Text-to-Video
Diffusers
Safetensors
LTX2Pipeline
image-to-video
video-generation
ltx-video
ltx-2.3
sulphur-2
Instructions to use CalamitousFelicitousness/LTX-2.3-Sulphur2-Base-Diffusers with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use CalamitousFelicitousness/LTX-2.3-Sulphur2-Base-Diffusers with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("CalamitousFelicitousness/LTX-2.3-Sulphur2-Base-Diffusers", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
Initial upload: sulphur2Base_v10 in LTX-2.3 Diffusers format
Browse files- .gitattributes +1 -0
- audio_vae/config.json +25 -0
- audio_vae/diffusion_pytorch_model.safetensors +3 -0
- connectors/config.json +25 -0
- connectors/diffusion_pytorch_model-00001-of-00002.safetensors +3 -0
- connectors/diffusion_pytorch_model-00002-of-00002.safetensors +3 -0
- connectors/diffusion_pytorch_model.safetensors.index.json +269 -0
- scheduler/scheduler_config.json +18 -0
- text_encoder/config.json +124 -0
- text_encoder/generation_config.json +11 -0
- text_encoder/model-00001-of-00005.safetensors +3 -0
- text_encoder/model-00002-of-00005.safetensors +3 -0
- text_encoder/model-00003-of-00005.safetensors +3 -0
- text_encoder/model-00004-of-00005.safetensors +3 -0
- text_encoder/model-00005-of-00005.safetensors +3 -0
- text_encoder/model.safetensors.index.json +0 -0
- tokenizer/chat_template.jinja +47 -0
- tokenizer/tokenizer.json +3 -0
- tokenizer/tokenizer_config.json +24 -0
- vae/config.json +93 -0
- vae/diffusion_pytorch_model.safetensors +3 -0
- vocoder/config.json +104 -0
- vocoder/diffusion_pytorch_model.safetensors +3 -0
.gitattributes
CHANGED
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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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tokenizer/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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audio_vae/config.json
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{
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"_class_name": "AutoencoderKLLTX2Audio",
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"_diffusers_version": "0.37.0.dev0",
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"attn_resolutions": null,
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"base_channels": 128,
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"causality_axis": "height",
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"double_z": true,
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"dropout": 0.0,
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"in_channels": 2,
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"is_causal": true,
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"latent_channels": 8,
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"mel_bins": 64,
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"mel_hop_length": 160,
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"mid_block_add_attention": false,
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"norm_type": "pixel",
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"num_res_blocks": 2,
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"output_channels": 2,
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"resolution": 256,
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"sample_rate": 16000
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}
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audio_vae/diffusion_pytorch_model.safetensors
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connectors/config.json
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{
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"_class_name": "LTX2TextConnectors",
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"_diffusers_version": "0.37.0.dev0",
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"audio_connector_attention_head_dim": 64,
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"audio_connector_num_attention_heads": 32,
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| 6 |
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"audio_connector_num_layers": 8,
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"audio_connector_num_learnable_registers": 128,
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"audio_gated_attn": true,
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"audio_hidden_dim": 2048,
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"caption_channels": 3840,
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"causal_temporal_positioning": false,
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"connector_rope_base_seq_len": 4096,
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"per_modality_projections": true,
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"proj_bias": true,
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"rope_double_precision": true,
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"rope_theta": 10000.0,
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"rope_type": "split",
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"text_proj_in_factor": 49,
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"video_connector_attention_head_dim": 128,
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"video_connector_num_attention_heads": 32,
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"video_connector_num_layers": 8,
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"video_connector_num_learnable_registers": 128,
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"video_gated_attn": true,
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"video_hidden_dim": 4096
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}
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connectors/diffusion_pytorch_model-00001-of-00002.safetensors
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size 4999998520
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connectors/diffusion_pytorch_model-00002-of-00002.safetensors
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size 1344490576
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connectors/diffusion_pytorch_model.safetensors.index.json
ADDED
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{
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"metadata": {
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},
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"weight_map": {
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|
| 269 |
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scheduler/scheduler_config.json
ADDED
|
@@ -0,0 +1,18 @@
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+
{
|
| 2 |
+
"_class_name": "FlowMatchEulerDiscreteScheduler",
|
| 3 |
+
"_diffusers_version": "0.37.0.dev0",
|
| 4 |
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"base_image_seq_len": 1024,
|
| 5 |
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"base_shift": 0.95,
|
| 6 |
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"invert_sigmas": false,
|
| 7 |
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"max_image_seq_len": 4096,
|
| 8 |
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"max_shift": 2.05,
|
| 9 |
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"num_train_timesteps": 1000,
|
| 10 |
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"shift": 1.0,
|
| 11 |
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"shift_terminal": 0.1,
|
| 12 |
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"stochastic_sampling": false,
|
| 13 |
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|
| 14 |
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|
| 15 |
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"use_dynamic_shifting": true,
|
| 16 |
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"use_exponential_sigmas": false,
|
| 17 |
+
"use_karras_sigmas": false
|
| 18 |
+
}
|
text_encoder/config.json
ADDED
|
@@ -0,0 +1,124 @@
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|
| 1 |
+
{
|
| 2 |
+
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|
| 3 |
+
"Gemma3ForConditionalGeneration"
|
| 4 |
+
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|
| 5 |
+
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|
| 6 |
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|
| 7 |
+
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|
| 8 |
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|
| 9 |
+
1,
|
| 10 |
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106
|
| 11 |
+
],
|
| 12 |
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|
| 13 |
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|
| 14 |
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|
| 15 |
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|
| 16 |
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|
| 17 |
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|
| 18 |
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|
| 19 |
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|
| 20 |
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|
| 21 |
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|
| 22 |
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|
| 23 |
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|
| 24 |
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|
| 25 |
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|
| 26 |
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|
| 27 |
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|
| 28 |
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|
| 29 |
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|
| 30 |
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|
| 31 |
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|
| 32 |
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|
| 33 |
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|
| 34 |
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|
| 35 |
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|
| 36 |
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|
| 37 |
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|
| 38 |
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|
| 39 |
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|
| 40 |
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|
| 41 |
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|
| 42 |
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|
| 43 |
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|
| 44 |
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|
| 45 |
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|
| 46 |
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|
| 47 |
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|
| 48 |
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|
| 49 |
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|
| 50 |
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|
| 51 |
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|
| 52 |
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| 53 |
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|
| 54 |
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|
| 55 |
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|
| 56 |
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|
| 57 |
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|
| 58 |
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|
| 59 |
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|
| 60 |
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|
| 61 |
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|
| 62 |
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|
| 63 |
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|
| 64 |
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|
| 65 |
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|
| 66 |
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|
| 67 |
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|
| 68 |
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|
| 69 |
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|
| 70 |
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|
| 71 |
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|
| 72 |
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|
| 73 |
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|
| 74 |
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|
| 76 |
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|
| 77 |
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|
| 78 |
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|
| 79 |
+
"full_attention"
|
| 80 |
+
],
|
| 81 |
+
"max_position_embeddings": 131072,
|
| 82 |
+
"model_type": "gemma3_text",
|
| 83 |
+
"num_attention_heads": 16,
|
| 84 |
+
"num_hidden_layers": 48,
|
| 85 |
+
"num_key_value_heads": 8,
|
| 86 |
+
"pad_token_id": 0,
|
| 87 |
+
"query_pre_attn_scalar": 256,
|
| 88 |
+
"rms_norm_eps": 1e-06,
|
| 89 |
+
"rope_parameters": {
|
| 90 |
+
"full_attention": {
|
| 91 |
+
"factor": 8.0,
|
| 92 |
+
"rope_theta": 1000000,
|
| 93 |
+
"rope_type": "linear"
|
| 94 |
+
},
|
| 95 |
+
"sliding_attention": {
|
| 96 |
+
"rope_theta": 10000,
|
| 97 |
+
"rope_type": "default"
|
| 98 |
+
}
|
| 99 |
+
},
|
| 100 |
+
"sliding_window": 1024,
|
| 101 |
+
"sliding_window_pattern": 6,
|
| 102 |
+
"tie_word_embeddings": true,
|
| 103 |
+
"use_bidirectional_attention": false,
|
| 104 |
+
"use_cache": true,
|
| 105 |
+
"vocab_size": 262208
|
| 106 |
+
},
|
| 107 |
+
"tie_word_embeddings": true,
|
| 108 |
+
"transformers_version": "5.3.0",
|
| 109 |
+
"vision_config": {
|
| 110 |
+
"attention_dropout": 0.0,
|
| 111 |
+
"dtype": "bfloat16",
|
| 112 |
+
"hidden_act": "gelu_pytorch_tanh",
|
| 113 |
+
"hidden_size": 1152,
|
| 114 |
+
"image_size": 896,
|
| 115 |
+
"intermediate_size": 4304,
|
| 116 |
+
"layer_norm_eps": 1e-06,
|
| 117 |
+
"model_type": "siglip_vision_model",
|
| 118 |
+
"num_attention_heads": 16,
|
| 119 |
+
"num_channels": 3,
|
| 120 |
+
"num_hidden_layers": 27,
|
| 121 |
+
"patch_size": 14,
|
| 122 |
+
"vision_use_head": false
|
| 123 |
+
}
|
| 124 |
+
}
|
text_encoder/generation_config.json
ADDED
|
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"cache_implementation": "hybrid",
|
| 3 |
+
"do_sample": true,
|
| 4 |
+
"eos_token_id": [
|
| 5 |
+
1,
|
| 6 |
+
106
|
| 7 |
+
],
|
| 8 |
+
"top_k": 64,
|
| 9 |
+
"top_p": 0.95,
|
| 10 |
+
"transformers_version": "5.3.0"
|
| 11 |
+
}
|
text_encoder/model-00001-of-00005.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:589aa3fa347646b2900edc2ef879caf7d5c85f9f5c1c1d46515913efc9e9cc72
|
| 3 |
+
size 4939493376
|
text_encoder/model-00002-of-00005.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2d7508676d373ec6ddcc6cf79c34cea66aa16e2a93c5dead546fd85a07b1e9fb
|
| 3 |
+
size 4931296608
|
text_encoder/model-00003-of-00005.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3f1d666658c3664f23a7cba92038ad9c82ca94e0b2447d09960b2ea393378a47
|
| 3 |
+
size 4931296672
|
text_encoder/model-00004-of-00005.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:727b51cc8ce5c7071bd1c4f4d801cb83b3320d9e0b38710dcb520bf7d6f66cc4
|
| 3 |
+
size 4931296672
|
text_encoder/model-00005-of-00005.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6a1f0327a2d973743d76748abddacd10640a2e31ec7bf4fab5f025f02b056f2a
|
| 3 |
+
size 4641409744
|
text_encoder/model.safetensors.index.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
tokenizer/chat_template.jinja
ADDED
|
@@ -0,0 +1,47 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{{ bos_token }}
|
| 2 |
+
{%- if messages[0]['role'] == 'system' -%}
|
| 3 |
+
{%- if messages[0]['content'] is string -%}
|
| 4 |
+
{%- set first_user_prefix = messages[0]['content'] + '
|
| 5 |
+
|
| 6 |
+
' -%}
|
| 7 |
+
{%- else -%}
|
| 8 |
+
{%- set first_user_prefix = messages[0]['content'][0]['text'] + '
|
| 9 |
+
|
| 10 |
+
' -%}
|
| 11 |
+
{%- endif -%}
|
| 12 |
+
{%- set loop_messages = messages[1:] -%}
|
| 13 |
+
{%- else -%}
|
| 14 |
+
{%- set first_user_prefix = "" -%}
|
| 15 |
+
{%- set loop_messages = messages -%}
|
| 16 |
+
{%- endif -%}
|
| 17 |
+
{%- for message in loop_messages -%}
|
| 18 |
+
{%- if (message['role'] == 'user') != (loop.index0 % 2 == 0) -%}
|
| 19 |
+
{{ raise_exception("Conversation roles must alternate user/assistant/user/assistant/...") }}
|
| 20 |
+
{%- endif -%}
|
| 21 |
+
{%- if (message['role'] == 'assistant') -%}
|
| 22 |
+
{%- set role = "model" -%}
|
| 23 |
+
{%- else -%}
|
| 24 |
+
{%- set role = message['role'] -%}
|
| 25 |
+
{%- endif -%}
|
| 26 |
+
{{ '<start_of_turn>' + role + '
|
| 27 |
+
' + (first_user_prefix if loop.first else "") }}
|
| 28 |
+
{%- if message['content'] is string -%}
|
| 29 |
+
{{ message['content'] | trim }}
|
| 30 |
+
{%- elif message['content'] is iterable -%}
|
| 31 |
+
{%- for item in message['content'] -%}
|
| 32 |
+
{%- if item['type'] == 'image' -%}
|
| 33 |
+
{{ '<start_of_image>' }}
|
| 34 |
+
{%- elif item['type'] == 'text' -%}
|
| 35 |
+
{{ item['text'] | trim }}
|
| 36 |
+
{%- endif -%}
|
| 37 |
+
{%- endfor -%}
|
| 38 |
+
{%- else -%}
|
| 39 |
+
{{ raise_exception("Invalid content type") }}
|
| 40 |
+
{%- endif -%}
|
| 41 |
+
{{ '<end_of_turn>
|
| 42 |
+
' }}
|
| 43 |
+
{%- endfor -%}
|
| 44 |
+
{%- if add_generation_prompt -%}
|
| 45 |
+
{{'<start_of_turn>model
|
| 46 |
+
'}}
|
| 47 |
+
{%- endif -%}
|
tokenizer/tokenizer.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a74aefb1dc1340a25f29ab8370384b9ed24b2d921d7749ece7bbcfcfdf00d497
|
| 3 |
+
size 33384443
|
tokenizer/tokenizer_config.json
ADDED
|
@@ -0,0 +1,24 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"backend": "tokenizers",
|
| 3 |
+
"boi_token": "<start_of_image>",
|
| 4 |
+
"bos_token": "<bos>",
|
| 5 |
+
"clean_up_tokenization_spaces": false,
|
| 6 |
+
"eoi_token": "<end_of_image>",
|
| 7 |
+
"eos_token": "<eos>",
|
| 8 |
+
"image_token": "<image_soft_token>",
|
| 9 |
+
"is_local": true,
|
| 10 |
+
"mask_token": "<mask>",
|
| 11 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 12 |
+
"model_specific_special_tokens": {
|
| 13 |
+
"boi_token": "<start_of_image>",
|
| 14 |
+
"eoi_token": "<end_of_image>",
|
| 15 |
+
"image_token": "<image_soft_token>"
|
| 16 |
+
},
|
| 17 |
+
"pad_token": "<pad>",
|
| 18 |
+
"processor_class": "Gemma3Processor",
|
| 19 |
+
"sp_model_kwargs": null,
|
| 20 |
+
"spaces_between_special_tokens": false,
|
| 21 |
+
"tokenizer_class": "GemmaTokenizer",
|
| 22 |
+
"unk_token": "<unk>",
|
| 23 |
+
"use_default_system_prompt": false
|
| 24 |
+
}
|
vae/config.json
ADDED
|
@@ -0,0 +1,93 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_class_name": "AutoencoderKLLTX2Video",
|
| 3 |
+
"_diffusers_version": "0.37.0.dev0",
|
| 4 |
+
"block_out_channels": [
|
| 5 |
+
256,
|
| 6 |
+
512,
|
| 7 |
+
1024,
|
| 8 |
+
1024
|
| 9 |
+
],
|
| 10 |
+
"decoder_block_out_channels": [
|
| 11 |
+
256,
|
| 12 |
+
512,
|
| 13 |
+
512,
|
| 14 |
+
1024
|
| 15 |
+
],
|
| 16 |
+
"decoder_causal": false,
|
| 17 |
+
"decoder_inject_noise": [
|
| 18 |
+
false,
|
| 19 |
+
false,
|
| 20 |
+
false,
|
| 21 |
+
false,
|
| 22 |
+
false
|
| 23 |
+
],
|
| 24 |
+
"decoder_layers_per_block": [
|
| 25 |
+
4,
|
| 26 |
+
6,
|
| 27 |
+
4,
|
| 28 |
+
2,
|
| 29 |
+
2
|
| 30 |
+
],
|
| 31 |
+
"decoder_spatial_padding_mode": "zeros",
|
| 32 |
+
"decoder_spatio_temporal_scaling": [
|
| 33 |
+
true,
|
| 34 |
+
true,
|
| 35 |
+
true,
|
| 36 |
+
true
|
| 37 |
+
],
|
| 38 |
+
"down_block_types": [
|
| 39 |
+
"LTX2VideoDownBlock3D",
|
| 40 |
+
"LTX2VideoDownBlock3D",
|
| 41 |
+
"LTX2VideoDownBlock3D",
|
| 42 |
+
"LTX2VideoDownBlock3D"
|
| 43 |
+
],
|
| 44 |
+
"downsample_type": [
|
| 45 |
+
"spatial",
|
| 46 |
+
"temporal",
|
| 47 |
+
"spatiotemporal",
|
| 48 |
+
"spatiotemporal"
|
| 49 |
+
],
|
| 50 |
+
"encoder_causal": true,
|
| 51 |
+
"encoder_spatial_padding_mode": "zeros",
|
| 52 |
+
"in_channels": 3,
|
| 53 |
+
"latent_channels": 128,
|
| 54 |
+
"layers_per_block": [
|
| 55 |
+
4,
|
| 56 |
+
6,
|
| 57 |
+
4,
|
| 58 |
+
2,
|
| 59 |
+
2
|
| 60 |
+
],
|
| 61 |
+
"out_channels": 3,
|
| 62 |
+
"patch_size": 4,
|
| 63 |
+
"patch_size_t": 1,
|
| 64 |
+
"resnet_norm_eps": 1e-06,
|
| 65 |
+
"scaling_factor": 1.0,
|
| 66 |
+
"spatial_compression_ratio": 32,
|
| 67 |
+
"spatio_temporal_scaling": [
|
| 68 |
+
true,
|
| 69 |
+
true,
|
| 70 |
+
true,
|
| 71 |
+
true
|
| 72 |
+
],
|
| 73 |
+
"temporal_compression_ratio": 8,
|
| 74 |
+
"timestep_conditioning": false,
|
| 75 |
+
"upsample_factor": [
|
| 76 |
+
2,
|
| 77 |
+
2,
|
| 78 |
+
1,
|
| 79 |
+
2
|
| 80 |
+
],
|
| 81 |
+
"upsample_residual": [
|
| 82 |
+
false,
|
| 83 |
+
false,
|
| 84 |
+
false,
|
| 85 |
+
false
|
| 86 |
+
],
|
| 87 |
+
"upsample_type": [
|
| 88 |
+
"spatiotemporal",
|
| 89 |
+
"spatiotemporal",
|
| 90 |
+
"temporal",
|
| 91 |
+
"spatial"
|
| 92 |
+
]
|
| 93 |
+
}
|
vae/diffusion_pytorch_model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:425f0dfa227dee5d0ff3d9720563370810409a439c302ca74f0f944057ce55c5
|
| 3 |
+
size 1452233194
|
vocoder/config.json
ADDED
|
@@ -0,0 +1,104 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
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|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_class_name": "LTX2VocoderWithBWE",
|
| 3 |
+
"_diffusers_version": "0.37.0.dev0",
|
| 4 |
+
"act_fn": "snakebeta",
|
| 5 |
+
"antialias": true,
|
| 6 |
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"antialias_kernel_size": 12,
|
| 7 |
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"antialias_ratio": 2,
|
| 8 |
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"bwe_act_fn": "snakebeta",
|
| 9 |
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"bwe_antialias": true,
|
| 10 |
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"bwe_antialias_kernel_size": 12,
|
| 11 |
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|
| 12 |
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"bwe_final_act_fn": null,
|
| 13 |
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"bwe_final_bias": false,
|
| 14 |
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"bwe_hidden_channels": 512,
|
| 15 |
+
"bwe_in_channels": 128,
|
| 16 |
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"bwe_leaky_relu_negative_slope": 0.1,
|
| 17 |
+
"bwe_out_channels": 2,
|
| 18 |
+
"bwe_resnet_dilations": [
|
| 19 |
+
[
|
| 20 |
+
1,
|
| 21 |
+
3,
|
| 22 |
+
5
|
| 23 |
+
],
|
| 24 |
+
[
|
| 25 |
+
1,
|
| 26 |
+
3,
|
| 27 |
+
5
|
| 28 |
+
],
|
| 29 |
+
[
|
| 30 |
+
1,
|
| 31 |
+
3,
|
| 32 |
+
5
|
| 33 |
+
]
|
| 34 |
+
],
|
| 35 |
+
"bwe_resnet_kernel_sizes": [
|
| 36 |
+
3,
|
| 37 |
+
7,
|
| 38 |
+
11
|
| 39 |
+
],
|
| 40 |
+
"bwe_upsample_factors": [
|
| 41 |
+
6,
|
| 42 |
+
5,
|
| 43 |
+
2,
|
| 44 |
+
2,
|
| 45 |
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2
|
| 46 |
+
],
|
| 47 |
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"bwe_upsample_kernel_sizes": [
|
| 48 |
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12,
|
| 49 |
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11,
|
| 50 |
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4,
|
| 51 |
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4,
|
| 52 |
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4
|
| 53 |
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],
|
| 54 |
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"filter_length": 512,
|
| 55 |
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"final_act_fn": null,
|
| 56 |
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"final_bias": false,
|
| 57 |
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"hidden_channels": 1536,
|
| 58 |
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"hop_length": 80,
|
| 59 |
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"in_channels": 128,
|
| 60 |
+
"input_sampling_rate": 16000,
|
| 61 |
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"leaky_relu_negative_slope": 0.1,
|
| 62 |
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"num_mel_channels": 64,
|
| 63 |
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"out_channels": 2,
|
| 64 |
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"output_sampling_rate": 48000,
|
| 65 |
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"resnet_dilations": [
|
| 66 |
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[
|
| 67 |
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1,
|
| 68 |
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3,
|
| 69 |
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5
|
| 70 |
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],
|
| 71 |
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[
|
| 72 |
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1,
|
| 73 |
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3,
|
| 74 |
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5
|
| 75 |
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],
|
| 76 |
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[
|
| 77 |
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1,
|
| 78 |
+
3,
|
| 79 |
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5
|
| 80 |
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]
|
| 81 |
+
],
|
| 82 |
+
"resnet_kernel_sizes": [
|
| 83 |
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3,
|
| 84 |
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|
| 85 |
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11
|
| 86 |
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],
|
| 87 |
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"upsample_factors": [
|
| 88 |
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|
| 89 |
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|
| 90 |
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|
| 91 |
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|
| 92 |
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|
| 93 |
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2
|
| 94 |
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],
|
| 95 |
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"upsample_kernel_sizes": [
|
| 96 |
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|
| 97 |
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|
| 98 |
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|
| 99 |
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|
| 100 |
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|
| 101 |
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|
| 102 |
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],
|
| 103 |
+
"window_length": 512
|
| 104 |
+
}
|
vocoder/diffusion_pytorch_model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c99dde145a982974bc4c39608b3b929f232f0126a55d8326a47ad54f486ae23c
|
| 3 |
+
size 258305056
|