Chanakan5591/typhoon-finance

TEXT GENERATIONPricing:Input $0.37 / Cached $0.074 / Output $0.38Concurrent Unit Cost:1Model Size:8BQuant:FP8Context Size:8kTool Calling:SupportedPublished:May 31, 2024License:apache-2.0Architecture:Transformer Open Weights Featherless Exclusive Cold

Chanakan5591/typhoon-finance is an 8 billion parameter Llama-based instruction-tuned language model developed by Chanakan5591, fine-tuned from scb10x/llama-3-typhoon-v1.5x-8b-instruct. This model was trained using Unsloth and Huggingface's TRL library, enabling faster training. It is designed for general language understanding and generation tasks, leveraging its Llama architecture for robust performance.

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Model Overview

Chanakan5591/typhoon-finance is an 8 billion parameter instruction-tuned language model, building upon the scb10x/llama-3-typhoon-v1.5x-8b-instruct base. Developed by Chanakan5591, this model leverages the Llama architecture and was fine-tuned for efficiency.

Key Training Details

  • Base Model: Fine-tuned from scb10x/llama-3-typhoon-v1.5x-8b-instruct.
  • Training Efficiency: The model was trained significantly faster using Unsloth and Huggingface's TRL library, indicating an optimized training process.
  • License: Distributed under the Apache-2.0 license.

Intended Use Cases

This model is suitable for a variety of natural language processing tasks, particularly those requiring instruction-following capabilities. Its Llama-based foundation suggests strong performance in areas such as:

  • Text generation
  • Question answering
  • Summarization
  • Conversational AI

Users looking for an 8B parameter model with an efficient training lineage may find this model particularly useful for applications where rapid deployment and robust language understanding are critical.