| mkdir test-laya | |
| cd test-laya | |
| uv init | |
| uv add 'laya-coreml[demo]' | |
| hf download aac6fef/laya-multilingual-coreml-ane --local-dir models/snake | |
| uv run laya-coreml-snake --model models/snake |
Post: Getting 50 GB/s Back Out of the ANE (Eileen Yoon, 2026-08-10). This repo’s Bonsai 27B export is not on the notch. Use this note plus the profiler to check other chips (M1 Max, M3 Ultra, M4, M5, …) and to confirm ANEC has no 1 MiB KernelDMA-split flag.
Gist (same scripts): https://gist.github.com/Anemll/39f657dc48b402747bdd96458edd415f
| FROM ubuntu:24.04 | |
| ENV TLA_HOME=/opt/tla \ | |
| PATH=$PATH:/opt/tla | |
| RUN apt-get update && apt-get install -y \ | |
| default-jre \ | |
| curl \ | |
| && rm -rf /var/lib/apt/lists/* |
| """ | |
| The most atomic way to train and run inference for a GPT in pure, dependency-free Python. | |
| This file is the complete algorithm. | |
| Everything else is just efficiency. | |
| @karpathy | |
| """ | |
| import os # os.path.exists | |
| import math # math.log, math.exp |
It turns out that MacOS Tahoe can generate and use secure-enclave backed SSH keys! This replaces projects like https://github.com/maxgoedjen/secretive
There is a shared library /usr/lib/ssh-keychain.dylib that traditionally has been used to add smartcard support
to ssh by implementing PKCS11Provider interface. However since recently it also implements SecurityKeyProivder
which supports loading keys directly from the secure enclave! SecurityKeyProvider is what is normally used to talk to FIDO2 devices (e.g. libfido2 can be used to talk to your Yubikey). However you can now use it to talk to your Secure Enclave instead!
| package examples | |
| import ( | |
| "github.com/XANi/loremipsum" | |
| "github.com/go-chi/chi/v5" | |
| . "github.com/starfederation/datastar-dev/site/shared" | |
| datastar "github.com/starfederation/datastar/sdk/go" | |
| "math/rand/v2" | |
| "net/http" | |
| "time" |
| (ns dual-math | |
| (:refer-clojure :exclude [+ - * / abs max min sin cos tan asin acos atan exp log pow sqrt]) | |
| (:require [clojure.core :as core])) | |
| ;; == Part 1: Dual Number Definition and Helpers == | |
| (defrecord DualNumber [value deriv]) | |
| ;; Helper to check if something is a dual number | |
| (defn dual? [x] (instance? DualNumber x)) |
| #!/usr/bin/env python3 | |
| from flask import Flask, render_template_string | |
| app = Flask(__name__) | |
| @app.route('/') | |
| def dashboard(): | |
| return render_template_string(r''' | |
| <!DOCTYPE html> | |
| <html lang="en"> |
