Skip to main content

The Falcon has been released amongst the pigeons? The Falcon-40B

 


Monopolies like to retain their position. So it makes sense if a trio of monopolistic tech companies call on the legislators of the world to demand that all LLMs be subject to a license, especially when such license's may restrict competitors introducing cheaper, more efficient models into the opensource community. 

So let's talk about Falcon-40B. No paper exists for this yet (it states on hugging face that a paper is coming soon). There are many things that make Falcón of interest, one is that it has been built by TII, the Technology Innovation Institute, that are 'part of Abu Dhabi Government’s Advanced Technology Research Council, which oversees technology research in the emirate. As a disruptor in science, we are setting new standards and serve as a catalyst for change.' So not another US company. 

The company's website is informative:

'Falcon, first unveiled in March 2023, showcased exceptional performance and underscored the UAE's commitment to technological progress. Based on Stanford University’s HELM LLM benchmarking tool, Falcon 40B outperformed its renowned counterparts in utilizing significantly less training compute power. With only 75 percent of the training compute of OpenAI's GPT-3, 40 percent of DeepMind's Chinchilla AI, and 80 percent of the training compute of Google's PaLM-62B, the tool substantiated TII's commitment to advancing developments in generative AI.'

'Dr. Ebtesam Almazrouei Director, AI Cross-Center Unit, TII, said: “The open-source release of Falcon 40B, 7.5B, and 1.3B parameter AI models and our high-quality REFINEDWEB dataset, exemplifies the profound scientific contributions of the UAE. With each breakthrough, we defy limitations, reshape the realm of possibilities, and pave the way for collaborative efforts with transformative impact."

The licensing of this model is of interest to. It's released via an Apache 2 license, it's open for commercial usage, up to the value of $1m, after which is subject to fees. The Falcon has been released amongst the pigeons. 

Comments

Popular posts from this blog

The Whispers in the Machine: Why Prompt Injection Remains a Persistent Threat to LLMs

 Large Language Models (LLMs) are rapidly transforming how we interact with technology, offering incredible potential for tasks ranging from content creation to complex analysis. However, as these powerful tools become more integrated into our lives, so too do the novel security challenges they present. Among these, prompt injection attacks stand out as a particularly persistent and evolving threat. These attacks, as one recent paper (Safety at Scale: A Comprehensive Survey of Large Model Safety https://arxiv.org/abs/2502.05206) highlights, involve subtly manipulating LLMs to deviate from their intended purpose, and the methods are becoming increasingly sophisticated. At its core, a prompt injection attack involves embedding a malicious instruction within an otherwise normal request, tricking the LLM into producing unintended – and potentially harmful – outputs. Think of it as slipping a secret, contradictory instruction into a seemingly harmless conversation. What makes prompt inj...

The AI Dilemma and "Gollem-Class" AIs

From the Center for Humane Technology Tristan Harris and Aza Raskin discuss how existing A.I. capabilities already pose catastrophic risks to a functional society, how A.I. companies are caught in a race to deploy as quickly as possible without adequate safety measures, and what it would mean to upgrade our institutions to a post-A.I. world. This presentation is from a private gathering in San Francisco on March 9th with leading technologists and decision-makers with the ability to influence the future of large-language model A.I.s. This presentation was given before the launch of GPT-4. One of the more astute critics of the tech industry, Tristan Harris, who has recently given stark evidence to Congress. It is worth watching both of these videos, as the Congress address gives a context of PR industry and it's regular abuses. "If we understand the mechanisms and motives of the group mind, it is now possible to control and regiment the masses according to our will without their...

Podcast Soon Notice

I've been invited to make a podcast around the themes and ideas presented in this blog. More details will be announced soon. This is also your opportunity to be involved in the debate. If you have a response to any of the blog posts posted here, or consider an important issue in the debate around AGI is not being discussed, then please get in touch via the comments.  I look forward to hearing from you.