An anonymous reader quotes a report from ZDNet: IBM managed the open sourcing of Granite code by using pretraining data from publicly available datasets, such as GitHub Code Clean, Starcoder data, public code repositories, and GitHub issues. In short, IBM has gone to great lengths to avoid copyright or legal issues. The Granite Code Base models are trained on 3- to 4-terabyte tokens of code data and natural language code-related datasets. All these models are licensed under the Apache 2.0 license for research and commercial use. It's that last word -- commercial -- that stopped the other major LLMs from being open-sourced. No one else wanted to share their LLM goodies. But, as IBM Research chief scientist Ruchir Puri said, "We are transforming the generative AI landscape for software by releasing the highest performing, cost-efficient code LLMs, empowering the open community to innovate without restrictions." Without restrictions, perhaps, but not without specific applications in mind. The Granite models, as IBM ecosystem general manager Kate Woolley said last year, are not "about trying to be everything to everybody. This is not about writing poems about your dog. This is about curated models that can be tuned and are very targeted for the business use cases we want the enterprise to use. Specifically, they're for programming." These decoder-only models, trained on code from 116 programming languages, range from 3 to 34 billion parameters. They support many developer uses, from complex application modernization to on-device memory-constrained tasks. IBM has already used these LLMs internally in IBM Watsonx Code Assistant (WCA) products, such as WCA for Ansible Lightspeed for IT Automation and WCA for IBM Z for modernizing COBOL applications. Not everyone can afford Watsonx, but now, anyone can work with the Granite LLMs using IBM and Red Hat's InstructLab.

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According to the Wall Street Journal, a deal for IBM to acquire HashiCorp could materialize in the next few days. Shares of HashiCorp jumped almost 20% on the news. UPDATE 4/24/24: IBM has confirmed the deal valued at $6.4 billion. "IBM will pay $35 per share for HashiCorp, a 42.6% premium to Monday's closing price," reports Reuters. "The acquisition will be funded by cash on hand and will add to adjusted core profit within the first full year of closing, expected by the end of 2024." HashiCorp's shares continued to surge Tuesday on the news. CNBC reports: Developers use HashiCorp's software to set up and manage infrastructure in public clouds that companies such as Amazon and Microsoft operate. Organizations also pay HashiCorp for managing security credentials. Founded in 2012, HashiCorp went public on Nasdaq in 2021. The company generated a net loss of nearly $191 million on $583 million in revenue in the fiscal year ending Jan. 31, according to its annual report. In December, Mitchell Hashimoto, co-founder of HashiCorp, whose family name is reflected in the company name, announced that he was leaving. Revenue jumped almost 23% during that period, compared with 2% for IBM in 2023. IBM executives pointed to a difficult economic climate during a conference call with analysts in January. The hardware, software and consulting provider reports earnings on Wednesday. Cisco held $9 million in HashiCorp shares at the end of March, according to a regulatory filing. Cisco held early acquisition talks with HashiCorp, according to a 2019 report.

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According to the Wall Street Journal, a deal for IBM to acquire HashiCorp could materialize in the next few days. Shares of HashiCorp jumped almost 20% on the news. CNBC reports: Developers use HashiCorp's software to set up and manage infrastructure in public clouds that companies such as Amazon and Microsoft operate. Organizations also pay HashiCorp for managing security credentials. Founded in 2012, HashiCorp went public on Nasdaq in 2021. The company generated a net loss of nearly $191 million on $583 million in revenue in the fiscal year ending Jan. 31, according to its annual report. In December, Mitchell Hashimoto, co-founder of HashiCorp, whose family name is reflected in the company name, announced that he was leaving. Revenue jumped almost 23% during that period, compared with 2% for IBM in 2023. IBM executives pointed to a difficult economic climate during a conference call with analysts in January. The hardware, software and consulting provider reports earnings on Wednesday. Cisco held $9 million in HashiCorp shares at the end of March, according to a regulatory filing. Cisco held early acquisition talks with HashiCorp, according to a 2019 report.

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