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 …
Fine-tuning a Code LLM on Custom Code on a single GPU
In this notebook, we’ll see show how you can fine-tune a code LLM on private code bases to enhance its contextual awareness and improve a model’s usefulness to your organization’s …
CodeGemma - an official Google release for code LLMs
Apr 9, 2024 · CodeGemma is a family of code-specialist LLM models by Google, based on the pre-trained 2B and 7B Gemma checkpoints. CodeGemma are further trained on an additional …
Code a simple RAG from scratch - Hugging Face
Oct 29, 2024 · In this example, we will write a simple Python implement of RAG. To run the models, we will use ollama, a command line tool that allows you to run models from Hugging …
Text generation - Hugging Face
Text generation is the most popular application for large language models (LLMs). A LLM is trained to generate the next word (token) given some initial text (prompt) along with its own …
CodePlan: Repository-level Coding using LLMs and Planning
Sep 21, 2023 · CodePlan synthesizes a multi-step chain of edits (plan), where each step results in a call to an LLM on a code location with context derived from the entire repository, previous …
Prompt engineering - Hugging Face
Prompt engineering or prompting, uses natural language to improve large language model (LLM) performance on a variety of tasks. A prompt can steer the model towards generating a desired …
The Big Benchmarks Collection - a open-llm-leaderboard Collection
Nov 18, 2024 · Note The 🤗 LLM-Perf Leaderboard 🏋️ aims to benchmark the performance (latency, throughput & memory) of Large Language Models (LLMs) with different hardwares, backends …
Creating a Coding Assistant with StarCoder - Hugging Face
May 9, 2023 · In this blog post, we’ll show how StarCoder can be fine-tuned for chat to create a personalised coding assistant! Dubbed StarChat, we’ll explore several technical details that …
WizardLMTeam/WizardCoder-15B-V1.0 · Hugging Face
News 🔥 Our WizardCoder-15B-v1.0 model achieves the 57.3 pass@1 on the HumanEval Benchmarks, which is 22.3 points higher than the SOTA open-source Code LLMs. 🔥 We …