Upload folder using huggingface_hub
Browse files- README.md +20 -0
- bigvgan_generator.safetensors +3 -0
- config.json +178 -0
- gpt.safetensors +3 -0
- model.safetensors +3 -0
- model.safetensors.index.json +0 -0
README.md
ADDED
|
@@ -0,0 +1,20 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: apache-2.0
|
| 3 |
+
pipeline_tag: text-to-speech
|
| 4 |
+
library_name: index-tts
|
| 5 |
+
tags:
|
| 6 |
+
- mlx
|
| 7 |
+
---
|
| 8 |
+
|
| 9 |
+
# mlx-community/IndexTTS
|
| 10 |
+
This model was converted to MLX format from [`IndexTeam/Index-TTS`](https://huggingface.co/IndexTeam/Index-TTS) using mlx-audio version **0.2.3**.
|
| 11 |
+
Refer to the [original model card](https://huggingface.co/IndexTeam/Index-TTS) for more details on the model.
|
| 12 |
+
## Use with mlx
|
| 13 |
+
|
| 14 |
+
```bash
|
| 15 |
+
pip install -U mlx-audio
|
| 16 |
+
```
|
| 17 |
+
|
| 18 |
+
```bash
|
| 19 |
+
python -m mlx_audio.tts.generate --model mlx-community/IndexTTS --text "Describe this image."
|
| 20 |
+
```
|
bigvgan_generator.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:84d41b095e801f1cf01a56feabe9e5381cc97792f43d9791a31b0bf83da2c136
|
| 3 |
+
size 524895512
|
config.json
ADDED
|
@@ -0,0 +1,178 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bigvgan": {
|
| 3 |
+
"adam_b1": 0.8,
|
| 4 |
+
"adam_b2": 0.99,
|
| 5 |
+
"lr_decay": 0.999998,
|
| 6 |
+
"seed": 1234,
|
| 7 |
+
"resblock": "1",
|
| 8 |
+
"upsample_rates": [
|
| 9 |
+
4,
|
| 10 |
+
4,
|
| 11 |
+
4,
|
| 12 |
+
4,
|
| 13 |
+
2,
|
| 14 |
+
2
|
| 15 |
+
],
|
| 16 |
+
"upsample_kernel_sizes": [
|
| 17 |
+
8,
|
| 18 |
+
8,
|
| 19 |
+
4,
|
| 20 |
+
4,
|
| 21 |
+
4,
|
| 22 |
+
4
|
| 23 |
+
],
|
| 24 |
+
"upsample_initial_channel": 1536,
|
| 25 |
+
"resblock_kernel_sizes": [
|
| 26 |
+
3,
|
| 27 |
+
7,
|
| 28 |
+
11
|
| 29 |
+
],
|
| 30 |
+
"resblock_dilation_sizes": [
|
| 31 |
+
[
|
| 32 |
+
1,
|
| 33 |
+
3,
|
| 34 |
+
5
|
| 35 |
+
],
|
| 36 |
+
[
|
| 37 |
+
1,
|
| 38 |
+
3,
|
| 39 |
+
5
|
| 40 |
+
],
|
| 41 |
+
[
|
| 42 |
+
1,
|
| 43 |
+
3,
|
| 44 |
+
5
|
| 45 |
+
]
|
| 46 |
+
],
|
| 47 |
+
"feat_upsample": false,
|
| 48 |
+
"speaker_embedding_dim": 512,
|
| 49 |
+
"cond_d_vector_in_each_upsampling_layer": true,
|
| 50 |
+
"gpt_dim": 1024,
|
| 51 |
+
"activation": "snakebeta",
|
| 52 |
+
"snake_logscale": true,
|
| 53 |
+
"use_cqtd_instead_of_mrd": true,
|
| 54 |
+
"cqtd_filters": 128,
|
| 55 |
+
"cqtd_max_filters": 1024,
|
| 56 |
+
"cqtd_filters_scale": 1,
|
| 57 |
+
"cqtd_dilations": [
|
| 58 |
+
1,
|
| 59 |
+
2,
|
| 60 |
+
4
|
| 61 |
+
],
|
| 62 |
+
"cqtd_hop_lengths": [
|
| 63 |
+
512,
|
| 64 |
+
256,
|
| 65 |
+
256
|
| 66 |
+
],
|
| 67 |
+
"cqtd_n_octaves": [
|
| 68 |
+
9,
|
| 69 |
+
9,
|
| 70 |
+
9
|
| 71 |
+
],
|
| 72 |
+
"cqtd_bins_per_octaves": [
|
| 73 |
+
24,
|
| 74 |
+
36,
|
| 75 |
+
48
|
| 76 |
+
],
|
| 77 |
+
"resolutions": [
|
| 78 |
+
[
|
| 79 |
+
1024,
|
| 80 |
+
120,
|
| 81 |
+
600
|
| 82 |
+
],
|
| 83 |
+
[
|
| 84 |
+
2048,
|
| 85 |
+
240,
|
| 86 |
+
1200
|
| 87 |
+
],
|
| 88 |
+
[
|
| 89 |
+
512,
|
| 90 |
+
50,
|
| 91 |
+
240
|
| 92 |
+
]
|
| 93 |
+
],
|
| 94 |
+
"mpd_reshapes": [
|
| 95 |
+
2,
|
| 96 |
+
3,
|
| 97 |
+
5,
|
| 98 |
+
7,
|
| 99 |
+
11
|
| 100 |
+
],
|
| 101 |
+
"use_spectral_norm": false,
|
| 102 |
+
"discriminator_channel_mult": 1,
|
| 103 |
+
"use_multiscale_melloss": true,
|
| 104 |
+
"lambda_melloss": 15,
|
| 105 |
+
"clip_grad_norm": 1000,
|
| 106 |
+
"segment_size": 16384,
|
| 107 |
+
"num_mels": 100,
|
| 108 |
+
"num_freq": 1025,
|
| 109 |
+
"n_fft": 1024,
|
| 110 |
+
"hop_size": 256,
|
| 111 |
+
"win_size": 1024,
|
| 112 |
+
"sampling_rate": 24000,
|
| 113 |
+
"fmin": 0,
|
| 114 |
+
"fmax": null,
|
| 115 |
+
"fmax_for_loss": null,
|
| 116 |
+
"mel_type": "pytorch",
|
| 117 |
+
"num_workers": 2,
|
| 118 |
+
"dist_config": {
|
| 119 |
+
"dist_backend": "nccl",
|
| 120 |
+
"dist_url": "tcp://localhost:54321",
|
| 121 |
+
"world_size": 1
|
| 122 |
+
}
|
| 123 |
+
},
|
| 124 |
+
"bigvgan_checkpoint": "bigvgan_generator.pth",
|
| 125 |
+
"dataset": {
|
| 126 |
+
"bpe_model": "checkpoints/bpe.model",
|
| 127 |
+
"sample_rate": 24000,
|
| 128 |
+
"squeeze": false,
|
| 129 |
+
"mel": {
|
| 130 |
+
"sample_rate": 24000,
|
| 131 |
+
"n_fft": 1024,
|
| 132 |
+
"hop_length": 256,
|
| 133 |
+
"win_length": 1024,
|
| 134 |
+
"n_mels": 100,
|
| 135 |
+
"mel_fmin": 0,
|
| 136 |
+
"normalize": false
|
| 137 |
+
}
|
| 138 |
+
},
|
| 139 |
+
"dvae_checkpoint": "dvae.pth",
|
| 140 |
+
"gpt": {
|
| 141 |
+
"model_dim": 1024,
|
| 142 |
+
"max_mel_tokens": 605,
|
| 143 |
+
"max_text_tokens": 402,
|
| 144 |
+
"heads": 16,
|
| 145 |
+
"use_mel_codes_as_input": true,
|
| 146 |
+
"mel_length_compression": 1024,
|
| 147 |
+
"layers": 20,
|
| 148 |
+
"number_text_tokens": 12000,
|
| 149 |
+
"number_mel_codes": 8194,
|
| 150 |
+
"start_mel_token": 8192,
|
| 151 |
+
"stop_mel_token": 8193,
|
| 152 |
+
"start_text_token": 0,
|
| 153 |
+
"stop_text_token": 1,
|
| 154 |
+
"train_solo_embeddings": false,
|
| 155 |
+
"condition_type": "conformer_perceiver",
|
| 156 |
+
"condition_module": {
|
| 157 |
+
"output_size": 512,
|
| 158 |
+
"linear_units": 2048,
|
| 159 |
+
"attention_heads": 8,
|
| 160 |
+
"num_blocks": 6,
|
| 161 |
+
"input_layer": "conv2d2",
|
| 162 |
+
"perceiver_mult": 2
|
| 163 |
+
}
|
| 164 |
+
},
|
| 165 |
+
"gpt_checkpoint": "gpt.pth",
|
| 166 |
+
"vqvae": {
|
| 167 |
+
"channels": 100,
|
| 168 |
+
"num_tokens": 8192,
|
| 169 |
+
"hidden_dim": 512,
|
| 170 |
+
"num_resnet_blocks": 3,
|
| 171 |
+
"codebook_dim": 512,
|
| 172 |
+
"num_layers": 2,
|
| 173 |
+
"positional_dims": 1,
|
| 174 |
+
"kernel_size": 3,
|
| 175 |
+
"smooth_l1_loss": true,
|
| 176 |
+
"use_transposed_convs": false
|
| 177 |
+
}
|
| 178 |
+
}
|
gpt.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b2921cef3d321d4759d6f85c0df42c1a55d84c6adc0a12637d8e7b2c424fa6bc
|
| 3 |
+
size 696434870
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1a4b1b52c4078878b010ba47224c93ed857261d59b9af38acca5e5c4744046ec
|
| 3 |
+
size 953746416
|
model.safetensors.index.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|