A simple installer for the MLX Flux Image Generator, optimized for Apple Silicon Macs.
curl -fsSL https://gist.githubusercontent.com/chilang/058369df8ddf6ec11e94b49cd685b9cd/raw/install.sh | bash
chilang
chilang
/ df_hyperparams.py
Created
May 25, 2020 17:08
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| hyperparams = { | |
| 'n_runners': 10, | |
| 'sample_size': 5, | |
| 'rounds': 100, | |
| 'combine': 'weighted', # or 'mean' | |
| 'partition_params': { | |
| 'scheme': 'uniform' # stratified, non-iidness, noise injection etc. | |
| }, | |
| 'runner_hyperparams': { | |
| 'epochs': 1, |
chilang
/ df_ttest.py
Created
May 25, 2020 17:09
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| ttest, pval = ttest_ind(local_mean_f1_scores, fed_avg_f1_scores) | |
| print("statistically significant:", pval < 0.05) | |
| print("p =", pval) |
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| /*! (C) The Hyperaudio Project. MIT @license: en.wikipedia.org/wiki/MIT_License. */ | |
| /*! Version 2.1.4 */ | |
| 'use strict'; | |
| var caption = function () { | |
| var cap = {}; | |
| function formatSeconds(seconds) { | |
| if (typeof seconds == 'number') { | |
| //console.log("seconds = "+seconds); |
chilang
/ static-asset-caching-plan.md
Created
February 6, 2026 22:45
Static Asset Caching Plan for Deployed Apps (Issue #2459)
User-deployed apps using the data-app-html-python template serve all static assets (CSS, JS, images, fonts) through the FastAPI/Uvicorn process running on Modal. Every request -- including repeat visits for the same unchanged styles.css -- travels from browser to Cloudflare edge to Modal container to Python to filesystem and back. This creates:
- Unnecessary latency: Static files go through the full Python middleware stack (~10x slower than native file serving)
- Cold start exposure: After 15 min idle, Modal scales to zero. The next visitor waits 1-3+ seconds for container boot, even for a CSS file
- Wasted compute cost: Modal bills per-second for container time. Serving static files through Python wastes expensive compute on file I/O
- Poor repeat-visit performance: No browser-side
Cache-Controlheaders means browsers revalidate every request
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