Instructions to use emb1ter/ACE-Step-v1.5-5Hz-LM-4B-ONNX-WebGPU with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers.js
How to use emb1ter/ACE-Step-v1.5-5Hz-LM-4B-ONNX-WebGPU with Transformers.js:
// npm i @huggingface/transformers import { pipeline } from '@huggingface/transformers'; // Allocate pipeline const pipe = await pipeline('text-to-audio', 'emb1ter/ACE-Step-v1.5-5Hz-LM-4B-ONNX-WebGPU');
| { | |
| "source_checkpoint": "services/ace-step/.runtime/ACE-Step-1.5/checkpoints/acestep-5Hz-lm-4B", | |
| "template_graph": "local-music-js-library/experiments/ace-step-webgpu/exports/planner-fp16-template/onnx/model_fp16.onnx", | |
| "vocab_size": 217204, | |
| "hidden_size": 2560, | |
| "layers": 36, | |
| "precision": "float16", | |
| "source_precision": "bfloat16", | |
| "residual_scale": 0.00390625, | |
| "residual_scale_patch": { | |
| "scaled_embedding": true, | |
| "scaled_attention_output_projections": 36, | |
| "scaled_mlp_output_projections": 36, | |
| "scaled_residual_norm_epsilons": 73 | |
| }, | |
| "first_step_parity": { | |
| "prompt": "30-second vocal workflow", | |
| "top_k": 20, | |
| "conditional_overlap": 0.6, | |
| "unconditional_overlap": 0.85, | |
| "cfg_overlap": 0.5, | |
| "conditional_correlation": 0.9939419820191567, | |
| "unconditional_correlation": 0.9905902297388016, | |
| "cfg_correlation": 0.9908730327519681 | |
| }, | |
| "cached_step_smoke": { | |
| "steps": 150, | |
| "all_logits_finite": true, | |
| "unique_codes": 142, | |
| "transitions": 149, | |
| "longest_identical_run": 1, | |
| "dominant_code_count": 2 | |
| }, | |
| "external_data_files": [ | |
| { | |
| "name": "model_fp16.onnx_data", | |
| "bytes": 1880166400 | |
| }, | |
| { | |
| "name": "model_fp16.onnx_data_1", | |
| "bytes": 1887436800 | |
| }, | |
| { | |
| "name": "model_fp16.onnx_data_2", | |
| "bytes": 1848115200 | |
| }, | |
| { | |
| "name": "model_fp16.onnx_data_3", | |
| "bytes": 1866465280 | |
| }, | |
| { | |
| "name": "model_fp16.onnx_data_4", | |
| "bytes": 907018240 | |
| } | |
| ] | |
| } | |