AI Dev Tool: Show HN Llmspeed

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Preview Code

```python
# AI Dev Tool: LLM Speed CLI Automation Tool
# ============================================
# This tool allows users to test the speed of a local Large Language Model (LLM)
# before purchasing hardware. It utilizes the Hono Cloudflare Workers D1 Starter
# and AGENTS.md AI-Native SaaS Template for efficient performance.

import argparse
import time
import torch
from transformers import AutoModelForCausalLM, AutoTokenizer

def test_llm_speed(model_name: str, num_iterations: int) -> float:
    """
    Test the speed of a local LLM by running a series of iterations.

    Args:
    - model_name (str): The name of the LLM model to test.
    - num_iterations (int): The number of iterations to run.

    Returns:
    - float: The average time taken per iteration.
    """
    # Load the LLM model and tokenizer
    model = AutoModelForCausalLM.from_pretrained(model_name)
# ... full runnable version includes tests & documentation