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Posts tagged with Open source

Mistral AI's Balancing Act

Mistral 7B shocked the AI world with its open source muscle. But will Mistral stay committed to openness as they flex for funding?

Mistral AI's Balancing Act

Mistral AI, a Paris-based startup, has made significant strides in the AI industry by releasing a high-performing 7 billion parameter model under an open-source license. While the company champions the open-source ethos, it also acknowledges the need for commercial products.

Mistral AI | Open source models
Frontier AI in your hands

The Paris-based startup Mistral AI has recently made waves in the AI community by open-sourcing a powerful 7 billion parameter generative language model called Mistral 7B. This model achieved state-of-the-art performance relative to its size, outperforming models like Anthropic's Llama 2 13B on multiple benchmarks.

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Is Falcon 180B Really a Llama Killer?

Bigger isn't always better. Falcon 180B may boast 3.5 trillion tokens, but this open AI model has a long way to go before it can take down closed-source heavy hitters like Google's PaLM.

Is Falcon 180B Really a Llama Killer?

The recent release of Falcon 180B, an AI model created by the Technology Innovation Institute of Abu Dhabi, has sparked excitement and debate in the AI community. With its massive size of 3.5 trillion tokens, Falcon 180B is positioned as a rival to proprietary models like Google's PaLM and Meta's LLaMA-2. However, a closer examination of the model's capabilities reveals there is still a way to go before Falcon 180B can be considered superior.

Spread Your Wings: Falcon 180B is here
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
Falcon-180B
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Democratizing AI: How GPT4All is Pioneering Community-Powered Local LLMs

Artificial intelligence is undergoing a revolution - one that is decentralized, transparent, and community-driven. At the forefront lies GPT4All, an ambitious open-source project democratizing access to cutting-edge large language models.

Democratizing AI: How GPT4All is Pioneering Community-Powered Local LLMs

TLDR;

  • GPT4All is an open ecosystem created by Nomic AI to train and deploy powerful large language models locally on consumer CPUs.
  • The goal is to create the best instruction-tuned assistant models that anyone can freely use, distribute and build on.
  • GPT4All models are 3GB - 8GB files that can be downloaded and used with the GPT4All open-source software. Nomic AI maintains this software and helps users train customized models.
  • High-quality training and instruction-tuning datasets are needed to create powerful assistant models. Nomic AI's Atlas platform helps curate and manipulate data.
  • The latest open-source GPT4All dataset is available on HuggingFace,
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Petals: Decentralized AI Revolution

The game-changing innovation of Petals brings the AI revolution home by distributing powerful models across everyday devices. This decentralized approach unlocks truly democratic access to artificial intelligence.

Petals: Decentralized AI Revolution

Artificial Intelligence (AI) has undergone groundbreaking advancements in recent years. A significant game changer has been the emergence of large language models, capable of transforming countless sectors, from technology to healthcare.

However, running such substantial models on personal devices has remained a challenge due to resource constraints. This article delves into a revolutionary solution that addresses this problem: Petals, a novel, decentralized method that allows running and fine-tuning large language models on any device.

Petals: decentralized inference and finetuning of large language models
Large language models are among the most significant recent advances in machine learning. Still, leveraging these models
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