speech_cv/modules/linear_projection_video_front_end.py b/nemo/collections/multimodal/speech_cv/modules/linear_projection_video_front_end.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/speech_cv/modules/resnet_video_front_end.py b/nemo/collections/multimodal/speech_cv/modules/resnet_video_front_end.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/speech_cv/modules/video_augment.py b/nemo/collections/multimodal/speech_cv/modules/video_augment.py old mode 100644 new mode 100755 diff --git a/nemo/collections/multimodal/speech_cv/modules/video_preprocessing.py 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b/nemo/collections/nlp/modules/common/retro_inference_strategies.py old mode 100644 new mode 100755 diff --git a/nemo/collections/nlp/modules/common/sequence_classifier.py b/nemo/collections/nlp/modules/common/sequence_classifier.py old mode 100644 new mode 100755 diff --git a/nemo/collections/nlp/modules/common/sequence_regression.py b/nemo/collections/nlp/modules/common/sequence_regression.py old mode 100644 new mode 100755 diff --git a/nemo/collections/nlp/modules/common/sequence_token_classifier.py b/nemo/collections/nlp/modules/common/sequence_token_classifier.py old mode 100644 new mode 100755 diff --git a/nemo/collections/nlp/modules/common/text_generation_server.py b/nemo/collections/nlp/modules/common/text_generation_server.py old mode 100644 new mode 100755 diff --git a/nemo/collections/nlp/modules/common/text_generation_strategy.py b/nemo/collections/nlp/modules/common/text_generation_strategy.py old mode 100644 new mode 100755 index 3abfda2a5e44..80cbb83c5ae6 --- a/nemo/collections/nlp/modules/common/text_generation_strategy.py +++ b/nemo/collections/nlp/modules/common/text_generation_strategy.py @@ -414,6 +414,7 @@ def __init__(self, model): image_processor=None, add_extra_token=add_extra_token, context_length=self.cfg.encoder_seq_length, + media_type=self.data_cfg.media_type ) def clip_max_len(self, maxlen: int) -> int: diff --git a/nemo/collections/nlp/modules/common/text_generation_utils.py b/nemo/collections/nlp/modules/common/text_generation_utils.py old mode 100644 new mode 100755 diff --git a/nemo/collections/nlp/modules/common/token_classifier.py b/nemo/collections/nlp/modules/common/token_classifier.py old mode 100644 new mode 100755 diff --git a/nemo/collections/nlp/modules/common/tokenizer_utils.py b/nemo/collections/nlp/modules/common/tokenizer_utils.py old mode 100644 new mode 100755 diff --git a/nemo/collections/nlp/modules/common/transformer/__init__.py b/nemo/collections/nlp/modules/common/transformer/__init__.py old mode 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