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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
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---
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license: apache-2.0
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pipeline_tag: text-to-speech
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library_name: index-tts
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tags:
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- mlx
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---
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# mlx-community/IndexTTS
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This model was converted to MLX format from [`IndexTeam/Index-TTS`](https://huggingface.co/IndexTeam/Index-TTS) using mlx-audio version **0.2.3**.
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Refer to the [original model card](https://huggingface.co/IndexTeam/Index-TTS) for more details on the model.
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## Use with mlx
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```bash
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pip install -U mlx-audio
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```
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```bash
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python -m mlx_audio.tts.generate --model mlx-community/IndexTTS --text "Describe this image."
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```
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bigvgan_generator.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:84d41b095e801f1cf01a56feabe9e5381cc97792f43d9791a31b0bf83da2c136
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size 524895512
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config.json
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{
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"bigvgan": {
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"adam_b1": 0.8,
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"adam_b2": 0.99,
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"lr_decay": 0.999998,
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"seed": 1234,
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"resblock": "1",
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"upsample_rates": [
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4,
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4,
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4,
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4,
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2,
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2
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],
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"upsample_kernel_sizes": [
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8,
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8,
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4,
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4,
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4,
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4
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],
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"upsample_initial_channel": 1536,
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"resblock_kernel_sizes": [
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3,
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7,
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11
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],
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"resblock_dilation_sizes": [
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[
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1,
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3,
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],
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[
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1,
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3,
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5
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],
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[
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1,
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3,
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5
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]
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],
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"feat_upsample": false,
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"speaker_embedding_dim": 512,
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"cond_d_vector_in_each_upsampling_layer": true,
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"gpt_dim": 1024,
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"activation": "snakebeta",
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"snake_logscale": true,
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"use_cqtd_instead_of_mrd": true,
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"cqtd_filters": 128,
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"cqtd_max_filters": 1024,
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"cqtd_filters_scale": 1,
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"cqtd_dilations": [
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1,
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2,
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4
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],
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"cqtd_hop_lengths": [
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512,
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256,
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256
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],
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"cqtd_n_octaves": [
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9,
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],
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"cqtd_bins_per_octaves": [
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24,
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36,
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48
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],
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"resolutions": [
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[
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1024,
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120,
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600
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],
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[
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2048,
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240,
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1200
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],
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[
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512,
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50,
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240
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]
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],
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"mpd_reshapes": [
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2,
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],
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"use_spectral_norm": false,
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"discriminator_channel_mult": 1,
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"use_multiscale_melloss": true,
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"lambda_melloss": 15,
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"clip_grad_norm": 1000,
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"segment_size": 16384,
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"num_mels": 100,
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"num_freq": 1025,
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"n_fft": 1024,
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"hop_size": 256,
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"win_size": 1024,
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"sampling_rate": 24000,
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"fmin": 0,
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"fmax": null,
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"fmax_for_loss": null,
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"mel_type": "pytorch",
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"num_workers": 2,
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"dist_config": {
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"dist_backend": "nccl",
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"dist_url": "tcp://localhost:54321",
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"world_size": 1
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}
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},
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"bigvgan_checkpoint": "bigvgan_generator.pth",
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"dataset": {
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"bpe_model": "checkpoints/bpe.model",
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"sample_rate": 24000,
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"squeeze": false,
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"mel": {
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"sample_rate": 24000,
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"n_fft": 1024,
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"hop_length": 256,
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"win_length": 1024,
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"n_mels": 100,
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"mel_fmin": 0,
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"normalize": false
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}
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},
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"dvae_checkpoint": "dvae.pth",
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"gpt": {
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"model_dim": 1024,
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"max_mel_tokens": 605,
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"max_text_tokens": 402,
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"heads": 16,
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"use_mel_codes_as_input": true,
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"mel_length_compression": 1024,
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"layers": 20,
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"number_text_tokens": 12000,
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"number_mel_codes": 8194,
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"start_mel_token": 8192,
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"stop_mel_token": 8193,
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"start_text_token": 0,
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"stop_text_token": 1,
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"train_solo_embeddings": false,
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"condition_type": "conformer_perceiver",
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"condition_module": {
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"output_size": 512,
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"linear_units": 2048,
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"attention_heads": 8,
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"num_blocks": 6,
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"input_layer": "conv2d2",
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"perceiver_mult": 2
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}
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},
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"gpt_checkpoint": "gpt.pth",
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"vqvae": {
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"channels": 100,
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"num_tokens": 8192,
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"hidden_dim": 512,
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"num_resnet_blocks": 3,
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"codebook_dim": 512,
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"num_layers": 2,
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"positional_dims": 1,
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"kernel_size": 3,
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"smooth_l1_loss": true,
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"use_transposed_convs": false
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}
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}
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gpt.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:b2921cef3d321d4759d6f85c0df42c1a55d84c6adc0a12637d8e7b2c424fa6bc
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size 696434870
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:1a4b1b52c4078878b010ba47224c93ed857261d59b9af38acca5e5c4744046ec
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size 953746416
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model.safetensors.index.json
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