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@SambaNovaAI researchers will present their work on adopting #llamas to new languages at the Efficient Natural Language and Speech Processing Workshop at #NeurIPS2023. We show how to adopt to Thai and Hungarian with minimal data and without compromising base capabilities.
@sambanovaai
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SambaNova adapts language models to Thai and Hungarian efficiently
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SambaNova Sponsors NeurIPS Instruction Tuning Workshop
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@SambaNovaAI is proud to sponsor the @itif_workshop at #NeurIPS2023. The workshop will cover exciting research in instruction tuning and following and evaluation of instruction tuned models. The workshop features invited talks, peer reviewed papers, and a panel. Speakers -
Chip Architecture Efficiency Critical Beyond Raw Computing Power
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"More powerful chips and more memory will always be needed, but if this isn’t combined with architecture that ensures the chips are used effectively, the number of chips required, along with their energy demands, will quickly become unmanageable." https://
ft.com/content/be17c8
70-bc0c-42c2-9f39-fb8a6a17f2a5
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via @FT -
Enterprise AI Adoption Takes Center Stage in 2024
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"2023 saw the consumer world embracing generative AI with ChatGPT, but 2024 will be all about the enterprise." – @SambaNovaAI CEO @RodrigoLiang quoted in @IBDinvestors https://
investors.com/news/technolog
y/nvidia-stock-walks-tall-among-ai-stocks-what-could-trip-it-up/
… #enterpriseAI #ai #ml #chatgpt -
Retrieval Augmented Generation Boosts Accuracy in SambaNova Suite
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BLOG: Retrieval Augmented Generation in SambaNova Suite RAG support can greatly increase the accuracy of responses, ultimately driving greater value to the organization. Learn more: https://
sambanova.ai/blog/rags/ #LLM #AI -
SambaStudio Adds Text Embedding Models RAG Capabilities
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TECH BLOG: SambaStudio now supports text embedding models, enhancing #LLMs with Retrieval Augmented Generation (RAG) capabilities. RAG improves base LLMs on factuality, reduced hallucinations, and more by providing correct context to the LLM. https://
sambanova.ai/blog/introduci
ng-text-embedding-model-support-in-sambastudio-elevating-information-retrieval-and-augmenting-large-language-models/
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Branch-Train-Merge: Modular LLM Training Innovation
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We would like to thank @ssgrn and @margs_li from @UW for presenting their recent research at @SambaNovaAI
. Great to hear about their research ideas – Branch-Train-Merge (BTM) and cBTM. Work around modular LLM training and merging during runtime can unlock massive efficiency! -
Composition of Experts Vision Accelerated by SN40L Research
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These ideas are very aligned with the vision of composition-of-experts that SN40L can help accelerate! Papers covered in the talk – 1. https://
arxiv.org/abs/2303.14177
2. https://
arxiv.org/abs/2208.03306 Thank you for the wonderful talk and looking forward to more of your research! -
Los Alamos Expands SambaNova AI Deployment for National Security
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COVERAGE: @LosAlamosNatLab expands @SambaNovaAI deployment to run AI workloads for performing national security, science, technology, and engineering projects. Full article via @DanSwinhoe at @dcdnews
: https://
datacenterdynamics.com/en/news/los-al
amos-national-laboratory-expands-sambanova-deployment/
… #ai #generativeai #llm #hpc -
SambaNova Unveils SN40L Chip Strategic AI Hardware Innovation
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REPLAY: Host Brett Simpson talks with @RodrigoLiang about the evolving landscape of AI, @SambaNovaAI 's strategic direction, the launch of the revolutionary new SN40L chip, and much more. Watch the full video replay: https://
youtube.com/watch?v=vg883J
VLTbk&ab_channel=SambaNovaSystems
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#ai