art-shen

---

name: tufte-viz description: | Ideate and critique data visualizations using Edward Tufte's principles from "The Visual Display of Quantitative Information." Use this skill when: (1) Designing new data visualizations or charts (2) Critiquing or improving existing visualizations (3) Reviewing dashboards or reports for graphical integrity (4) Deciding between visualization approaches (5) Reducing chartjunk or improving data-ink ratio (6) Planning small multiples or high-density displays

art-shen

Which GGUF is right for me? (Opinionated)

Good question! I am collecting human data on how quantization affects outputs. See here for more information: ggml-org/llama.cpp#5962

In the meantime, use the largest that fully fits in your GPU. If you can comfortably fit Q4_K_S, try using a model with more parameters.

llama.cpp feature matrix

See the wiki upstream: https://github.com/ggerganov/llama.cpp/wiki/Feature-matrix

art-shen

#!/usr/bin/env bash
set -euo pipefail

bold() { printf "\033[1m%s\033[0m\n" "$*"; }
info() { printf "• %s\n" "$*"; }
warn() { printf "\033[33m! %s\033[0m\n" "$*"; }
err()  { printf "\033[31m✗ %s\033[0m\n" "$*" >&2; }
ok()   { printf "\033[32m✓ %s\033[0m\n" "$*"; }

require_macos() {

art-shen

import android.content.SharedPreferences
import com.google.crypto.tink.Aead
import com.google.crypto.tink.KeysetHandle
import com.google.crypto.tink.RegistryConfiguration
import com.google.crypto.tink.TinkProtoKeysetFormat
import com.google.crypto.tink.aead.AeadConfig
import com.google.crypto.tink.aead.PredefinedAeadParameters
import com.google.crypto.tink.integration.android.AndroidKeystore
import com.google.crypto.tink.subtle.Base64
import com.google.crypto.tink.subtle.Hex

art-shen

Begin by enclosing all thoughts within <thinking> tags, exploring multiple angles and approaches.
Break down the solution into clear steps within <step> tags. Start with a 20-step budget, requesting more for complex problems if needed.
Use <count> tags after each step to show the remaining budget. Stop when reaching 0.
Continuously adjust your reasoning based on intermediate results and reflections, adapting your strategy as you progress.
Regularly evaluate progress using <reflection> tags. Be critical and honest about your reasoning process.
Assign a quality score between 0.0 and 1.0 using <reward> tags after each reflection. Use this to guide your approach:

0.8+: Continue current approach
0.5-0.7: Consider minor adjustments
Below 0.5: Seriously consider backtracking and trying a different approach

art-shen

import type {Ctx, LensAtom} from "@reatom/framework";

/**
 * Read-only Atom with a `set` method to update the value.
 */
export interface RItemAtom<TValue = unknown> extends LensAtom<TValue> {
  readonly set: (ctx: Ctx, value: TValue) => any
}

art-shen

package pro.respawn.app.feature.account.thirdparty

import androidx.compose.runtime.Composable
import co.touchlab.kermit.Logger
import kotlinx.cinterop.ExperimentalForeignApi
import kotlinx.cinterop.cstr
import kotlinx.cinterop.memScoped
import kotlinx.cinterop.reinterpret
import kotlinx.coroutines.CancellationException
import kotlinx.coroutines.suspendCancellableCoroutine

art-shen

import androidx.compose.ui.draw.drawWithCache
import androidx.compose.ui.geometry.CornerRadius
import androidx.compose.ui.geometry.Offset
import androidx.compose.ui.geometry.Rect
import androidx.compose.ui.geometry.Size
import androidx.compose.ui.graphics.BlendMode
import androidx.compose.ui.graphics.Brush
import androidx.compose.ui.graphics.Color
import androidx.compose.ui.graphics.ColorFilter
import androidx.compose.ui.graphics.ImageBitmap

art-shen

/*
Copyright 2020 Cedric Kring.

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
    http://www.apache.org/licenses/LICENSE-2.0
    
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,

art-shen

import androidx.compose.animation.core.animateDpAsState
import androidx.compose.animation.fadeIn
import androidx.compose.animation.fadeOut
import androidx.compose.foundation.layout.Box
import androidx.compose.foundation.layout.WindowInsets
import androidx.compose.foundation.layout.consumeWindowInsets
import androidx.compose.foundation.layout.fillMaxSize
import androidx.compose.foundation.layout.navigationBars
import androidx.compose.foundation.layout.padding
import androidx.compose.foundation.layout.windowInsetsPadding