Instructions to use SceneWorks/ltx-2.3-mlx with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use SceneWorks/ltx-2.3-mlx with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] huggingface-cli download --local-dir ltx-2.3-mlx SceneWorks/ltx-2.3-mlx
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
Upload folder using huggingface_hub
Browse files- q8/audio_vae.safetensors +3 -0
- q8/config.json +46 -0
- q8/connector.safetensors +3 -0
- q8/embedded_config.json +302 -0
- q8/quantize_config.json +6 -0
- q8/split_model.json +21 -0
- q8/transformer.safetensors +3 -0
- q8/upsampler.safetensors +3 -0
- q8/vae_decoder.safetensors +3 -0
- q8/vae_encoder.safetensors +3 -0
- q8/vocoder.safetensors +3 -0
q8/audio_vae.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:f7f56bdec4c877bb1db6f3e6d65c1cff6a1147a91c4a25b809e14dba4c1d5b30
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size 63836683
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q8/config.json
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{
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"model_type": "AudioVideo",
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"num_attention_heads": 32,
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"attention_head_dim": 128,
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"in_channels": 128,
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"out_channels": 128,
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"num_layers": 48,
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"cross_attention_dim": 4096,
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"caption_channels": null,
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"audio_num_attention_heads": 32,
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"audio_attention_head_dim": 64,
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"audio_in_channels": 128,
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"audio_out_channels": 128,
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| 14 |
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"audio_cross_attention_dim": 2048,
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"positional_embedding_theta": 10000.0,
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"positional_embedding_max_pos": [
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20,
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2048,
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2048
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],
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"audio_positional_embedding_max_pos": [
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20
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],
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"timestep_scale_multiplier": 1000,
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"av_ca_timestep_scale_multiplier": 1000,
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"norm_eps": 1e-06,
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| 27 |
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"audio_sample_rate": 24000,
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"audio_latent_sample_rate": 16000,
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| 29 |
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"audio_hop_length": 160,
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"audio_latent_channels": 8,
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| 31 |
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"audio_mel_bins": 16,
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| 32 |
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"model_version": "2.3.0",
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| 33 |
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"is_v2": true,
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| 34 |
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"apply_gated_attention": true,
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| 35 |
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"cross_attention_adaln": true,
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| 36 |
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"connector_positional_embedding_max_pos": [
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4096
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| 38 |
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],
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| 39 |
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"connector_rope_type": "SPLIT",
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| 40 |
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"connector_num_attention_heads": 32,
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| 41 |
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"connector_attention_head_dim": 128,
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| 42 |
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"audio_connector_num_attention_heads": 32,
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| 43 |
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"audio_connector_attention_head_dim": 64,
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| 44 |
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"caption_projection_first_linear": false,
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| 45 |
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"caption_projection_second_linear": false
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| 46 |
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}
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q8/connector.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:e1576c14ac7f7596a41e39e835d6d3e136567922c31edcd4f693b492d46c8541
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size 6344493078
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q8/embedded_config.json
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| 1 |
+
{
|
| 2 |
+
"transformer": {
|
| 3 |
+
"_class_name": "AVTransformer3DModel",
|
| 4 |
+
"attention_head_dim": 128,
|
| 5 |
+
"attention_type": "default",
|
| 6 |
+
"caption_channels": 3840,
|
| 7 |
+
"cross_attention_dim": 4096,
|
| 8 |
+
"in_channels": 128,
|
| 9 |
+
"norm_eps": 1e-06,
|
| 10 |
+
"num_attention_heads": 32,
|
| 11 |
+
"num_layers": 48,
|
| 12 |
+
"out_channels": 128,
|
| 13 |
+
"audio_num_attention_heads": 32,
|
| 14 |
+
"audio_attention_head_dim": 64,
|
| 15 |
+
"audio_out_channels": 128,
|
| 16 |
+
"audio_cross_attention_dim": 2048,
|
| 17 |
+
"audio_positional_embedding_max_pos": [
|
| 18 |
+
20
|
| 19 |
+
],
|
| 20 |
+
"use_embeddings_connector": true,
|
| 21 |
+
"connector_attention_head_dim": 128,
|
| 22 |
+
"connector_num_attention_heads": 32,
|
| 23 |
+
"connector_num_layers": 8,
|
| 24 |
+
"connector_positional_embedding_max_pos": [
|
| 25 |
+
4096
|
| 26 |
+
],
|
| 27 |
+
"connector_num_learnable_registers": 128,
|
| 28 |
+
"use_middle_indices_grid": true,
|
| 29 |
+
"apply_gated_attention": true,
|
| 30 |
+
"connector_apply_gated_attention": true,
|
| 31 |
+
"caption_projection_first_linear": false,
|
| 32 |
+
"caption_projection_second_linear": false,
|
| 33 |
+
"audio_connector_attention_head_dim": 64,
|
| 34 |
+
"audio_connector_num_attention_heads": 32,
|
| 35 |
+
"cross_attention_adaln": true,
|
| 36 |
+
"text_encoder_norm_type": "per_token_rms",
|
| 37 |
+
"rope_type": "split",
|
| 38 |
+
"frequencies_precision": "float64",
|
| 39 |
+
"positional_embedding_theta": 10000.0,
|
| 40 |
+
"positional_embedding_max_pos": [
|
| 41 |
+
20,
|
| 42 |
+
2048,
|
| 43 |
+
2048
|
| 44 |
+
],
|
| 45 |
+
"timestep_scale_multiplier": 1000,
|
| 46 |
+
"av_ca_timestep_scale_multiplier": 1000.0
|
| 47 |
+
},
|
| 48 |
+
"vae": {
|
| 49 |
+
"_class_name": "CausalVideoAutoencoder",
|
| 50 |
+
"dims": 3,
|
| 51 |
+
"in_channels": 3,
|
| 52 |
+
"out_channels": 3,
|
| 53 |
+
"latent_channels": 128,
|
| 54 |
+
"patch_size": 4,
|
| 55 |
+
"norm_layer": "pixel_norm",
|
| 56 |
+
"spatial_padding_mode": "zeros",
|
| 57 |
+
"timestep_conditioning": false,
|
| 58 |
+
"decoder_blocks": [
|
| 59 |
+
[
|
| 60 |
+
"res_x",
|
| 61 |
+
{
|
| 62 |
+
"num_layers": 4
|
| 63 |
+
}
|
| 64 |
+
],
|
| 65 |
+
[
|
| 66 |
+
"compress_space",
|
| 67 |
+
{
|
| 68 |
+
"multiplier": 2
|
| 69 |
+
}
|
| 70 |
+
],
|
| 71 |
+
[
|
| 72 |
+
"res_x",
|
| 73 |
+
{
|
| 74 |
+
"num_layers": 6
|
| 75 |
+
}
|
| 76 |
+
],
|
| 77 |
+
[
|
| 78 |
+
"compress_time",
|
| 79 |
+
{
|
| 80 |
+
"multiplier": 2
|
| 81 |
+
}
|
| 82 |
+
],
|
| 83 |
+
[
|
| 84 |
+
"res_x",
|
| 85 |
+
{
|
| 86 |
+
"num_layers": 4
|
| 87 |
+
}
|
| 88 |
+
],
|
| 89 |
+
[
|
| 90 |
+
"compress_all",
|
| 91 |
+
{
|
| 92 |
+
"multiplier": 1
|
| 93 |
+
}
|
| 94 |
+
],
|
| 95 |
+
[
|
| 96 |
+
"res_x",
|
| 97 |
+
{
|
| 98 |
+
"num_layers": 2
|
| 99 |
+
}
|
| 100 |
+
],
|
| 101 |
+
[
|
| 102 |
+
"compress_all",
|
| 103 |
+
{
|
| 104 |
+
"multiplier": 2
|
| 105 |
+
}
|
| 106 |
+
],
|
| 107 |
+
[
|
| 108 |
+
"res_x",
|
| 109 |
+
{
|
| 110 |
+
"num_layers": 2
|
| 111 |
+
}
|
| 112 |
+
]
|
| 113 |
+
],
|
| 114 |
+
"encoder_blocks": [
|
| 115 |
+
[
|
| 116 |
+
"res_x",
|
| 117 |
+
{
|
| 118 |
+
"num_layers": 4
|
| 119 |
+
}
|
| 120 |
+
],
|
| 121 |
+
[
|
| 122 |
+
"compress_space_res",
|
| 123 |
+
{
|
| 124 |
+
"multiplier": 2
|
| 125 |
+
}
|
| 126 |
+
],
|
| 127 |
+
[
|
| 128 |
+
"res_x",
|
| 129 |
+
{
|
| 130 |
+
"num_layers": 6
|
| 131 |
+
}
|
| 132 |
+
],
|
| 133 |
+
[
|
| 134 |
+
"compress_time_res",
|
| 135 |
+
{
|
| 136 |
+
"multiplier": 2
|
| 137 |
+
}
|
| 138 |
+
],
|
| 139 |
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[
|
| 140 |
+
"res_x",
|
| 141 |
+
{
|
| 142 |
+
"num_layers": 4
|
| 143 |
+
}
|
| 144 |
+
],
|
| 145 |
+
[
|
| 146 |
+
"compress_all_res",
|
| 147 |
+
{
|
| 148 |
+
"multiplier": 2
|
| 149 |
+
}
|
| 150 |
+
],
|
| 151 |
+
[
|
| 152 |
+
"res_x",
|
| 153 |
+
{
|
| 154 |
+
"num_layers": 2
|
| 155 |
+
}
|
| 156 |
+
],
|
| 157 |
+
[
|
| 158 |
+
"compress_all_res",
|
| 159 |
+
{
|
| 160 |
+
"multiplier": 1
|
| 161 |
+
}
|
| 162 |
+
],
|
| 163 |
+
[
|
| 164 |
+
"res_x",
|
| 165 |
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{
|
| 166 |
+
"num_layers": 2
|
| 167 |
+
}
|
| 168 |
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]
|
| 169 |
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]
|
| 170 |
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},
|
| 171 |
+
"audio_vae": {
|
| 172 |
+
"model": {
|
| 173 |
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"params": {
|
| 174 |
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"ddconfig": {
|
| 175 |
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"double_z": true,
|
| 176 |
+
"mel_bins": 64,
|
| 177 |
+
"z_channels": 8,
|
| 178 |
+
"resolution": 256,
|
| 179 |
+
"in_channels": 2,
|
| 180 |
+
"out_ch": 2,
|
| 181 |
+
"ch": 128,
|
| 182 |
+
"ch_mult": [
|
| 183 |
+
1,
|
| 184 |
+
2,
|
| 185 |
+
4
|
| 186 |
+
],
|
| 187 |
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|
| 188 |
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|
| 189 |
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|
| 190 |
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"norm_type": "pixel",
|
| 191 |
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|
| 192 |
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},
|
| 193 |
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|
| 194 |
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|
| 195 |
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|
| 196 |
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|
| 197 |
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|
| 198 |
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"_class_name": "RectifiedFlowScheduler",
|
| 199 |
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|
| 200 |
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|
| 201 |
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|
| 202 |
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|
| 203 |
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|
| 204 |
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|
| 205 |
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|
| 206 |
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|
| 207 |
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|
| 208 |
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|
| 209 |
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|
| 210 |
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|
| 211 |
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|
| 212 |
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|
| 213 |
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|
| 214 |
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|
| 215 |
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|
| 216 |
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|
| 217 |
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|
| 218 |
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|
| 219 |
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|
| 220 |
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|
| 221 |
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|
| 222 |
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|
| 223 |
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|
| 224 |
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|
| 225 |
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|
| 226 |
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| 227 |
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|
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| 232 |
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| 233 |
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|
| 234 |
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| 235 |
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| 236 |
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| 238 |
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| 239 |
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[
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|
| 242 |
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|
| 243 |
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|
| 244 |
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|
| 245 |
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|
| 246 |
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|
| 247 |
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"activation": "snakebeta",
|
| 248 |
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|
| 249 |
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|
| 250 |
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|
| 251 |
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|
| 252 |
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|
| 253 |
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|
| 254 |
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|
| 255 |
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|
| 256 |
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|
| 257 |
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|
| 258 |
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|
| 259 |
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|
| 260 |
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| 261 |
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| 262 |
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|
| 263 |
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|
| 264 |
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|
| 265 |
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|
| 266 |
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|
| 267 |
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|
| 268 |
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|
| 269 |
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| 270 |
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|
| 271 |
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|
| 272 |
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|
| 273 |
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[
|
| 274 |
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|
| 275 |
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|
| 276 |
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|
| 277 |
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|
| 278 |
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[
|
| 279 |
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|
| 280 |
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|
| 281 |
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| 282 |
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|
| 283 |
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[
|
| 284 |
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|
| 285 |
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|
| 286 |
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|
| 287 |
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|
| 288 |
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|
| 289 |
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|
| 290 |
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|
| 291 |
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"activation": "snakebeta",
|
| 292 |
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|
| 293 |
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|
| 294 |
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|
| 295 |
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|
| 296 |
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|
| 297 |
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|
| 298 |
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|
| 299 |
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|
| 300 |
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|
| 301 |
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}
|
| 302 |
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|
q8/quantize_config.json
ADDED
|
@@ -0,0 +1,6 @@
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
| 1 |
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{
|
| 2 |
+
"quantization": {
|
| 3 |
+
"bits": 8,
|
| 4 |
+
"group_size": 64
|
| 5 |
+
}
|
| 6 |
+
}
|
q8/split_model.json
ADDED
|
@@ -0,0 +1,21 @@
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"format": "split",
|
| 3 |
+
"model_version": "2.3.0",
|
| 4 |
+
"components": [
|
| 5 |
+
"transformer",
|
| 6 |
+
"connector",
|
| 7 |
+
"vae_decoder",
|
| 8 |
+
"vae_encoder",
|
| 9 |
+
"audio_vae",
|
| 10 |
+
"vocoder",
|
| 11 |
+
"upsampler",
|
| 12 |
+
"spatial_upscaler_x2_v1_1",
|
| 13 |
+
"spatial_upscaler_x1_5_v1_0",
|
| 14 |
+
"temporal_upscaler_x2_v1_0"
|
| 15 |
+
],
|
| 16 |
+
"source": "Lightricks/LTX-2.3",
|
| 17 |
+
"variant": "distilled",
|
| 18 |
+
"quantized": true,
|
| 19 |
+
"quantization_bits": 8,
|
| 20 |
+
"quantization_group_size": 64
|
| 21 |
+
}
|
q8/transformer.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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|
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|
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|
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|
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version https://git-lfs.github.com/spec/v1
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q8/upsampler.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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q8/vae_decoder.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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|
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version https://git-lfs.github.com/spec/v1
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q8/vae_encoder.safetensors
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 637884283
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q8/vocoder.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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