kairawal/Llama-3.2-3B-Instruct-PT-SynthDolly-r16alpha32-E1-S73
The kairawal/Llama-3.2-3B-Instruct-PT-SynthDolly-r16alpha32-E1-S73 is a 3.2 billion parameter instruction-tuned Llama model developed by kairawal. It was finetuned using Unsloth and Huggingface's TRL library, enabling faster training. This model is designed for general instruction-following tasks, leveraging its Llama architecture and efficient finetuning process. Its 32768 token context length supports processing longer inputs and generating comprehensive responses.
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Model Overview
The kairawal/Llama-3.2-3B-Instruct-PT-SynthDolly-r16alpha32-E1-S73 is a 3.2 billion parameter instruction-tuned language model. Developed by kairawal, this model is based on the Llama architecture and was finetuned from unsloth/llama-3.2-3b-Instruct.
Key Characteristics
- Efficient Finetuning: The model was trained using Unsloth and Huggingface's TRL library, which facilitated a 2x faster training process.
- Instruction-Tuned: It is designed to follow instructions effectively, making it suitable for a wide range of conversational and task-oriented applications.
- Context Length: Features a substantial context window of 32768 tokens, allowing it to handle and generate longer, more detailed texts while maintaining coherence.
Use Cases
This model is well-suited for applications requiring:
- General Instruction Following: Responding to prompts and performing tasks as directed.
- Conversational AI: Engaging in dialogue and generating human-like text.
- Text Generation: Creating various forms of content, from summaries to creative writing, benefiting from its large context window.