nampdn-ai/tiny-codes · Datasets at Hugging Face
This synthetic dataset is a collection of 1.6 millions short and clear code snippets that can help LLM models learn how to reason with both natural and programming languages. The dataset …
Code Generation Model using LLMs | Aman Kharwal
May 27, 2024 · A code generation model is a type of artificial intelligence that can automatically generate source code based on a given input, which can be natural language instructions, …
LLM-powered function calling — get started! A simple example in Python
Jan 15, 2025 · This code snippet shows how we take user input, format it into messages for the LLM, and process the response to a function call — or to a request for clarification, in case the …
HenriMichael/Code-Generation-using-LLM - GitHub
This project implements a code generation model using Large Language Models (LLMs) to automatically generate Python code from prompts. It collects code snippets from GitHub, fine …
LLM Python Tutorial - Google Colab
We are using open source local models from HuggingFace. Some require you to login to a huggingface account and enter a HuggingFace API key to use them; for simplicity I have …
Using LLMs to Build A Code Generation Dataset - Medium
Jan 6, 2024 · In this article, you'll learn how to build a code generation dataset using Large Language Models (LLMs). This tutorial will guide you through scraping code data, cleaning it …
Advanced Code Generation With LLMs - Building a Synthetic Data ...
Apr 14, 2024 · Here’s a reminder of the six steps: (I) Identify: Determine your goal and the requirements needed to achieve it. Begin with an elaborate first prompt. (N) Narrate: Convert …
Building LLM Apps with Python: A Beginner's Guide - Toxigon
Dec 26, 2024 · There are a few key libraries that you'll need to get started with LLM apps in Python: Transformers: Developed by Hugging Face, this library provides pre-trained models …
Use any LLM with Just 8 Lines of Code - DEV Community
Aug 9, 2024 · With just 8 lines of Python code, you can start using a powerful Large Language Model (LLM) without diving into the complexities of training one from scratch. Let’s see how! …
StarCoder: A State-of-the-Art LLM for Code - Hugging Face
May 4, 2023 · We found that StarCoderBase outperforms existing open Code LLMs on popular programming benchmarks and matches or surpasses closed models such as code-cushman …