Upload UnifiedIOPreprocessing
Browse files- preprocessor_config.json +268 -0
preprocessor_config.json
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| 1 |
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{
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| 2 |
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"config": {
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| 3 |
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"audio_history_cfg": {
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| 4 |
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"attn_qk_norm": true,
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| 5 |
+
"attn_scaled_cosine": false,
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| 6 |
+
"clip_attn_logit": null,
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| 7 |
+
"dropout_broadcast_dims": [
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| 8 |
+
-2
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| 9 |
+
],
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| 10 |
+
"dropout_rate": 0.0,
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| 11 |
+
"droppath_rate": 0.0,
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| 12 |
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"dtype": "float32",
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| 13 |
+
"emb_dim": 768,
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| 14 |
+
"float32_attention_logits": true,
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| 15 |
+
"head_dim": 64,
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| 16 |
+
"latents_size": 16,
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| 17 |
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"layer_drop": 0.0,
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| 18 |
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"max_frames": 8,
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| 19 |
+
"mlp_activations": [
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| 20 |
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"gelu"
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| 21 |
+
],
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| 22 |
+
"mlp_dim": 2048,
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| 23 |
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"num_heads": 12,
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| 24 |
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"num_layers": 2,
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| 25 |
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"resampler_type": "perceiver",
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| 26 |
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"xattention_index": [
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| 27 |
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0,
|
| 28 |
+
1
|
| 29 |
+
],
|
| 30 |
+
"xattn_qk_norm": true,
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| 31 |
+
"xattn_scaled_cosine": false
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| 32 |
+
},
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| 33 |
+
"audio_vit_cfg": {
|
| 34 |
+
"default_input_size": [
|
| 35 |
+
256,
|
| 36 |
+
128
|
| 37 |
+
],
|
| 38 |
+
"dropout_broadcast_dims": [],
|
| 39 |
+
"dropout_rate": 0.0,
|
| 40 |
+
"dtype": "float32",
|
| 41 |
+
"emb_dim": 768,
|
| 42 |
+
"float32_attention_logits": true,
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| 43 |
+
"head_dim": 64,
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| 44 |
+
"mlp_activations": [
|
| 45 |
+
"gelu"
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| 46 |
+
],
|
| 47 |
+
"mlp_dim": 3072,
|
| 48 |
+
"num_heads": 12,
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| 49 |
+
"num_layers": 11,
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| 50 |
+
"patch_size": 16,
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| 51 |
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"pos_patch_size": 16,
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| 52 |
+
"transpose_input": true,
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| 53 |
+
"vit_embed": true
|
| 54 |
+
},
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| 55 |
+
"audio_vqgan": {
|
| 56 |
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"act_fn": "relu",
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| 57 |
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"attention_dropout_rate": 0.0,
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| 58 |
+
"checkpoint_path": "",
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| 59 |
+
"decoder_head_dim": 64,
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| 60 |
+
"decoder_hidden_size": 512,
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| 61 |
+
"decoder_mlp_dim": 2048,
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| 62 |
+
"decoder_num_heads": 8,
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| 63 |
+
"decoder_num_layers": 8,
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| 64 |
+
"default_input_size": [
|
| 65 |
+
128,
|
| 66 |
+
256
|
| 67 |
+
],
|
| 68 |
+
"dropout_rate": 0.0,
|
| 69 |
+
"droppath_rate": 0.0,
|
| 70 |
+
"dtype": "float32",
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| 71 |
+
"encoder_head_dim": 64,
|
| 72 |
+
"encoder_hidden_size": 512,
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| 73 |
+
"encoder_mlp_dim": 2048,
|
| 74 |
+
"encoder_num_heads": 8,
|
| 75 |
+
"encoder_num_layers": 8,
|
| 76 |
+
"output_channel": 1,
|
| 77 |
+
"patch_size": [
|
| 78 |
+
8,
|
| 79 |
+
8
|
| 80 |
+
],
|
| 81 |
+
"proj_dim": 32,
|
| 82 |
+
"use_bias": false,
|
| 83 |
+
"use_decoder": true,
|
| 84 |
+
"vocab_size": 8192
|
| 85 |
+
},
|
| 86 |
+
"freeze_vit": true,
|
| 87 |
+
"image_history_cfg": {
|
| 88 |
+
"attn_qk_norm": true,
|
| 89 |
+
"attn_scaled_cosine": false,
|
| 90 |
+
"clip_attn_logit": null,
|
| 91 |
+
"dropout_broadcast_dims": [
|
| 92 |
+
-2
|
| 93 |
+
],
|
| 94 |
+
"dropout_rate": 0.0,
|
| 95 |
+
"droppath_rate": 0.0,
|
| 96 |
+
"dtype": "float32",
|
| 97 |
+
"emb_dim": 768,
|
| 98 |
+
"float32_attention_logits": true,
|
| 99 |
+
"head_dim": 64,
|
| 100 |
+
"latents_size": 32,
|
| 101 |
+
"layer_drop": 0.0,
|
| 102 |
+
"max_frames": 8,
|
| 103 |
+
"mlp_activations": [
|
| 104 |
+
"gelu"
|
| 105 |
+
],
|
| 106 |
+
"mlp_dim": 2048,
|
| 107 |
+
"num_heads": 12,
|
| 108 |
+
"num_layers": 2,
|
| 109 |
+
"resampler_type": "perceiver",
|
| 110 |
+
"xattention_index": [
|
| 111 |
+
0,
|
| 112 |
+
1
|
| 113 |
+
],
|
| 114 |
+
"xattn_qk_norm": true,
|
| 115 |
+
"xattn_scaled_cosine": false
|
| 116 |
+
},
|
| 117 |
+
"image_vit_cfg": {
|
| 118 |
+
"default_input_size": [
|
| 119 |
+
256,
|
| 120 |
+
256
|
| 121 |
+
],
|
| 122 |
+
"dropout_broadcast_dims": [],
|
| 123 |
+
"dropout_rate": 0.0,
|
| 124 |
+
"dtype": "float32",
|
| 125 |
+
"emb_dim": 768,
|
| 126 |
+
"float32_attention_logits": true,
|
| 127 |
+
"head_dim": 64,
|
| 128 |
+
"mlp_activations": [
|
| 129 |
+
"gelu"
|
| 130 |
+
],
|
| 131 |
+
"mlp_dim": 3072,
|
| 132 |
+
"num_heads": 12,
|
| 133 |
+
"num_layers": 11,
|
| 134 |
+
"num_pos": 197,
|
| 135 |
+
"patch_size": 16,
|
| 136 |
+
"pos_patch_size": 16
|
| 137 |
+
},
|
| 138 |
+
"image_vqgan": {
|
| 139 |
+
"attn_resolutions": [
|
| 140 |
+
32
|
| 141 |
+
],
|
| 142 |
+
"ch": 128,
|
| 143 |
+
"ch_mult": [
|
| 144 |
+
1,
|
| 145 |
+
2,
|
| 146 |
+
2,
|
| 147 |
+
4
|
| 148 |
+
],
|
| 149 |
+
"checkpoint_path": "",
|
| 150 |
+
"default_input_size": [
|
| 151 |
+
256,
|
| 152 |
+
256
|
| 153 |
+
],
|
| 154 |
+
"double_z": false,
|
| 155 |
+
"dropout": 0,
|
| 156 |
+
"dtype": "float32",
|
| 157 |
+
"embed_dim": 4,
|
| 158 |
+
"in_channels": 3,
|
| 159 |
+
"n_embed": 16384,
|
| 160 |
+
"num_res_blocks": 2,
|
| 161 |
+
"out_ch": 3,
|
| 162 |
+
"patch_size": [
|
| 163 |
+
8,
|
| 164 |
+
8
|
| 165 |
+
],
|
| 166 |
+
"resolution": 256,
|
| 167 |
+
"z_channels": 4
|
| 168 |
+
},
|
| 169 |
+
"input_modalities": [
|
| 170 |
+
"text",
|
| 171 |
+
"image",
|
| 172 |
+
"image_history",
|
| 173 |
+
"audio",
|
| 174 |
+
"audio_history"
|
| 175 |
+
],
|
| 176 |
+
"sequence_length": {
|
| 177 |
+
"audio_history_input_samples": 128,
|
| 178 |
+
"audio_input_samples": 128,
|
| 179 |
+
"image_history_input_samples": 256,
|
| 180 |
+
"image_input_samples": 576,
|
| 181 |
+
"is_training": true,
|
| 182 |
+
"num_frames": 4
|
| 183 |
+
},
|
| 184 |
+
"t5_config": {
|
| 185 |
+
"audio_history_pos_emb": "llama_rope",
|
| 186 |
+
"audio_patch_size": 16,
|
| 187 |
+
"audio_pos_emb": "llama_rope",
|
| 188 |
+
"audio_vit_patch_size": 16,
|
| 189 |
+
"audio_vocab_size": 8320,
|
| 190 |
+
"dalle_attn_mask": true,
|
| 191 |
+
"decoder_max_audio_length": 512,
|
| 192 |
+
"decoder_max_image_length": 1024,
|
| 193 |
+
"decoder_max_text_length": 512,
|
| 194 |
+
"decoder_xattention_internval": 1,
|
| 195 |
+
"default_audio_history_vit_size": [
|
| 196 |
+
256,
|
| 197 |
+
128
|
| 198 |
+
],
|
| 199 |
+
"default_audio_size": [
|
| 200 |
+
256,
|
| 201 |
+
128
|
| 202 |
+
],
|
| 203 |
+
"default_audio_vit_size": [
|
| 204 |
+
256,
|
| 205 |
+
128
|
| 206 |
+
],
|
| 207 |
+
"default_image_history_vit_size": [
|
| 208 |
+
256,
|
| 209 |
+
256
|
| 210 |
+
],
|
| 211 |
+
"default_image_size": [
|
| 212 |
+
256,
|
| 213 |
+
256
|
| 214 |
+
],
|
| 215 |
+
"default_image_vit_size": [
|
| 216 |
+
384,
|
| 217 |
+
384
|
| 218 |
+
],
|
| 219 |
+
"dropout_broadcast_dims": [
|
| 220 |
+
-2
|
| 221 |
+
],
|
| 222 |
+
"dropout_rate": 0.0,
|
| 223 |
+
"dtype": "float32",
|
| 224 |
+
"dynamic_unk_mask": true,
|
| 225 |
+
"emb_dim": 1024,
|
| 226 |
+
"encoder_max_audio_length": 128,
|
| 227 |
+
"encoder_max_image_length": 576,
|
| 228 |
+
"encoder_max_text_length": 512,
|
| 229 |
+
"float32_attention_logits": true,
|
| 230 |
+
"head_dim": 64,
|
| 231 |
+
"image_history_pos_emb": "llama_rope",
|
| 232 |
+
"image_patch_size": 16,
|
| 233 |
+
"image_pos_emb": "llama_rope",
|
| 234 |
+
"image_tokenizer_type": "vqgan",
|
| 235 |
+
"image_vit_patch_size": 16,
|
| 236 |
+
"image_vocab_size": 16512,
|
| 237 |
+
"logits_via_embedding": true,
|
| 238 |
+
"mlp_activations": [
|
| 239 |
+
"silu",
|
| 240 |
+
"linear"
|
| 241 |
+
],
|
| 242 |
+
"mlp_dim": 2816,
|
| 243 |
+
"num_decoder_layers": 24,
|
| 244 |
+
"num_encoder_layers": 24,
|
| 245 |
+
"num_heads": 16,
|
| 246 |
+
"qk_norm": true,
|
| 247 |
+
"text_pos_emb": "llama_rope",
|
| 248 |
+
"vocab_size": 33280
|
| 249 |
+
},
|
| 250 |
+
"target_modalities": [
|
| 251 |
+
"text",
|
| 252 |
+
"image",
|
| 253 |
+
"audio"
|
| 254 |
+
],
|
| 255 |
+
"use_audio_history_vit": true,
|
| 256 |
+
"use_audio_vit": true,
|
| 257 |
+
"use_image_history_vit": true,
|
| 258 |
+
"use_image_vit": true
|
| 259 |
+
},
|
| 260 |
+
"sequence_length": {
|
| 261 |
+
"audio_history_input_samples": 128,
|
| 262 |
+
"audio_input_samples": 128,
|
| 263 |
+
"image_history_input_samples": 256,
|
| 264 |
+
"image_input_samples": 576,
|
| 265 |
+
"is_training": true,
|
| 266 |
+
"num_frames": 4
|
| 267 |
+
}
|
| 268 |
+
}
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