kairawal/Llama-3.1-8B-Instruct-HI-SynthDolly-r16alpha32-E8-S73
kairawal/Llama-3.1-8B-Instruct-HI-SynthDolly-r16alpha32-E8-S73 is an 8 billion parameter instruction-tuned language model developed by kairawal, fine-tuned from Meta-Llama-3.1-8B-Instruct. This model was trained using Unsloth and Huggingface's TRL library, enabling 2x faster training. It is designed for general instruction-following tasks, leveraging its Llama 3.1 architecture and a 32k context length.
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Model Overview
kairawal/Llama-3.1-8B-Instruct-HI-SynthDolly-r16alpha32-E8-S73 is an 8 billion parameter instruction-tuned language model, developed by kairawal. It is fine-tuned from the robust unsloth/Meta-Llama-3.1-8B-Instruct base model, inheriting its strong foundational capabilities and a 32,768 token context length.
Key Characteristics
- Base Model: Fine-tuned from Meta-Llama-3.1-8B-Instruct, providing a powerful and well-regarded architecture.
- Efficient Training: This model was trained with Unsloth and Huggingface's TRL library, which facilitated a 2x faster training process compared to standard methods.
- License: Distributed under the Apache-2.0 license, allowing for broad use and distribution.
Use Cases
This model is suitable for a variety of instruction-following applications, benefiting from its Llama 3.1 lineage and efficient fine-tuning. Developers looking for an 8B parameter model with a good balance of performance and training efficiency for general NLP tasks may find this model particularly useful.