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Meet MPT-7B: A Suite of Open Source, Commercially Available LLMs that Supports 65k Tokens

Towards AI

However, for individuals outside the confines of well-funded industry laboratories,… Read the full blog for free on Medium. Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI. From research to projects and ideas.

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An Exhaustive List of Open-source Generative AI Models in 2023

Heartbeat

MPT-30B Image Source: MosaicML MosaicML recently launched its Mosaic Pretrained Transform (MPT) — 30B language model that outperforms several other LLMs, such as ChatGPT-3, StableLM 7B, and LLaMA-7B. It’s an open-source decoder-only transformer model that improves upon the previous version — the MPT-7B.

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Fast and cost-effective LLaMA 2 fine-tuning with AWS Trainium

AWS Machine Learning Blog

Recently, Meta released Llama 2 for both researchers and commercial entities, adding to the list of other LLMs, including MosaicML MPT and Falcon. For the complete example code and scripts we mentioned, refer to the Llama 7B tutorial and NeMo code in the Neuron SDK to walk through more detailed steps. environment (PyTorch).

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LlamaSherpa: Revolutionizing Document Chunking for LLMs

Heartbeat

There are four different models mentioned: Flan-t5, Dolly-v2, Falcon-instruct falcon, and MPT-instruct. Each model has a different base model architecture: T5 encoder-decoder [3B, 11B] formal instruct for Flan-t5, pythia decoder-only for Dolly-v2, decoder-only for Falcon-instruct falcon, and mpt decoder-only for MPT-instruct.

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Open source large language models: Benefits, risks and types

IBM Journey to AI blog

These include: Text generation Open source LLM models allow you to create an app with language generation abilities, such as writing emails, blog posts or creative stories. MPT-7B and MPT-30B are open source LLMs licensed for commercial use from MosaicML (recently acquired by Databricks). MPT-30B outperforms GPT-3.

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Technology Innovation Institute trains the state-of-the-art Falcon LLM 40B foundation model on Amazon SageMaker

AWS Machine Learning Blog

This blog post is co-written with Dr. Ebtesam Almazrouei, Executive Director–Acting Chief AI Researcher of the AI-Cross Center Unit and Project Lead for LLM Projects at TII. Falcon-40B matches the performance of other high-performing LLMs, and is the top-ranked open-source model in the public Hugging Face Open LLM leaderboard.

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Exploring the AI and data capabilities of watsonx

IBM Journey to AI blog

In this blog, I will cover: What is watsonx.ai? sales conversation summaries, insurance coverage, meeting transcripts, contract information) Generate: Generate text content for a specific purpose, such as marketing campaigns, job descriptions, blogs or articles, and email drafting support. What capabilities are included in watsonx.ai?

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