mohamedawnallah

"""
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

mohamedawnallah

{"instruction":"What is the next step in making this?","response":"1. Prepare all ingredients\n2. Heat pan on medium-high heat\n3. Add oil\n4. Cook protein first until done\n5. Remove protein and set aside\n6. Add vegetables in order of cook time\n7. Return protein to pan\n8. Add sauce\n9. Toss until sauce thickens\n10. Serve immediately over rice","reasoning":"All prep must be done before heating pan. Pan must be very hot before adding oil. Protein cooked separately to avoid steaming. Vegetables added by cook time ensures even cooking.","rule_id":"RULE_PRECONDITIONS","task_domain":"cooking","reasoning_source":"EleutherAI\/gpt-neox-20b"}
{"instruction":"How do I make fruit salad?","response":"1. Wash and cut fruit\n2. Combine all ingredients in a bowl\n3. Toss until fruit is evenly coated\n4. Serve immediately","reasoning":"All prep must be done before combining. Fruit must be washed and cut before adding to bowl. Tossing ensures even coating.","rule_id":"RULE_PRECONDITIONS","task_domain":"cooking","reasoning

mohamedawnallah

#!/bin/bash

# LND Benchmark Script with Linux Namespaces and Temporary Storage
# Runs LND in isolated network, PID, and mount namespaces with ephemeral tmpfs storage

# Configuration
VERSION="${1:-$(git describe --tags --always --dirty 2>/dev/null || echo 'unknown')}"
ALIAS="${2:-default}"
LND_BIN="$(pwd)/lnd-debug-${VERSION}"
LNCLI_BIN="$(pwd)/lncli-debug-${VERSION}"

mohamedawnallah

get_coauthor() {
    local github_user="$1"
    if [[ -z "$github_user" ]]; then
        echo "Usage: get_coauthor <github_username>"
        echo "Example: get_coauthor mohamedawnallah"
        return 1
    fi

    # Normalize the input username.
    local normalized_input=$(echo "$github_user" | tr -d ' ' | tr '[:upper:]' '[:lower:]')

mohamedawnallah

// Copyright (c) 2025 The btcsuite developers
// Use of this source code is governed by an ISC
// license that can be found in the LICENSE file.

package wallet

import (
	"fmt"
	"testing"
	"time"

mohamedawnallah

{
  "ID": "cc885c6f-bb0a-4b46-8960-cff38aa91c88",
  "Containers": 0,
  "ContainersRunning": 0,
  "ContainersPaused": 0,
  "ContainersStopped": 0,
  "Images": 0,
  "Driver": "overlayfs",
  "DriverStatus": [
    [

mohamedawnallah

This is a common issue when building `grpcio-tools` on ARM64/aarch64 architecture. The compilation is failing during the C++ extension build process. Here are several solutions to try:

## Solution 1: Use Pre-compiled Wheels
First, try updating pip and using pre-compiled wheels instead of building from source:

```dockerfile
# Update your Dockerfile line 65 to:
RUN pip3 install --upgrade pip setuptools wheel && \
    pip3 install --only-binary=grpcio,grpcio-tools grpcio-tools mypy-protobuf
```

mohamedawnallah

sequenceDiagram
    participant User
    participant LND_A as LND Node A
    participant LND_B as LND Node B

    %% Initialization Phase
    User->>LND_A: UpdateChannelParams RPC
    LND_A->>LND_A: Status: Initialized
    LND_A->>LND_A: Validate parameters

mohamedawnallah

#!/bin/bash

# Test cases
commands=(
  "./run_pytest.sh test_suite 'tests/unit' ''"
  "./run_pytest.sh test_suite 'tests/unit' '--maxfail=3 -m slow -n 4'"
  "./run_pytest.sh test_suite 'tests/integration' '--maxfail=3 -m \"slow or flaky\" -n 4'"
  "./run_pytest.sh test_suite 'tests/unit' '--maxfail=3 -m 'slow or flaky and not unreliable' -n 4'"
  "./run_pytest.sh test_suite 'tests/unit' '--maxfail=3 -m slow -k test_function -n 4'"
  "./run_pytest.sh test_suite '' '--maxfail=3 -m nonexistent_marker'"

mohamedawnallah

dev@dev:~/side-header-loading-ab-testing-experiments/neutrino_playground$ ./script.sh
--- Benchmarking with memory limit: 16MB (16777216 bytes) ---
16777216
0
./script.sh: line 11:  6017 Killed                  timeout 300s sudo cgexec -g memory:neutrino_headers_import_mem_limiter /usr/local/go/bin/go run main.go 2> /dev/null
  App Exit Code: 137
  Total Time: .149283609 seconds
  Peak Memory Usage (from events.local:max): 1408 bytes
  OOM Events: 72
  OOM Kills: 2