dataset_code/sft_sftnews/offload/part2.yaml

# vae1011-98022219
# train_data: ['albatross_2_dump', 'budgie_1_dump', 'budgie_2_dump', 'canary_2_dump', 'condor_2_dump', 'falcon_dump', 'filmsupply_highres_dump', 'guillemot_2_dump', 'guillemot_4_dump', 'gull_2_dump', 'harrier_2_dump', 'hdvg_dump', 'hornbill_2_dump', 'hummingbird_2_dump', 'kingfisher_dump', 'lovebird_dump', 'macaw_2_dump', 'movie_2_dump', 'panda70m_dump', 'partridge_2_dump', 'partridge_4_dump', 'petrel_2_dump', 'pigeon_2_dump', 'puffin_2_dump', 'swallow_2_dump', 'vimeo_2_dump', 'vimeo_4_dump', 'warbler_2_dump', 'wren_2_dump']
# train_data_weights: [68859, 1192, 15856, 203755, 1384503, 78671, 26307, 343789, 514339, 152912, 1762929, 6288112, 594676, 34082, 16263, 49979, 62714, 447823, 19018149, 7013003, 16887569, 3790563, 584691, 477319, 10022018, 9587751, 8486291, 7210, 10100894]


#high quality data-30372699
# train_data: ['Istock_sports_videos','abaka_short','malayan','movie_v0_1','nexdata','rf123_1080p']
# train_data_weights: [3431837,742656,5699324,14771089,1502775,4225018]

#high quality data : vae1011 = 1:1
# train_data: ['Istock_sports_videos','abaka_short','malayan','movie_v0_1','nexdata','rf123_1080p',  'albatross_2_dump', 'budgie_1_dump', 'budgie_2_dump', 'canary_2_dump', 'condor_2_dump', 'falcon_dump', 'filmsupply_highres_dump', 'guillemot_2_dump', 'guillemot_4_dump', 'gull_2_dump', 'harrier_2_dump', 'hdvg_dump', 'hornbill_2_dump', 'hummingbird_2_dump', 'kingfisher_dump', 'lovebird_dump', 'macaw_2_dump', 'movie_2_dump', 'panda70m_dump', 'partridge_2_dump', 'partridge_4_dump', 'petrel_2_dump', 'pigeon_2_dump', 'puffin_2_dump', 'swallow_2_dump', 'vimeo_2_dump', 'vimeo_4_dump', 'warbler_2_dump', 'wren_2_dump']
# train_data_weights: [3431837,742656,5699324,14771089,1502775,4225018,  22953, 397, 5285, 67918, 461501, 26223, 8769, 114596, 171446, 50970, 587643, 2096037, 198225, 11360, 5421, 16659, 20904, 149274, 6339383, 2337667, 5629189, 1263521, 194897, 159106, 3340672, 3195917, 2828763, 2403, 3366964]

# train_data: ['flow_test']
# train_data_weights: [1]
# train_data: ['sft','sft_hq']
# train_data_weights: [1,10]
# train_data: ['eval']
# train_data_weights: [1]
train_data: ['sft_new','sft_new_1']
train_data_weights: [536463, 135600]
# train_data: ['sft']
# train_data_weights: [1]

data:
  params:
    batch_size: 1 # the real batch size
    image_batch_size: 16 # real image batch size
    enable_bucket: True
    dataset_collections: # list all available datasets
      sft_new:
        target: dataset_tool.SeedV1Dataset
        path: "hdfs://harunasg/home/byte_icvg_aigc_cp/user/video/temp/19900101/v2_en_new/2025-02-13-05-39-30/data"
        resolution: 512
        aspect_ratios:
          "320p-2.4": [768, 320]
          "384p-2.0": [768, 384]
          "512p-1.6": [640, 384]
          "512p-1.5": [768, 512]
          "448p-1.29": [576, 448]
          "512p-1.0": [512, 512]
          "448p-0.78": [448, 576]
          "512p-0.67": [512, 768]
          "512p-0.6": [384, 640]
          "384p-0.5": [384, 768]
          "320p-0.42": [320, 768]
        ratio_strategy: closest
        params:
          sample_size: -1 # set to -1 to keep the original resolution
          fps: 24
          num_parallel_files: 1
          video_frame_sampler:
            type: 'adaptive_advanced'
            strategies:
              - stride: 1
                stride_prob: 1.0
                frame_lengths: [ 121 ]
                frame_lengths_prob: 'harmonic'
            clip: 'simple'
          text_sampler:
            type: 'frequency'
            frequency:
              recaption_7B_: 1.0
              origin_title: 0.0
          part_idx: 2

      sft_new_1:
        target: dataset_tool.SeedV1Dataset
        path: "hdfs://harunasg/home/byte_icvg_aigc_cp/user/video/temp/19900101/v2_en/2025-02-13-05-39-30/data"
        resolution: 512
        aspect_ratios:
          "320p-2.4": [768, 320]
          "384p-2.0": [768, 384]
          "512p-1.6": [640, 384]
          "512p-1.5": [768, 512]
          "448p-1.29": [576, 448]
          "512p-1.0": [512, 512]
          "448p-0.78": [448, 576]
          "512p-0.67": [512, 768]
          "512p-0.6": [384, 640]
          "384p-0.5": [384, 768]
          "320p-0.42": [320, 768]
        ratio_strategy: closest
        params:
          sample_size: -1 # set to -1 to keep the original resolution
          fps: 24
          num_parallel_files: 1
          video_frame_sampler:
            type: 'adaptive_advanced'
            strategies:
              - stride: 1
                stride_prob: 1.0
                frame_lengths: [ 121 ]
                frame_lengths_prob: 'harmonic'
            clip: 'simple'
          text_sampler:
            type: 'frequency'
            frequency:
              recaption_7B_: 1.0
              origin_title: 0.0
          part_idx: 2