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Sponsored by
Vmake Labs Video Enhancer
Etherll / Mellum-4b-sft-rust-GGUF
Model's Last Updated: May 11 2025
text-generation
Introduction of Mellum-4b-sft-rust-GGUF
Model Details of Mellum-4b-sft-rust-GGUF
Etherll/Mellum-4b-sft-rust
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 .
Model Description
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.
Fine-tuning Data
-
Dataset:
Etherll/CodeFIM-Rust-Mellum - Size: ~57,000 rows
- Focus: Rust code Fill-in-the-Middle
FIM Format
This model is trained to recognize a specific format for Fill-in-the-Middle tasks. When providing input for FIM, please use the following structure:
<filename>{{{filename}}}
<fim_suffix>{{{suffix_code}}}<fim_prefix>{{{prefix_code}}}<fim_middle>
How to Use
With Continue.dev
For the best integrated development experience, it's highly recommended to use this model with Continue.dev .
Refer to the Continue.dev documentation for instructions on how to add custom LLMs.
GGUF Version
A GGUF version is available at Etherll/Mellum-4b-sft-rust-GGUF . This format is suitable for local inference on CPU (and GPU with appropriate llama.cpp/Ollama builds) using tools like:
Support & Community
If you need any help, have questions, or just want to chat, feel free to message me on Discord: etherl
Runs of Etherll Mellum-4b-sft-rust-GGUF on huggingface.co
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More Information About Mellum-4b-sft-rust-GGUF huggingface.co Model
Url of Mellum-4b-sft-rust-GGUF
Mellum-4b-sft-rust-GGUF huggingface.co Url
Provider of Mellum-4b-sft-rust-GGUF huggingface.co
Other API from Etherll
Updated:June 11 2025
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