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Company Updates & Technology Articles
July 21, 2023
How to Fine-Tune Llama 2 With LLM Engine
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Earlier this week, Meta announced the release of Llama 2. Llama 2 includes both a base pre-trained model and a fine-tuned model for chat available in three sizes. While the performance of the pre-trained model is impressive, fine-tuning the base Llama-2 model can unlock even greater performance on most language tasks. This process can be quite complicated, from reserving the right compute resources to properly implementing the training and inference code.
May 19, 2023
Scale AI chosen by the U.S. Army for Robotic Combat Vehicle Program
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Scale AI has been selected by the U.S. Army and the Defense Innovation Unit (DIU) to deploy their Data Engine in support of the Army’s Robotic Combat Vehicle (RCV) program. The effort is a joint collaboration between DIU and the Army’s Program Executive Office Ground Combat Systems (PEO GCS) leveraging innovative Other Transaction Authority for the novel application of Scale’s commercial technology to the RCV program.
May 19, 2023
Scale's Solution for Aerial Object Tracking
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Background
Object tracking in aerial imagery is largely an unsolved problem in the AI overmatch future powered by Generative AI and platforms like Scale Donovan; expert algorithms ATR and chain-of-custody play a crucial role as tools enabling the models to expand out from a pure text and structured data domain.
March 30, 2023
Scale AI + Accenture: Enhancing Business Value with Human Ingenuity
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Artificial Intelligence (AI) has been a game-changer for everyone. Together with data, AI has become a key component of a robust digital core—the main source of competitive advantage for companies today. The advent of generative AI marks the beginning of a new era, one where businesses reinvent how they work. Just search for ChatGPT if you haven’t already, and you’ll get an idea of the possibilities. ChatGPT is derived from a large language model (LLM)—GPT4—developed by Open AI, which is a foundation model capable of generating human-like language and carrying out complex tasks across a number of functions.