Liquid
Liquid is an AI model development company that has released related models and a commercial endpoint in the area of promptable classifiers.
Timeline (last 90 days)
Within just a few weeks after Jev went viral, OpenAI, Cloudflare, and Liquid successively released their own promptable classifier models and commercial endpoints, with OpenAI listing it as a key announcement at its developer day.
Liquid has not published a comparison of d1-3B with Qwen2.5-VL-3B or Gemma, nor has it published calibration error data (such as ECE or reliability diagrams).
The LFM Open License v1.0 (lfm1.0) is based on Apache 2.0, but stipulates that once a company's annual revenue exceeds 10 million USD, commercial rights terminate and a paid license must be purchased; this restriction also applies to fine-tuned derivative models.
Liquid's official blog points out that long-input training, shuffling option order, and fixing data shortcuts matter more than any fancy trick.
Liquid is a template language developed and open-sourced by Shopify in 2006, featuring a secure sandbox design, and has been adopted by platforms such as Jekyll and Salesforce.
Liquid is a template language developed and open-sourced by Shopify in 2006, originally created by co-founder Tobias Lütke, designed with a secure sandbox architecture, and has been adopted by platforms such as Jekyll and Salesforce.
Shopify's technology stack uses Ruby on Rails as its core backend framework, and its frontend theme system is based on the proprietary Liquid template language.
All Facts (7)
Liquid has not published a comparison of d1-3B with Qwen2.5-VL-3B or Gemma, nor has it published calibration error data (such as ECE or reliability diagrams).
50%UnverifiedThe LFM Open License v1.0 (lfm1.0) is based on Apache 2.0, but stipulates that once a company's annual revenue exceeds 10 million USD, commercial rights terminate and a paid license must be purchased; this restriction also applies to fine-tuned derivative models.
50%UnverifiedLiquid's official blog points out that long-input training, shuffling option order, and fixing data shortcuts matter more than any fancy trick.
50%UnverifiedLiquid is a template language developed and open-sourced by Shopify in 2006, featuring a secure sandbox design, and has been adopted by platforms such as Jekyll and Salesforce.
50%UnverifiedShopify's technology stack uses Ruby on Rails as its core backend framework, and its frontend theme system is based on the proprietary Liquid template language.
50%UnverifiedLiquid is a template language developed and open-sourced by Shopify in 2006, originally created by co-founder Tobias Lütke, designed with a secure sandbox architecture, and has been adopted by platforms such as Jekyll and Salesforce.
50%UnverifiedWithin just a few weeks after Jev went viral, OpenAI, Cloudflare, and Liquid successively released their own promptable classifier models and commercial endpoints, with OpenAI listing it as a key announcement at its developer day.
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