RWKV: Small Team Aims to Be Android of AI Era with Big Model

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Recently, IBM announced the launch of version 3.1 of its open source language model Granite, which brings many important enhancements. The new version of the model has been redesigned with a denser architecture, capable of handling up to 128,000 tokens at once. This update signifies a substantial improvement in Granite's ability to process complex text and tasks. The Granite 3.1 model has been trained on datasets in 12 languages and 116 programming languages, processing a total of 12 trillion tokens.
Are you still troubled by unclear photos? A brand new image super-resolution tool called InvSR has emerged, allowing images to be instantly transformed into clear and sharp ones with minimal processing steps. The strength of this tool lies in its utilization of the rich prior knowledge embedded in large pre-trained diffusion models, achieving efficient and high-quality image resolution enhancement. The core technology of InvSR is its innovative partial noise prediction strategy. It cleverly constructs the intermediate state of the diffusion model as the starting point for the sampling process and employs a deep noise.
An unexpected personnel change brought OpenAI's Chief Product Officer Kevin Weil to the stage of the Marriott Hotel in San Francisco. This Silicon Valley product master, who previously achieved commercial miracles at Twitter and Instagram, now bears the responsibility of OpenAI's commercialization transformation. Just days earlier, the sudden departure of the company's CTO Mira Murati once again placed OpenAI in the spotlight. This executive reshuffle is not a coincidence. Over the past year, OpenAI has faced wave after wave of challenges.
Last Thursday, domestic tech company Shanji launched its first AI camera glasses, marking an important milestone in the domestic AI eyewear field. The glasses are priced at 1499 Yuan, while the first batch of 50,000 co-creation units was sold at a discounted price of 999 Yuan, reportedly even lower than similar products from Xiaomi. Additionally, Shanji introduced a special promotion where users can receive a full refund if they check in 200 days within 300 days (not necessarily consecutively), which undoubtedly increases the product's appeal.
With the development of digital art, automated image processing technology has received increasing attention. Recently, a research team from Tsinghua University and Tencent's ARC Lab proposed a novel image sequence coloring model called ColorFlow. This model aims to address the challenge of maintaining consistency in character and object identity while coloring black and white image sequences, fulfilling the practical needs of industries such as comics and animation. ColorFlow is a three-stage diffusion base framework that leverages contextual information by utilizing a reference image pool for black and white.