kairawal/Llama-3.2-3B-Instruct-DA-SynthDolly-1A-E3
TEXT GENERATIONConcurrency Cost:1Model Size:3.2BQuant:BF16Ctx Length:32kPublished:Apr 9, 2026License:apache-2.0Architecture:Transformer Open Weights Cold
The kairawal/Llama-3.2-3B-Instruct-DA-SynthDolly-1A-E3 is a 3.2 billion parameter instruction-tuned Llama model, developed by kairawal. This model was fine-tuned using Unsloth and Huggingface's TRL library, enabling 2x faster training. It is designed for general instruction-following tasks, leveraging its efficient training methodology for practical applications.
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Model Overview
The kairawal/Llama-3.2-3B-Instruct-DA-SynthDolly-1A-E3 is a 3.2 billion parameter instruction-tuned language model. It is based on the Llama architecture and was developed by kairawal.
Key Characteristics
- Efficient Fine-tuning: This model was fine-tuned using Unsloth and Huggingface's TRL library, which enabled a 2x faster training process compared to standard methods.
- Instruction-Tuned: Designed to follow instructions effectively, making it suitable for a variety of conversational and task-oriented applications.
- Apache-2.0 License: The model is released under the permissive Apache-2.0 license, allowing for broad use and distribution.
Good For
- General Instruction Following: Excels at understanding and executing user instructions.
- Resource-Efficient Deployment: Its 3.2 billion parameter size makes it suitable for applications where computational resources are a consideration, while still offering strong performance due to efficient training.
- Rapid Prototyping: The use of Unsloth for faster training suggests it could be a good base for further fine-tuning or experimentation.