kairawal/Llama-3.1-8B-Instruct-HI-SynthDolly-r16alpha32-E1-S73
kairawal/Llama-3.1-8B-Instruct-HI-SynthDolly-r16alpha32-E1-S73 is an 8 billion parameter Llama-3.1-Instruct model developed by kairawal. This model was fine-tuned using Unsloth and Huggingface's TRL library, enabling 2x faster training. It is designed for instruction-following tasks, leveraging its Llama-3.1 architecture for general-purpose applications.
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Model Overview
kairawal/Llama-3.1-8B-Instruct-HI-SynthDolly-r16alpha32-E1-S73 is an 8 billion parameter instruction-tuned language model. Developed by kairawal, this model is a fine-tuned variant of the unsloth/Meta-Llama-3.1-8B-Instruct base model, leveraging the Llama-3.1 architecture.
Key Characteristics
- Base Model: Fine-tuned from Meta's Llama-3.1-8B-Instruct.
- Training Efficiency: Utilizes Unsloth and Huggingface's TRL library for a reported 2x faster training process.
- Context Length: Supports a context window of 32768 tokens.
- License: Distributed under the Apache-2.0 license.
Intended Use Cases
This model is suitable for a wide range of instruction-following tasks, benefiting from its Llama-3.1 foundation and efficient fine-tuning. Developers can integrate it into applications requiring robust language understanding and generation capabilities, particularly where the Llama-3.1 instruction format is beneficial.