Etherll/Mellum-4b-sft-rust is a large language model (LLM) fine-tuned specifically for Rust code Fill-in-the-Middle (FIM) tasks. It is built upon JetBrains/Mellum-4b-base model. This model has been fine-tuned on the Etherll/CodeFIM-Rust-Mellum dataset, which comprises approximately 57,000 Rust-specific FIM examples, to enhance its proficiency in completing Rust code snippets accurately and contextually. A GGUF version for CPU inference is also available: Etherll/Mellum-4b-sft-rust-GGUF. This model leverages the LLaMA-style architecture of Mellum-4b-base (4 billion parameters) and its extensive pre-training on over 4 trillion tokens. The fine-tuning process focused on adapting the model to the nuances of Rust syntax and common coding patterns for FIM tasks. Key Features: Specialized for Rust: Optimized for Fill-in-the-Middle tasks in Rust. Based on Mellum-4b-base: Benefits from JetBrains’ robust base model. Efficient: Suitable for both cloud and local deployment. IDE Integration Ready: Designed for use in developer tooling, and works particularly well with Continue.dev for an enhanced coding assistant experience. Dataset: Etherll/CodeFIM-Rust-Mellum Size: ~57,000…
Модальности:
Генерация текста
Области применения:
Генерация кода
Языки программирования:
Rust
Задача: Генерация текста
Автор: Etherll
Теги: gguf, rust, code, fill-in-the-middle, fim, llm, en, endpoints_compatible
Лайков: 4 | Загрузок: 226
Описание основано на материалах HuggingFace. Перевод выполнен автоматически.
