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Functions2,110 in github.com/OpenImagingLab/FlashVSR

⨍ Functions 2,110◇ Types & classes 521
↓ 2 callersFunctionget_pretrained_cfg
(model: str, tag: str)
diffsynth/extensions/ImageQualityMetric/open_clip/pretrained.py:271
↓ 2 callersFunctionget_pretrained_url
(model: str, tag: str)
diffsynth/extensions/ImageQualityMetric/open_clip/pretrained.py:278
↓ 2 callersFunctionget_timestep_embedding
This matches the implementation in Denoising Diffusion Probabilistic Models: Create sinusoidal timestep embeddings. :param timesteps: a 1-D
diffsynth/models/svd_unet.py:40
↓ 2 callersFunctionhas_hf_hub
(necessary=False)
diffsynth/extensions/ImageQualityMetric/open_clip/pretrained.py:329
↓ 2 callersFunctioninteract_with_ipadapter
(hidden_states, q, ip_k, ip_v, scale=1.0)
diffsynth/models/flux_dit.py:7
↓ 2 callersFunctioninterpolate_pos_embed
(pos_embed_checkpoint, visual_encoder)
diffsynth/extensions/ImageQualityMetric/BLIP/vit.py:277
↓ 2 callersFunctionlargest_8n1_leq
(n)
examples/WanVSR/infer_flashvsr_v1.1_tiny_long_video.py:31
↓ 2 callersFunctionlargest_8n1_leq
(n)
examples/WanVSR/infer_flashvsr_v1.1_tiny.py:31
↓ 2 callersFunctionlargest_8n1_leq
(n)
examples/WanVSR/infer_flashvsr_full.py:30
↓ 2 callersFunctionlargest_8n1_leq
(n)
examples/WanVSR/infer_flashvsr_tiny_long_video.py:31
↓ 2 callersFunctionlargest_8n1_leq
(n)
examples/WanVSR/infer_flashvsr_v1.1_full.py:30
↓ 2 callersFunctionlargest_8n1_leq
(n)
examples/WanVSR/infer_flashvsr_tiny.py:31
↓ 2 callersFunctionlets_dance_with_long_video
( unet: SDUNet, motion_modules: SDMotionModel = None, controlnet: MultiControlNetManager = None,
diffsynth/pipelines/sd_video.py:14
↓ 2 callersFunctionload_checkpoint
(model, checkpoint_path, strict=True)
diffsynth/extensions/ImageQualityMetric/open_clip/factory.py:98
↓ 2 callersFunctionload_model_from_huggingface_folder
(file_path, model_names, model_classes, torch_dtype, device)
diffsynth/models/model_manager.py:82
↓ 2 callersFunctionload_patch_model_from_single_file
(state_dict, model_names, model_classes, extra_kwargs, model_manager, torch_dtype, device)
diffsynth/models/model_manager.py:112
↓ 2 callersMethodload_video
(self, video_file, image_folder, height, width, start_frame_id, end_frame_id)
diffsynth/pipelines/pipeline_runner.py:53
↓ 2 callersMethodmatch_filenames
(self, file_names_a, file_names_b)
diffsynth/extensions/FastBlend/api.py:143
↓ 2 callersMethodmix
(self, x, smooth_scale = 0.6)
diffsynth/models/stepvideo_vae.py:1014
↓ 2 callersFunctionmodel_fn_wan_video
( dit: WanModel, motion_controller: WanMotionControllerModel = None, vace: VaceWanModel = None,
diffsynth/pipelines/wan_video.py:520
↓ 2 callersFunctionmodulate
(x: torch.Tensor, shift: torch.Tensor, scale: torch.Tensor)
diffsynth/models/wan_video_dit.py:239
↓ 2 callersFunctionmodulate
(x, scale, shift)
diffsynth/models/stepvideo_dit.py:610
↓ 2 callersFunctionpatch_device
(module)
diffsynth/extensions/ImageQualityMetric/open_clip/openai.py:97
↓ 2 callersFunctionpatch_float
(module)
diffsynth/extensions/ImageQualityMetric/open_clip/openai.py:121
↓ 2 callersMethodpatchify
(self, hidden_states)
diffsynth/models/flux_controlnet.py:46
↓ 2 callersFunctionpil_to_tensor_neg1_1
(img: Image.Image, dtype=torch.bfloat16, device='cuda')
examples/WanVSR/infer_flashvsr_v1.1_tiny_long_video.py:37
↓ 2 callersFunctionpil_to_tensor_neg1_1
(img: Image.Image, dtype=torch.bfloat16, device='cuda')
examples/WanVSR/infer_flashvsr_v1.1_tiny.py:37
↓ 2 callersFunctionpil_to_tensor_neg1_1
(img: Image.Image, dtype=torch.bfloat16, device='cuda')
examples/WanVSR/infer_flashvsr_full.py:36
↓ 2 callersFunctionpil_to_tensor_neg1_1
(img: Image.Image, dtype=torch.bfloat16, device='cuda')
examples/WanVSR/infer_flashvsr_tiny_long_video.py:37
↓ 2 callersFunctionpil_to_tensor_neg1_1
(img: Image.Image, dtype=torch.bfloat16, device='cuda')
examples/WanVSR/infer_flashvsr_v1.1_full.py:36
↓ 2 callersFunctionpil_to_tensor_neg1_1
(img: Image.Image, dtype=torch.bfloat16, device='cuda')
examples/WanVSR/infer_flashvsr_tiny.py:37
↓ 2 callersMethodprepare_controlnet_input
(self, controlnet_image, controlnet_inpaint_mask, tiler_kwargs)
diffsynth/pipelines/flux_image.py:239
↓ 2 callersMethodprepare_extra_input
(self, latents=None)
diffsynth/pipelines/sd_image.py:86
↓ 2 callersMethodprepare_rotary_positional_embeddings
( self, height: int, width: int, num_frames: int, device: torch.device
diffsynth/models/cog_dit.py:202
↓ 2 callersMethodprocess
(self)
diffsynth/prompters/omost.py:198
↓ 2 callersMethodprocess_entity_masks
(self, hidden_states, prompt_emb, entity_prompt_emb, entity_masks, text_ids, image_ids)
diffsynth/models/flux_dit.py:378
↓ 2 callersMethodprocess_ff
(self, hidden_states, attn_output, mod, mod_tr=None, tr_token=None)
diffsynth/models/hunyuan_video_dit.py:444
↓ 2 callersMethodprocess_images
(self, images)
diffsynth/extensions/RIFE/__init__.py:139
↓ 2 callersMethodprocess_images
(self, images)
diffsynth/processors/RIFE.py:33
↓ 2 callersMethodprocess_qkv
(self, hidden_states, to_qkv, norm_q, norm_k)
diffsynth/models/sd3_dit.py:122
↓ 2 callersMethodprocess_response
(self, output, history)
diffsynth/models/kolors_text_encoder.py:1257
↓ 2 callersMethodprocess_tensors
(self, input_tensor, scale=1.0, batch_size=4)
diffsynth/extensions/RIFE/__init__.py:208
↓ 2 callersMethodprocess_tensors
(self, input_tensor, scale=1.0, batch_size=4)
diffsynth/processors/RIFE.py:43
↓ 2 callersFunctionquantize
Replace fp16 linear with quantized linear
diffsynth/models/kolors_text_encoder.py:187
↓ 2 callersMethodraw_data
(self)
diffsynth/extensions/FastBlend/data.py:110
↓ 2 callersFunctionreshape_for_broadcast
( freqs_cis, x: torch.Tensor, head_first=False, )
diffsynth/models/hunyuan_video_dit.py:301
↓ 2 callersFunctionresize_pos_embed
(state_dict, model, interpolation: str = 'bicubic', antialias: bool = True)
diffsynth/extensions/ImageQualityMetric/open_clip/model.py:430
↓ 2 callersFunctionrope_apply
(x, freqs, num_heads)
diffsynth/distributed/xdit_context_parallel.py:27
↓ 2 callersFunctionrope_apply
(x, freqs, num_heads)
diffsynth/models/wan_video_dit.py:265
↓ 2 callersFunctionrotate_half
(x)
diffsynth/models/hunyuan_video_dit.py:347
↓ 2 callersMethodrotate_half
(self, x)
diffsynth/models/hunyuan_dit.py:21
↓ 2 callersMethodsave_pretrained
(self, dest)
diffsynth/extensions/ImageQualityMetric/open_clip/tokenizer.py:195
↓ 2 callersFunctionsave_video
(frames_path, video_path, num_frames, fps)
diffsynth/extensions/FastBlend/data.py:23
↓ 2 callersFunctionsearch_parameter
(param, state_dict)
diffsynth/models/utils.py:101
↓ 2 callersMethodset_grad_checkpointing
(self, enable=True)
diffsynth/extensions/ImageQualityMetric/open_clip/model.py:224
↓ 2 callersMethodset_length
(self, length)
diffsynth/extensions/FastBlend/data.py:116
↓ 2 callersMethodset_less_adapter
(self)
diffsynth/models/sd_ipadapter.py:30
↓ 2 callersMethodset_shape
(self, height, width)
diffsynth/extensions/FastBlend/data.py:119
↓ 2 callersFunctionsplit_state_dict_with_prefix
(state_dict)
diffsynth/models/utils.py:164
↓ 2 callersMethodstore
(self, hidden_states)
diffsynth/pipelines/hunyuan_video.py:287
↓ 2 callersMethodtensor2video
(self, frames)
diffsynth/pipelines/hunyuan_video.py:118
↓ 2 callersFunctiontimestep_embedding
(t, dim, max_period=10000, repeat_only=False)
diffsynth/models/hunyuan_dit.py:193
↓ 2 callersMethodtrack_step
(self, nnf, d)
diffsynth/extensions/FastBlend/patch_match.py:125
↓ 2 callersMethodupdate
(self, hidden_states)
diffsynth/pipelines/hunyuan_video.py:291
↓ 2 callersMethodupdate
(self, hidden_states)
diffsynth/pipelines/flux_image.py:650
↓ 2 callersFunctionupscale_then_center_crop
(img: Image.Image, scale: float, tW: int, tH: int)
examples/WanVSR/infer_flashvsr_v1.1_tiny_long_video.py:70
↓ 2 callersFunctionupscale_then_center_crop
(img: Image.Image, scale: float, tW: int, tH: int)
examples/WanVSR/infer_flashvsr_v1.1_tiny.py:70
↓ 2 callersFunctionupscale_then_center_crop
(img: Image.Image, scale: int, tW: int, tH: int)
examples/WanVSR/infer_flashvsr_full.py:57
↓ 2 callersFunctionupscale_then_center_crop
(img: Image.Image, scale: float, tW: int, tH: int)
examples/WanVSR/infer_flashvsr_tiny_long_video.py:70
↓ 2 callersFunctionupscale_then_center_crop
(img: Image.Image, scale: int, tW: int, tH: int)
examples/WanVSR/infer_flashvsr_v1.1_full.py:57
↓ 2 callersFunctionupscale_then_center_crop
(img: Image.Image, scale: float, tW: int, tH: int)
examples/WanVSR/infer_flashvsr_tiny.py:70
↓ 2 callersMethodvocab_size
(self)
diffsynth/prompters/kolors_prompter.py:141
↓ 2 callersFunctionwarp
(tenInput, tenFlow, device)
diffsynth/extensions/RIFE/__init__.py:8
↓ 2 callersFunctionwhitespace_clean
(text)
diffsynth/prompters/wan_prompter.py:17
↓ 2 callersFunctionwhitespace_clean
(text)
diffsynth/extensions/ImageQualityMetric/open_clip/tokenizer.py:69
↓ 1 callersMethodC
(self, n, m)
diffsynth/extensions/FastBlend/patch_match.py:134
↓ 1 callersFunctionFeedForward
(dim, mult=4)
diffsynth/models/flux_infiniteyou.py:7
↓ 1 callersFunctionHunyuanVideoRope
(latents)
diffsynth/models/hunyuan_video_dit.py:10
↓ 1 callersMethod__init__
(self, module: torch.nn.Module, offload_dtype, offload_device, onload_dtype, onload_device, computation_dtype,
diffsynth/vram_management/layers.py:12
↓ 1 callersMethod__init__
(self, processor, model, scale=1.0)
diffsynth/controlnets/controlnet_unit.py:15
↓ 1 callersMethod__init__
(self, num_inference_steps, rel_l1_thresh)
diffsynth/pipelines/hunyuan_video.py:252
↓ 1 callersMethod__init__
(self, num_inference_steps, rel_l1_thresh)
diffsynth/pipelines/flux_image.py:613
↓ 1 callersMethod__init__
(self)
diffsynth/pipelines/hunyuan_image.py:16
↓ 1 callersMethod__init__
(self, num_tokens_for_img: int, offload_kv_cache: bool=False)
diffsynth/pipelines/omnigen_image.py:16
↓ 1 callersMethod__init__
(self, num_inference_steps, rel_l1_thresh, model_id)
diffsynth/pipelines/wan_video.py:468
↓ 1 callersMethod__init__
(self)
diffsynth/prompters/omost.py:124
↓ 1 callersMethod__init__
(self, input_size: int, xcol: str = "emb", ycol: str = "avg_rating")
diffsynth/extensions/ImageQualityMetric/aesthetic.py:11
↓ 1 callersMethod__init__
( self, local_loss=False, gather_with_grad=False, cache_labels
diffsynth/extensions/ImageQualityMetric/open_clip/loss.py:69
↓ 1 callersMethod__init__
(self, max_size, interpolation=InterpolationMode.BICUBIC, fn='max', fill=0)
diffsynth/extensions/ImageQualityMetric/open_clip/transform.py:28
↓ 1 callersMethod__init__
(self, use_pooler_output=True)
diffsynth/extensions/ImageQualityMetric/open_clip/hf_model.py:68
↓ 1 callersMethod__init__
( self, embed_dim: int, vision_cfg: CLIPVisionCfg, text_cfg: C
diffsynth/extensions/ImageQualityMetric/open_clip/model.py:179
↓ 1 callersMethod__init__
(self, ckpt, config_file=False)
diffsynth/extensions/ImageQualityMetric/trainer/models/clip_model.py:99
↓ 1 callersMethod__init__
(self, global_pool=False)
diffsynth/models/sdxl_controlnet.py:44
↓ 1 callersMethod__init__
(self)
diffsynth/models/hunyuan_dit_text_encoder.py:89
↓ 1 callersMethod__init__
(self, upcast_to_float32=True)
diffsynth/models/sdxl_vae_encoder.py:5
↓ 1 callersMethod__init__
( self, torch_dtype=torch.float16, device="cuda", model_id_list: List[Preset_m
diffsynth/models/model_manager.py:317
↓ 1 callersMethod__init__
(self, *, dim, dim_head=64, heads=8)
diffsynth/models/flux_infiniteyou.py:30
↓ 1 callersMethod__init__
(self, config: LlamaConfig)
diffsynth/models/hunyuan_video_text_encoder.py:8
↓ 1 callersMethod__init__
(self)
diffsynth/models/svd_vae_encoder.py:5
↓ 1 callersMethod__init__
(self, embed_dim=768, vocab_size=49408, max_position_embeddings=77, num_encoder_layers=12, encoder_intermediat
diffsynth/models/sd_text_encoder.py:40
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