Instructions to use mlx-community/ACE-Step1.5-MLX with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use mlx-community/ACE-Step1.5-MLX with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] huggingface-cli download --local-dir ACE-Step1.5-MLX mlx-community/ACE-Step1.5-MLX
- Notebooks
- Google Colab
- Kaggle
- Local Apps
- LM Studio
Upload folder using huggingface_hub
Browse files- .gitattributes +1 -0
- Qwen3-Embedding-0.6B/config.json +60 -0
- Qwen3-Embedding-0.6B/merges.txt +0 -0
- Qwen3-Embedding-0.6B/model.safetensors +3 -0
- Qwen3-Embedding-0.6B/tokenizer.json +3 -0
- Qwen3-Embedding-0.6B/tokenizer_config.json +239 -0
- Qwen3-Embedding-0.6B/vocab.json +0 -0
- README.md +62 -0
- config.json +82 -0
- model.safetensors +3 -0
- silence_latent.npy +3 -0
- vae/config.json +24 -0
- vae/diffusion_pytorch_model.safetensors +3 -0
.gitattributes
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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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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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Qwen3-Embedding-0.6B/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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Qwen3-Embedding-0.6B/config.json
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{
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"architectures": [
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"Qwen3Model"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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"bos_token_id": 151643,
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"dtype": "bfloat16",
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"eos_token_id": 151643,
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"head_dim": 128,
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"hidden_act": "silu",
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"hidden_size": 1024,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"layer_types": [
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention"
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],
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"max_position_embeddings": 32768,
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"max_window_layers": 28,
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"model_type": "qwen3",
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"num_attention_heads": 16,
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"num_hidden_layers": 28,
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"num_key_value_heads": 8,
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"rms_norm_eps": 1e-06,
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"rope_scaling": null,
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"rope_theta": 1000000,
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"sliding_window": null,
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"tie_word_embeddings": true,
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"transformers_version": "4.57.0.dev0",
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"use_cache": true,
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"use_sliding_window": false,
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"vocab_size": 151669
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}
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Qwen3-Embedding-0.6B/merges.txt
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Qwen3-Embedding-0.6B/model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 2383139199
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Qwen3-Embedding-0.6B/tokenizer.json
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version https://git-lfs.github.com/spec/v1
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size 11423705
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Qwen3-Embedding-0.6B/tokenizer_config.json
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{
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"add_bos_token": false,
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| 3 |
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"add_prefix_space": false,
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"added_tokens_decoder": {
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"151643": {
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| 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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},
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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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"special": true
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| 20 |
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},
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| 21 |
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"151645": {
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| 22 |
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| 23 |
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| 24 |
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| 25 |
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| 28 |
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},
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| 29 |
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"151646": {
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| 30 |
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|
| 31 |
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| 32 |
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| 33 |
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| 76 |
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| 81 |
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| 84 |
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"151653": {
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| 126 |
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| 127 |
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| 129 |
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| 131 |
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|
| 132 |
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},
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| 133 |
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"151659": {
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| 134 |
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"content": "<|fim_prefix|>",
|
| 135 |
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|
| 136 |
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|
| 137 |
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|
| 138 |
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|
| 139 |
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|
| 140 |
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|
| 141 |
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|
| 142 |
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|
| 143 |
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|
| 144 |
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|
| 145 |
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|
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|
| 147 |
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|
| 166 |
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"content": "<|repo_name|>",
|
| 167 |
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"lstrip": false,
|
| 168 |
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"normalized": false,
|
| 169 |
+
"rstrip": false,
|
| 170 |
+
"single_word": false,
|
| 171 |
+
"special": false
|
| 172 |
+
},
|
| 173 |
+
"151664": {
|
| 174 |
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"content": "<|file_sep|>",
|
| 175 |
+
"lstrip": false,
|
| 176 |
+
"normalized": false,
|
| 177 |
+
"rstrip": false,
|
| 178 |
+
"single_word": false,
|
| 179 |
+
"special": false
|
| 180 |
+
},
|
| 181 |
+
"151665": {
|
| 182 |
+
"content": "<tool_response>",
|
| 183 |
+
"lstrip": false,
|
| 184 |
+
"normalized": false,
|
| 185 |
+
"rstrip": false,
|
| 186 |
+
"single_word": false,
|
| 187 |
+
"special": false
|
| 188 |
+
},
|
| 189 |
+
"151666": {
|
| 190 |
+
"content": "</tool_response>",
|
| 191 |
+
"lstrip": false,
|
| 192 |
+
"normalized": false,
|
| 193 |
+
"rstrip": false,
|
| 194 |
+
"single_word": false,
|
| 195 |
+
"special": false
|
| 196 |
+
},
|
| 197 |
+
"151667": {
|
| 198 |
+
"content": "<think>",
|
| 199 |
+
"lstrip": false,
|
| 200 |
+
"normalized": false,
|
| 201 |
+
"rstrip": false,
|
| 202 |
+
"single_word": false,
|
| 203 |
+
"special": false
|
| 204 |
+
},
|
| 205 |
+
"151668": {
|
| 206 |
+
"content": "</think>",
|
| 207 |
+
"lstrip": false,
|
| 208 |
+
"normalized": false,
|
| 209 |
+
"rstrip": false,
|
| 210 |
+
"single_word": false,
|
| 211 |
+
"special": false
|
| 212 |
+
}
|
| 213 |
+
},
|
| 214 |
+
"additional_special_tokens": [
|
| 215 |
+
"<|im_start|>",
|
| 216 |
+
"<|im_end|>",
|
| 217 |
+
"<|object_ref_start|>",
|
| 218 |
+
"<|object_ref_end|>",
|
| 219 |
+
"<|box_start|>",
|
| 220 |
+
"<|box_end|>",
|
| 221 |
+
"<|quad_start|>",
|
| 222 |
+
"<|quad_end|>",
|
| 223 |
+
"<|vision_start|>",
|
| 224 |
+
"<|vision_end|>",
|
| 225 |
+
"<|vision_pad|>",
|
| 226 |
+
"<|image_pad|>",
|
| 227 |
+
"<|video_pad|>"
|
| 228 |
+
],
|
| 229 |
+
"bos_token": null,
|
| 230 |
+
"clean_up_tokenization_spaces": false,
|
| 231 |
+
"eos_token": "<|im_end|>",
|
| 232 |
+
"errors": "replace",
|
| 233 |
+
"extra_special_tokens": {},
|
| 234 |
+
"model_max_length": 131072,
|
| 235 |
+
"pad_token": "<|endoftext|>",
|
| 236 |
+
"split_special_tokens": false,
|
| 237 |
+
"tokenizer_class": "Qwen2Tokenizer",
|
| 238 |
+
"unk_token": null
|
| 239 |
+
}
|
Qwen3-Embedding-0.6B/vocab.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
README.md
ADDED
|
@@ -0,0 +1,62 @@
|
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|
|
|
| 1 |
+
---
|
| 2 |
+
library_name: mlx
|
| 3 |
+
tags:
|
| 4 |
+
- mlx
|
| 5 |
+
- music-generation
|
| 6 |
+
- ace-step
|
| 7 |
+
- audio
|
| 8 |
+
- text-to-music
|
| 9 |
+
base_model: ACE-Step/ACE-Step1.5
|
| 10 |
+
---
|
| 11 |
+
|
| 12 |
+
# ACE-Step 1.5 MLX
|
| 13 |
+
|
| 14 |
+
MLX-converted weights for [ACE-Step/ACE-Step1.5](https://huggingface.co/ACE-Step/ACE-Step1.5), a 3.5B parameter flow-matching music generation model.
|
| 15 |
+
|
| 16 |
+
Converted using [mlx-audio](https://github.com/Blaizzy/mlx-audio).
|
| 17 |
+
|
| 18 |
+
## Features
|
| 19 |
+
|
| 20 |
+
- **Text-to-Music**: Generate music from text descriptions
|
| 21 |
+
- **Vocals Support**: Generate songs with lyrics in multiple languages
|
| 22 |
+
- **48kHz stereo** audio output
|
| 23 |
+
- Optimized for **Apple Silicon**
|
| 24 |
+
|
| 25 |
+
## Usage
|
| 26 |
+
|
| 27 |
+
```python
|
| 28 |
+
from mlx_audio.tts import load
|
| 29 |
+
|
| 30 |
+
model = load("mlx-community/ACE-Step1.5-MLX")
|
| 31 |
+
|
| 32 |
+
for result in model.generate(
|
| 33 |
+
text="upbeat electronic dance music with energetic synthesizers",
|
| 34 |
+
duration=30.0,
|
| 35 |
+
):
|
| 36 |
+
audio = result.audio # [samples, 2] stereo audio
|
| 37 |
+
sample_rate = result.sample_rate # 48000
|
| 38 |
+
```
|
| 39 |
+
|
| 40 |
+
## With Vocals
|
| 41 |
+
|
| 42 |
+
```python
|
| 43 |
+
for result in model.generate(
|
| 44 |
+
text="upbeat pop song with female vocals",
|
| 45 |
+
lyrics="""[verse]
|
| 46 |
+
Dance with me tonight
|
| 47 |
+
Under the neon lights
|
| 48 |
+
|
| 49 |
+
[chorus]
|
| 50 |
+
Move your body, feel the groove
|
| 51 |
+
""",
|
| 52 |
+
duration=60.0,
|
| 53 |
+
vocal_language="en",
|
| 54 |
+
):
|
| 55 |
+
...
|
| 56 |
+
```
|
| 57 |
+
|
| 58 |
+
See the [ACE-Step README](https://github.com/Blaizzy/mlx-audio/tree/main/mlx_audio/tts/models/ace_step) for full parameter documentation.
|
| 59 |
+
|
| 60 |
+
## Original Model
|
| 61 |
+
|
| 62 |
+
Refer to the [original model card](https://huggingface.co/ACE-Step/ACE-Step1.5) for more details.
|
config.json
ADDED
|
@@ -0,0 +1,82 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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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 |
+
"architectures": [
|
| 3 |
+
"AceStepConditionGenerationModel"
|
| 4 |
+
],
|
| 5 |
+
"attention_bias": false,
|
| 6 |
+
"attention_dropout": 0.0,
|
| 7 |
+
"audio_acoustic_hidden_dim": 64,
|
| 8 |
+
"auto_map": {
|
| 9 |
+
"AutoConfig": "configuration_acestep_v15.AceStepConfig",
|
| 10 |
+
"AutoModel": "modeling_acestep_v15_turbo.AceStepConditionGenerationModel"
|
| 11 |
+
},
|
| 12 |
+
"data_proportion": 0.5,
|
| 13 |
+
"dtype": "bfloat16",
|
| 14 |
+
"fsq_dim": 2048,
|
| 15 |
+
"fsq_input_levels": [
|
| 16 |
+
8,
|
| 17 |
+
8,
|
| 18 |
+
8,
|
| 19 |
+
5,
|
| 20 |
+
5,
|
| 21 |
+
5
|
| 22 |
+
],
|
| 23 |
+
"fsq_input_num_quantizers": 1,
|
| 24 |
+
"head_dim": 128,
|
| 25 |
+
"hidden_act": "silu",
|
| 26 |
+
"hidden_size": 2048,
|
| 27 |
+
"in_channels": 192,
|
| 28 |
+
"initializer_range": 0.02,
|
| 29 |
+
"intermediate_size": 6144,
|
| 30 |
+
"is_turbo": true,
|
| 31 |
+
"layer_types": [
|
| 32 |
+
"sliding_attention",
|
| 33 |
+
"full_attention",
|
| 34 |
+
"sliding_attention",
|
| 35 |
+
"full_attention",
|
| 36 |
+
"sliding_attention",
|
| 37 |
+
"full_attention",
|
| 38 |
+
"sliding_attention",
|
| 39 |
+
"full_attention",
|
| 40 |
+
"sliding_attention",
|
| 41 |
+
"full_attention",
|
| 42 |
+
"sliding_attention",
|
| 43 |
+
"full_attention",
|
| 44 |
+
"sliding_attention",
|
| 45 |
+
"full_attention",
|
| 46 |
+
"sliding_attention",
|
| 47 |
+
"full_attention",
|
| 48 |
+
"sliding_attention",
|
| 49 |
+
"full_attention",
|
| 50 |
+
"sliding_attention",
|
| 51 |
+
"full_attention",
|
| 52 |
+
"sliding_attention",
|
| 53 |
+
"full_attention",
|
| 54 |
+
"sliding_attention",
|
| 55 |
+
"full_attention"
|
| 56 |
+
],
|
| 57 |
+
"max_position_embeddings": 32768,
|
| 58 |
+
"model_type": "acestep",
|
| 59 |
+
"model_version": "turbo",
|
| 60 |
+
"num_attention_heads": 16,
|
| 61 |
+
"num_attention_pooler_hidden_layers": 2,
|
| 62 |
+
"num_audio_decoder_hidden_layers": 24,
|
| 63 |
+
"num_hidden_layers": 24,
|
| 64 |
+
"num_key_value_heads": 8,
|
| 65 |
+
"num_lyric_encoder_hidden_layers": 8,
|
| 66 |
+
"num_timbre_encoder_hidden_layers": 4,
|
| 67 |
+
"patch_size": 2,
|
| 68 |
+
"pool_window_size": 5,
|
| 69 |
+
"rms_norm_eps": 1e-06,
|
| 70 |
+
"rope_scaling": null,
|
| 71 |
+
"rope_theta": 1000000,
|
| 72 |
+
"sliding_window": 128,
|
| 73 |
+
"text_hidden_dim": 1024,
|
| 74 |
+
"timbre_fix_frame": 750,
|
| 75 |
+
"timbre_hidden_dim": 64,
|
| 76 |
+
"timestep_mu": -0.4,
|
| 77 |
+
"timestep_sigma": 1.0,
|
| 78 |
+
"transformers_version": "4.57.0.dev0",
|
| 79 |
+
"use_cache": true,
|
| 80 |
+
"use_sliding_window": true,
|
| 81 |
+
"vocab_size": 64003
|
| 82 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:855129c856f544c4e4e415cfa3496006ae12e6d40aee9f615e9b03097ab4abec
|
| 3 |
+
size 9575570070
|
silence_latent.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:9db4567c16ea0f603d0cd03ce8a4a89d22de914adeeefad0f3cf99a01083ef8f
|
| 3 |
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size 3840128
|
vae/config.json
ADDED
|
@@ -0,0 +1,24 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
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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": "0.34.0",
|
| 4 |
+
"_name_or_path": "/root/data/repo/gongjunmin/ACE-Step-1.5/checkpoints/vae/",
|
| 5 |
+
"audio_channels": 2,
|
| 6 |
+
"channel_multiples": [
|
| 7 |
+
1,
|
| 8 |
+
2,
|
| 9 |
+
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|
| 10 |
+
8,
|
| 11 |
+
16
|
| 12 |
+
],
|
| 13 |
+
"decoder_channels": 128,
|
| 14 |
+
"decoder_input_channels": 64,
|
| 15 |
+
"downsampling_ratios": [
|
| 16 |
+
2,
|
| 17 |
+
4,
|
| 18 |
+
4,
|
| 19 |
+
6,
|
| 20 |
+
10
|
| 21 |
+
],
|
| 22 |
+
"encoder_hidden_size": 128,
|
| 23 |
+
"sampling_rate": 48000
|
| 24 |
+
}
|
vae/diffusion_pytorch_model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 3 |
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size 674821537
|