Topic: token processing
-
DeepSeek's Breakthrough: Supercharging AI Memory
DeepSeek addresses the "context rot" issue in large language models by converting text into image tokens, which preserves information while using significantly fewer tokens than traditional text processing methods. Their system employs a layered compression technique that stores older or less imp...
Read More » -
DeepSeek's AI Model Slashes Prediction Costs by 75%
DeepSeek's new AI model reduces prediction costs by 75%, cutting expenses from $1.68 to $0.42 per million tokens to enhance accessibility and affordability. The innovation utilizes a "sparse attention" mechanism and a "lightning indexer" to optimize processing by focusing only on relevant data, r...
Read More »