Instructions to use AEmotionStudio/sonicmaster-models with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use AEmotionStudio/sonicmaster-models with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("AEmotionStudio/sonicmaster-models", 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
Add SonicMaster bundled mirror (model + T5 + Oobleck VAE)
Browse files- README.md +18 -0
- sonicmaster/model.safetensors +3 -0
- sonicmaster/tangoflux_config.yaml +37 -0
- t5/config.json +28 -0
- t5/generation_config.json +7 -0
- t5/model.safetensors +3 -0
- t5/pytorch_model.bin +3 -0
- t5/special_tokens_map.json +107 -0
- t5/spiece.model +3 -0
- t5/tokenizer.json +0 -0
- t5/tokenizer_config.json +113 -0
- vae/config.json +23 -0
- vae/diffusion_pytorch_model.safetensors +3 -0
README.md
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# SonicMaster — bundled mirror
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Self-contained inference bundle for the MAESTRO desktop app.
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## Contents
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| 6 |
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- `sonicmaster/model.safetensors` — diffusion checkpoint (source: [amaai-lab/SonicMaster](https://huggingface.co/amaai-lab/SonicMaster))
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| 8 |
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- `sonicmaster/tangoflux_config.yaml` — model architecture config
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| 9 |
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- `t5/` — `google/flan-t5-large` text encoder + tokenizer (Apache-2.0)
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| 10 |
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- `vae/` — Oobleck VAE from `stabilityai/stable-audio-open-1.0`
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| 11 |
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## License
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| 14 |
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- SonicMaster: Apache-2.0
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- T5 (flan-t5-large): Apache-2.0
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- Stable Audio Open 1.0 VAE: Stability AI Community License (research-friendly)
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| 18 |
+
Paper: Melechovsky, Mehrish, Herremans. "SonicMaster: Towards Controllable All-in-One Music Restoration and Mastering." ICML 2026 (arXiv:2508.03448).
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sonicmaster/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:d6af20753f79824321b62a797780ff04ff277590804793f56bd83a2f3b7a5ed4
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size 3452039648
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sonicmaster/tangoflux_config.yaml
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# Absolute paths for different resources
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paths:
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train_file: "/mastering/FINAL_DATA2/trainset_pt.jsonl"
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val_file: "/mastering/FINAL_DATA2/valset_pt.jsonl"
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test_file: "/mastering/FINAL_DATA2/testset_pt.jsonl"
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infer_file: "/mastering/FINAL_DATA2/testset_pt.jsonl"
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| 8 |
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resume_from_checkpoint: ""
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output_dir: "outputs/"
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# Training-related parameters
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training:
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per_device_batch_size: 16
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learning_rate: 5e-4
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| 15 |
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gradient_accumulation_steps: 1
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num_train_epochs: 201
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num_warmup_steps: 1000
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| 18 |
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max_audio_duration: 30
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# Model and optimizer parameters,
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model:
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| 23 |
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num_layers: 6
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| 24 |
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num_single_layers: 18
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in_channels: 64
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| 26 |
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attention_head_dim: 128
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| 27 |
+
joint_attention_dim: 1024
|
| 28 |
+
num_attention_heads: 8
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| 29 |
+
audio_seq_len: 645
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| 30 |
+
max_duration: 30
|
| 31 |
+
uncondition: false
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| 32 |
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text_encoder_name: "google/flan-t5-large"
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| 33 |
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| 34 |
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t5/config.json
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{
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"architectures": [
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"T5ForConditionalGeneration"
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+
],
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| 5 |
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"d_ff": 2816,
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"d_kv": 64,
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"d_model": 1024,
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| 8 |
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"decoder_start_token_id": 0,
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| 9 |
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"dropout_rate": 0.1,
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| 10 |
+
"eos_token_id": 1,
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| 11 |
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"feed_forward_proj": "gated-gelu",
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| 12 |
+
"initializer_factor": 1.0,
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| 13 |
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"is_encoder_decoder": true,
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"layer_norm_epsilon": 1e-06,
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"model_type": "t5",
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| 16 |
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"n_positions": 512,
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| 17 |
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"num_decoder_layers": 24,
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"num_heads": 16,
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"num_layers": 24,
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"output_past": true,
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| 21 |
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"pad_token_id": 0,
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| 22 |
+
"relative_attention_max_distance": 128,
|
| 23 |
+
"relative_attention_num_buckets": 32,
|
| 24 |
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"tie_word_embeddings": false,
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| 25 |
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"transformers_version": "4.23.1",
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| 26 |
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"use_cache": true,
|
| 27 |
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"vocab_size": 32128
|
| 28 |
+
}
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t5/generation_config.json
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{
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"_from_model_config": true,
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"decoder_start_token_id": 0,
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"eos_token_id": 1,
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"pad_token_id": 0,
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"transformers_version": "4.27.0.dev0"
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}
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t5/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:a9dd06ce490f139af36e9eb77dd3758b4fd07a08a73d5a1abe5ff2591e2d388e
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size 3132668804
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t5/pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:93249e5f2b058ccddd0f4f5ef82aad80e262133eb103f1b42dc2da4b9bc97b36
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size 3132781861
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t5/special_tokens_map.json
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{
|
| 2 |
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"additional_special_tokens": [
|
| 3 |
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"<extra_id_0>",
|
| 4 |
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"<extra_id_1>",
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| 5 |
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"<extra_id_2>",
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"<extra_id_3>",
|
| 7 |
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"<extra_id_4>",
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"<extra_id_5>",
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"<extra_id_6>",
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"<extra_id_8>",
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"<extra_id_17>",
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"<extra_id_20>",
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"<extra_id_24>",
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| 34 |
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| 36 |
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|
| 38 |
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| 39 |
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"<extra_id_36>",
|
| 40 |
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"<extra_id_37>",
|
| 41 |
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|
| 42 |
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"<extra_id_39>",
|
| 43 |
+
"<extra_id_40>",
|
| 44 |
+
"<extra_id_41>",
|
| 45 |
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"<extra_id_42>",
|
| 46 |
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"<extra_id_43>",
|
| 47 |
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"<extra_id_44>",
|
| 48 |
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"<extra_id_45>",
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| 49 |
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"<extra_id_46>",
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| 50 |
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"<extra_id_47>",
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"<extra_id_48>",
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| 52 |
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"<extra_id_49>",
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"<extra_id_50>",
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"<extra_id_51>",
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| 55 |
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"<extra_id_52>",
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| 56 |
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"<extra_id_53>",
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| 57 |
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"<extra_id_54>",
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| 58 |
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"<extra_id_55>",
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| 59 |
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"<extra_id_56>",
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| 60 |
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"<extra_id_57>",
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| 61 |
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"<extra_id_58>",
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| 62 |
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"<extra_id_59>",
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| 63 |
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"<extra_id_60>",
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"<extra_id_61>",
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"<extra_id_62>",
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"<extra_id_63>",
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| 67 |
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"<extra_id_64>",
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"<extra_id_65>",
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| 69 |
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"<extra_id_66>",
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| 70 |
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"<extra_id_67>",
|
| 71 |
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"<extra_id_68>",
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| 72 |
+
"<extra_id_69>",
|
| 73 |
+
"<extra_id_70>",
|
| 74 |
+
"<extra_id_71>",
|
| 75 |
+
"<extra_id_72>",
|
| 76 |
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"<extra_id_73>",
|
| 77 |
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"<extra_id_74>",
|
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"<extra_id_75>",
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| 79 |
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"<extra_id_76>",
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| 80 |
+
"<extra_id_77>",
|
| 81 |
+
"<extra_id_78>",
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+
"<extra_id_79>",
|
| 83 |
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"<extra_id_80>",
|
| 84 |
+
"<extra_id_81>",
|
| 85 |
+
"<extra_id_82>",
|
| 86 |
+
"<extra_id_83>",
|
| 87 |
+
"<extra_id_84>",
|
| 88 |
+
"<extra_id_85>",
|
| 89 |
+
"<extra_id_86>",
|
| 90 |
+
"<extra_id_87>",
|
| 91 |
+
"<extra_id_88>",
|
| 92 |
+
"<extra_id_89>",
|
| 93 |
+
"<extra_id_90>",
|
| 94 |
+
"<extra_id_91>",
|
| 95 |
+
"<extra_id_92>",
|
| 96 |
+
"<extra_id_93>",
|
| 97 |
+
"<extra_id_94>",
|
| 98 |
+
"<extra_id_95>",
|
| 99 |
+
"<extra_id_96>",
|
| 100 |
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"<extra_id_97>",
|
| 101 |
+
"<extra_id_98>",
|
| 102 |
+
"<extra_id_99>"
|
| 103 |
+
],
|
| 104 |
+
"eos_token": "</s>",
|
| 105 |
+
"pad_token": "<pad>",
|
| 106 |
+
"unk_token": "<unk>"
|
| 107 |
+
}
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t5/spiece.model
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:d60acb128cf7b7f2536e8f38a5b18a05535c9e14c7a355904270e15b0945ea86
|
| 3 |
+
size 791656
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t5/tokenizer.json
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The diff for this file is too large to render.
See raw diff
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t5/tokenizer_config.json
ADDED
|
@@ -0,0 +1,113 @@
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| 1 |
+
{
|
| 2 |
+
"additional_special_tokens": [
|
| 3 |
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"<extra_id_0>",
|
| 4 |
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"<extra_id_1>",
|
| 5 |
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"<extra_id_2>",
|
| 6 |
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|
| 7 |
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| 8 |
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|
| 9 |
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| 10 |
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| 11 |
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|
| 12 |
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|
| 13 |
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|
| 14 |
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"<extra_id_11>",
|
| 15 |
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|
| 16 |
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| 17 |
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"<extra_id_14>",
|
| 18 |
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"<extra_id_15>",
|
| 19 |
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"<extra_id_16>",
|
| 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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"<extra_id_40>",
|
| 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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| 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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|
| 75 |
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|
| 76 |
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|
| 77 |
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|
| 78 |
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|
| 79 |
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|
| 80 |
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|
| 81 |
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|
| 82 |
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|
| 83 |
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|
| 84 |
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|
| 85 |
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|
| 86 |
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|
| 87 |
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|
| 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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|
| 94 |
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"<extra_id_91>",
|
| 95 |
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"<extra_id_92>",
|
| 96 |
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"<extra_id_93>",
|
| 97 |
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"<extra_id_94>",
|
| 98 |
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"<extra_id_95>",
|
| 99 |
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"<extra_id_96>",
|
| 100 |
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"<extra_id_97>",
|
| 101 |
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"<extra_id_98>",
|
| 102 |
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"<extra_id_99>"
|
| 103 |
+
],
|
| 104 |
+
"eos_token": "</s>",
|
| 105 |
+
"extra_ids": 100,
|
| 106 |
+
"model_max_length": 512,
|
| 107 |
+
"name_or_path": "google/t5-v1_1-large",
|
| 108 |
+
"pad_token": "<pad>",
|
| 109 |
+
"sp_model_kwargs": {},
|
| 110 |
+
"special_tokens_map_file": "/home/younes_huggingface_co/.cache/huggingface/hub/models--google--t5-v1_1-large/snapshots/314bc112b191ec17b625ba81438dc73d6c23659d/special_tokens_map.json",
|
| 111 |
+
"tokenizer_class": "T5Tokenizer",
|
| 112 |
+
"unk_token": "<unk>"
|
| 113 |
+
}
|
vae/config.json
ADDED
|
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
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|
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_class_name": "AutoencoderOobleck",
|
| 3 |
+
"_diffusers_version": "0.30.0.dev0",
|
| 4 |
+
"audio_channels": 2,
|
| 5 |
+
"channel_multiples": [
|
| 6 |
+
1,
|
| 7 |
+
2,
|
| 8 |
+
4,
|
| 9 |
+
8,
|
| 10 |
+
16
|
| 11 |
+
],
|
| 12 |
+
"decoder_channels": 128,
|
| 13 |
+
"decoder_input_channels": 64,
|
| 14 |
+
"downsampling_ratios": [
|
| 15 |
+
2,
|
| 16 |
+
4,
|
| 17 |
+
4,
|
| 18 |
+
8,
|
| 19 |
+
8
|
| 20 |
+
],
|
| 21 |
+
"encoder_hidden_size": 128,
|
| 22 |
+
"sampling_rate": 44100
|
| 23 |
+
}
|
vae/diffusion_pytorch_model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2131cdb52020b2473707465449d8bdb4f6cca61c93150a947baca02bc58ffd7b
|
| 3 |
+
size 624490240
|