Christian Stewart paralin

git clone https://github.com/ggml-org/llama.cpp
cd llama.cpp
HIPCXX="$(hipconfig -l)/clang" HIP_PATH="$(hipconfig -R)" \
    cmake -S . -B build -DGGML_HIP=ON -DAMDGPU_TARGETS=gfx1101 -DCMAKE_BUILD_TYPE=Release -DLLAMA_CURL=ON \
    && cmake --build build --config Release -- -j 21

# this is important

This document contains my simplified understanding of how this works.

it is by no means an exhaustive explanation and is meant to get the "vibe" of what's happening while glossing over implementation detail.

Ask deepseek R1 to think about something.
It thinks about it for a long time, spending $$$ on compute.
It eventually comes to a conclusion.
Take the question + the conclusion and generate a "thought trace" which is the "correct" version or the "shortest version" of the "thought process"

UI Component State Persistence Design

See a prototype: https://github.com/paralin/jotai-tree-state-prototype

Background

Modern web applications often contain complex UI hierarchies with stateful components like counters, panels, and nested layouts. Each component maintains its own state but needs to persist across page reloads and browser sessions. Additionally, these components may be dynamically nested within each other, creating a hierarchical

Classes:

MissingAPIKeyError: Inherits from ValueError. Represents an error when the API key is missing.
ExhaustedContextWindow: Inherits from Exception. Represents an error when the context window is exhausted.
Coder: The main class representing the Coder functionality.

Functions:

wrap_fence(name): Returns a tuple of opening and closing fence tags for the given name.
Coder.create(...): A class method to create an instance of the Coder class based on the provided parameters.
Coder.__init__(...): The constructor method for the Coder class, initializing various attributes.
Coder.show_announcements(): Displays announcement messages.

My approach to smaller Go wasm binaries:

protoc-gen-go-lite: Removes dependency on reflection, making your binaries lighter.
goweight: Analyze the size of your binaries. This is a fork with added wasm support.

goda: Use to find why something is imported by executing:

goda graph "reach(.:all, gonum.org/v1/gonum/mat)" | dot -Tsvg -o graph.svg

wasm-opt: Optimize wasm binaries for size with the command:

	import getWasmInterface from './get_wasm_interface.js'

	// usage
	const bytes = await fetch('mine.wasm').then(r => r.arrayBuffer())
	const m = await WebAssembly.compile(bytes)

	// imports is minimal stub (empty functions) and exports is a list of things it exports
	const { imports } = await getWasmInterface(m)

	// now I can inject my own functions

	{
	"neuronID": "fd764f8cc086705e",
	"neuron": {
	"id": "fd764f8cc086705e",
	"name": "Defy",
	"layers": [
	{
	"id": 0,
	"name": "L1"
	},

	#!env python3

	# buildroot-update-go.py
	# by: Christian Stewart <[email protected]>
	# license: MIT

	import json
	import sys
	import requests
	import re

	Copyright 2024 Christian Stewart <[email protected]>

	Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the “Software”), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

	The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

	THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH TH

	// Copyright 2019 Google LLC.
	// SPDX-License-Identifier: Apache-2.0

	// Basic p(r)olyfill for proposed feature

	// This defines no successor of empty arrays, so the range for prefix
	// [] or [[],[]] has no upper bound.
	// An alternate definition would preclude adding additional nesting,
	// so the range for prefix [] would have upper bound [[]] and the
	// range for prefix [[], []] would have upper bound [[], [[]]].