sonktx/qwen3-4b-sqlvi-16bit
The sonktx/qwen3-4b-sqlvi-16bit is a 4 billion parameter Qwen3 model developed by sonktx, fine-tuned from unsloth/qwen3-4b-unsloth-bnb-4bit. This model was trained using Unsloth and Huggingface's TRL library, achieving 2x faster training. It is designed for general language tasks with a 32768 token context length, leveraging its efficient training methodology.
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Model Overview
The sonktx/qwen3-4b-sqlvi-16bit is a 4 billion parameter Qwen3 model, developed by sonktx. It was fine-tuned from the unsloth/qwen3-4b-unsloth-bnb-4bit base model, utilizing the Unsloth library in conjunction with Huggingface's TRL library.
Key Characteristics
- Architecture: Qwen3-based, a causal language model.
- Parameter Count: 4 billion parameters.
- Context Length: Supports a substantial context window of 32768 tokens.
- Training Efficiency: Notably, this model was trained approximately 2 times faster due to the integration of Unsloth's optimization techniques.
- License: Distributed under the Apache-2.0 license.
When to Use This Model
This model is suitable for applications requiring a capable 4B parameter language model, especially where training efficiency and a large context window are beneficial. Its fine-tuning process, accelerated by Unsloth, suggests it could be a strong candidate for tasks where rapid iteration or deployment of Qwen3-based models is desired.