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Introducing AISAK-O

Community Article Published September 8, 2024
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mandela kori logan's avatar
mandelakori mandela kori logan

We are excited to introduce AISAK-O, an advancement in multimodal artificial intelligence. AISAK-O, which stands for Artificially Intelligent Swiss Army Knife OPTIMUM, is set to advance how we process and generate both textual and visual content. With a powerful parameter count of 8 billion, and a context length of 32k tokens, this model delivers performance and efficiency that compete with even the most prominent AI systems, all while being cost-effective.

Key Features

  • Versatility: AISAK-O excels in processing both textual and visual data, making it an exceptionally versatile tool for a variety of applications.
  • Performance: Despite its compact size, AISAK-O’s performance rivals that of larger models, ensuring both efficiency and value. It boasts impressive scores of 82.0 on VQA v2, 79.3 on MMBench, and 56.1 on MMMU (Eval), surpassing GPT-4V in certain benchmarks.
  • Capabilities: The model excels in tasks such as image captioning, visual reasoning, humorous interpretation, location identification, and generating cohesive content.

Sophisticated Architecture

Engineered for in-depth analysis of textual and visual data, AISAK-O is ideal for:

  • Generating detailed, contextually relevant captions
  • Understanding complex visual data
  • Enhancing creative content
  • Recognizing locations from images
  • Producing integrated content that merges text and visual
  • Processing live visual input

AISAK-O’s architecture ensures high accuracy and contextual relevance in multimodal tasks. It seamlessly blends text and imagery, though it scores slightly lower than GPT-4V on VQA v2 (82.0 vs. 84.4) but surpasses it on MMBench (79.3 vs. 78.1) and MMMU (Eval) (56.1 vs. 52.4).

Model VQA v2 MMBench MMMU (Eval)
AISAK-O 82.0 79.3 56.1
GPT-4V 84.4 78.1 52.4

Commitment to Fairness

Our team is committed to addressing potential biases in AISAK-O. We encourage users to apply the model responsibly, especially in sensitive contexts, to promote fair and accurate use of its capabilities.

Applications

AISAK-O provides valuable applications across various fields:

  • Automated content creation
  • Accessibility tools
  • Multimedia enhancements
  • Robotics and autonomous systems
  • Marketing and educational content
  • Entertainment

Built on an efficient architecture with 8 billion parameters and trained on a diverse dataset, AISAK-O ensures robust performance across a range of inputs, often surpassing more resource-intensive models.

Looking Ahead

The AISAK team is focused on refining AISAK-O’s capabilities, expanding its applications, and mitigating biases. We are exploring new use cases and partnerships to maximize its impact.

Beta Testing Opportunity

For the first time ever, we are offering users exclusive access to beta testing inference code for AISAK-O. This new feature sets AISAK-O apart from previous models, providing a unique opportunity to experiment with and evaluate the model’s capabilities before its full release. This initiative allows you to directly interact with AISAK-O's advanced functionalities and contribute to its refinement by providing valuable feedback.

# please select 1 ≥ photo(s)
pip install aisak==2.2.1
pip3 install --no-cache-dir git+https://github.com/huggingface/transformers@19e6e80e10118f855137b90740936c0b11ac397f 
import aisak

For more details or to explore partnership opportunities, please contact the AISAK team at mandelakorilogan@gmail.com.

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