am17an

#!/usr/bin/env python3
import argparse, json, sys, time
from urllib import request

PROMPTS = [
    {"name": "code_python",      "prompt": "Write a Python function that returns the n-th Fibonacci number using memoization. Include a docstring."},
    {"name": "code_cpp",         "prompt": "Write a C++ template function `clamp(x, lo, hi)` that returns x clamped to [lo, hi]. No std::clamp."},
    {"name": "explain_concept",  "prompt": "Explain how speculative decoding works in large language model inference, in three short paragraphs."},
    {"name": "summarize",        "prompt": "Summarize in two sentences: The Industrial Revolution began in Britain in the late 18th century, transforming manufacturing through mechanization, steam power, and the factory system. It spread to continental Europe and North America during the 19th century."},
    {"name": "qa_factual",       "prompt": "Q: What are the four fundamental forces of physics?\nA:"},

am17an

// ~/.pi/agent/extensions/llama-server.ts
// Pi extension for llama-server router integration
//
// Configure per-project via .pi/llama-server.json:
//   { "url": "http://10.0.0.5:9090" }
//
// Or globally via env: LLAMA_SERVER_URL=http://host:port
// Defaults to http://127.0.0.1:8080

import type { ExtensionAPI } from "@mariozechner/pi-coding-agent";

am17an

Model stats:
- Total parameters: 21B
- Active parameters per token: 3.6B
- Experts: 32 total, 4 active per layer
- Layers: 24
- Expert precision: 4-bit (0.5 bytes per parameter)
- Dense precision: BF16 (2 bytes per parameter)

1. Expert size:

am17an

#include "ggml.h"
#include "ggml-cpu.h"
#include <stdio.h>
#include <stdlib.h>
#include <math.h>
#include <string.h>
#include <algorithm>
#include <vector>

// Function to print a tensor in readable format

am17an

import os,json
import subprocess
from email.mime.text import MIMEText
from email.mime.multipart import MIMEMultipart
import smtplib
import sys
from datetime import datetime,timedelta
import time

#change this your email/password or any random email password. You have to enable less secure apps for this to work (i.e. send emails from your email) 

am17an

#kindly stolen from getjab.in
582 Adilabad
320 Agar
622 Agra
154 Ahmedabad
770 Ahmedabad Corporation
391 Ahmednagar
425 Aizawl East
426 Aizawl West
507 Ajmer

am17an

PVector[] stars;
float[] phase;

void setup() {
  size(600, 600, P3D);
  stars = new PVector[1000];
  phase = new float[1000];
  
  for(int i = 0 ; i < 1000; ++i) {
    stars[i] = new PVector(random(width), random(height));

am17an

void setup() {
  size(600, 600, P3D);

  smooth(8);
  hint(ENABLE_STROKE_PURE);
}

ArrayList<Ripple> ripples = new ArrayList<Ripple>();

// R is total radius of the thing

am17an

do {
  standInLine();
} while(!She.hasTime());

SpendEvening();

function SpendEvening(){
  if(goingToDance) {
    var chance = Math.random();
    if(chance < LEAVE_WITHOUT_ME) {

am17an

import peasy.*;

PeasyCam cam;

void setup() {
  size(600, 600, P3D);
  smooth(8);
  cam = new PeasyCam(this, 400);
}