NilanE/karasu-web-2
TEXT GENERATIONConcurrency Cost:1Model Size:1.1BQuant:BF16Ctx Length:2kLicense:apache-2.0Architecture:Transformer Open Weights Warm
NilanE/karasu-web-2 is a Llama-based model developed by NilanE, fine-tuned from lightblue/karasu-1.1B. This model was trained significantly faster using Unsloth and Huggingface's TRL library, indicating an optimization for efficient training. It is designed for general language tasks, leveraging its Llama architecture for broad applicability.
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Overview
NilanE/karasu-web-2 is a Llama-based language model developed by NilanE, building upon the lightblue/karasu-1.1B foundation. A key characteristic of this model is its optimized training process, which was achieved by utilizing Unsloth and Huggingface's TRL library. This combination allowed for a 2x faster training time, highlighting an emphasis on efficiency in model development.
Key Characteristics
- Base Model: Fine-tuned from lightblue/karasu-1.1B.
- Training Efficiency: Achieved 2x faster training using Unsloth and Huggingface's TRL library.
- Developer: NilanE.
- License: Released under the Apache-2.0 license.
Good For
- Developers seeking a Llama-based model with an efficient training lineage.
- Applications where rapid iteration and deployment of fine-tuned models are beneficial.
- General language understanding and generation tasks, leveraging the Llama architecture.