Spaces:
Running on Zero
Running on Zero
Add Respite API discovery metadata
Browse files
app.py
CHANGED
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@@ -1,9 +1,13 @@
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import os
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import tempfile
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import torch
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import torchaudio
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import gradio as gr
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import spaces
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from einops import rearrange
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from huggingface_hub import login
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from stable_audio_3 import StableAudioModel
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@@ -27,6 +31,89 @@ except Exception as e:
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print(f"Warning: ZeroGPU touch failed (running CPU-only): {e}")
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# Model cache
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MODEL_CACHE = {}
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@@ -81,6 +168,19 @@ def generate_audio(prompt, duration, steps, cfg_scale, seed, model_name):
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return output_path
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with gr.Blocks(title="Stable Audio 3 Small") as demo:
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gr.Markdown("# 🎵 Stable Audio 3 Small - Music & SFX Generation")
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gr.Markdown("Generate music and sound effects using Stability AI's Stable Audio 3 Small models. Runs on CPU.")
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@@ -127,4 +227,6 @@ with gr.Blocks(title="Stable Audio 3 Small") as demo:
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)
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-
demo.queue(max_size=4, default_concurrency_limit=1).launch(
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import os
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import platform
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import shutil
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import tempfile
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import torch
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import torchaudio
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import gradio as gr
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import spaces
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from fastapi import FastAPI
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from fastapi.responses import JSONResponse
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from einops import rearrange
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from huggingface_hub import login
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from stable_audio_3 import StableAudioModel
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print(f"Warning: ZeroGPU touch failed (running CPU-only): {e}")
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# API metadata
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API_RESOURCES = {
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"audio_generation": {
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"name": "Audio generation",
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"description": "Generate music or sound effects from a text prompt.",
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"endpoint": "/api/audio/generate",
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"method": "POST",
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"input": {
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"prompt": "string",
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"duration": "number (1-120 seconds)",
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"steps": "integer (1-50)",
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"cfg_scale": "number (0-10)",
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"seed": "integer (-1 for random)",
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"model": "small-music | small-sfx"
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},
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"output": "WAV audio file"
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}
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}
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def get_server_specs():
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storage = shutil.disk_usage(os.getcwd())
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return {
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"name": "Respite API",
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"version": "1.0.0",
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"description": "General-purpose AI API server with audio generation capabilities.",
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"base_path": "/api",
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"authentication": "none",
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"content_types": ["application/json", "audio/wav"],
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"resources_endpoint": "/api/resources",
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"specs_endpoint": "/api/specs",
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"runtime": {
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"platform": platform.platform(),
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"python_version": platform.python_version(),
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"cpu_cores": os.cpu_count(),
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"ram_bytes": _get_ram_bytes(),
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"storage_total_bytes": storage.total,
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"storage_used_bytes": storage.used,
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"storage_free_bytes": storage.free
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},
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"limits": {
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"max_concurrent_requests": 1,
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"max_queue_size": 4,
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"audio_max_duration_seconds": 120
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}
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}
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def _get_ram_bytes():
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try:
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with open("/proc/meminfo", "r", encoding="utf-8") as meminfo:
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for line in meminfo:
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if line.startswith("MemTotal:"):
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return int(line.split()[1]) * 1024
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except (FileNotFoundError, OSError, ValueError):
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pass
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return None
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API_SPECS = {
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"name": "Respite API",
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"version": "1.0.0",
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"description": "General-purpose AI API server with audio generation capabilities.",
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"base_path": "/api",
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"authentication": "none",
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"content_types": ["application/json", "audio/wav"],
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"resources_endpoint": "/api/resources",
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"specs_endpoint": "/api/specs",
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"limits": {
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"max_concurrent_requests": 1,
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"max_queue_size": 4,
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"audio_max_duration_seconds": 120
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}
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}
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def get_resources():
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return {"resources": API_RESOURCES}
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def get_specs():
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return {**API_SPECS, "runtime": get_server_specs()["runtime"]}
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# Model cache
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MODEL_CACHE = {}
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return output_path
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api = FastAPI(title=API_SPECS["name"], version=API_SPECS["version"])
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@api.get("/api/resources")
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def resources():
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return JSONResponse(get_resources())
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@api.get("/api/specs")
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def specs():
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return JSONResponse(get_specs())
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with gr.Blocks(title="Stable Audio 3 Small") as demo:
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gr.Markdown("# 🎵 Stable Audio 3 Small - Music & SFX Generation")
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gr.Markdown("Generate music and sound effects using Stability AI's Stable Audio 3 Small models. Runs on CPU.")
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)
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demo.queue(max_size=4, default_concurrency_limit=1).launch(
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app_kwargs={"app": api}
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)
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