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Blog

Samba-CoE v0.3: The Power of Routing ML Models at Scale

Samba-CoE-v0.3, our latest Composition of Experts, surpasses DBRX Instruct 132B and Grok-1 314B on the OpenLLM...

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SambaLingo hits 15,000+ downloads, now integrated with Samba-CoE-v0.2

SambaLingo has been downloaded over 15,000 times and has achieved remarkable performance of 280 tokens/s inference...

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SambaNova Delivers Accurate Models At Blazing Speed

Samba-CoE v0.2 is climbing on the AlpacaEval leaderboard, outperforming all of the latest open-source models.

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Using Mixed Precision on RDUs

SambaFlow 1.18 introduces support for mixed precision on RDUs, streamlining the experience for model developers and...

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Benchmarking Samba-1

Benchmarking Samba-1 with the EGAI benchmark - a comprehensive collection of widely adapted benchmarks sourced from...

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Samba-CoE v0.1 - Unlocking the power of routing to build a Composition of Experts

We're thrilled to unveil Samba-CoE-v0.1, a scaled down version of Samba-1, our latest breakthrough model that...

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SambaLingo - Open Source Language Experts

SambaNova is excited to open source a collection of expert models that adapt Llama 2 to a diverse set of 9 languages.

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Introducing the SambaCoder-nsql-Llama-2-70B model

Numbers Station and SambaNova have released a text-to-SQL model that surpasses the accuracy of GPT-4.

Blog

BLOOMChat-v2 Long Sequences at 176B

We are proud to release BLOOMChat-v2, a 32K sequence length, 176B multilingual language model.

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Fault management and RDA systems: Part 2

One of the key characteristics of our system is performance for enterprise data center AI workloads, and SNFM...

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Fault management and RDA systems: Part 1

Designed specifically for the enterprise, the SambaNova platform includes enterprise level features to deliver the...

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ALiBi Deep Dive: Interpolation and Precision

The LLM community has proposed a variety of positional interpolation methods to extend the maximum sequence length...

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Elevating Information Retrieval and Augmenting Large Language Models

SambaStudio now supports text embedding models. This new feature significantly boosts the information retrieval...

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Enabling Open Source LLMs to Become Effective Tool Manipulators

At SambaNova, we have been researching and developing methods to train long sequence size (SS) models on our...

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Training long sequence size models with SambaNova

At SambaNova, we have been researching and developing methods to train long sequence size (SS) models on our...

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BLOOMChat: a New Open Multilingual Chat LLM

SambaNova and Together are excited to announce the public release of BLOOMChat, a 176 Billion parameter multilingual...

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Domain Adapted Automated Speech Recognition

We show how one can use the SambaNova Suite to develop a model that is highly optimized towards a specific domain or...

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OpenChatKit model available on SambaNova Suite for community and enterprise model adaptation

SambaNova is committed to the development of open-source technology and today we are excited to announce that the...

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Achieving GPT 175B Level Accuracy with a 10x More Efficient Model

SambaNova shows how one can use the SambaNova platform to develop a GPT 13B parameter model that can outperform a...

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Achieving Best-in-Class Large Language Model Accuracy in Low-Resource Settings

With a model that’s multiple orders of magnitude smaller, the SambaNova GPT model outperforms the leading GPT-175b...

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Dataflow Architecture Leads to a Performance Breakthrough on GNN Fused Kernels

Using the capabilities of the SambaNova DataScale® system, researchers at the U.S. Department of Energy’s Argonne...

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World Record Large Language Models Training Performance with SambaNova Systems Dataflow-as-a-ServiceTM GPT and Why It Doesn’t Matter

Natural Language Processing (NLP) is one of the most pervasive areas of adoption and growth for Deep Learning.

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Explaining Explainability in AI

Explainability in AI seems like a very simple and reasonable concept. In simplest terms, it is the ability to...

Blog

Out-of-the-Box Efficiency is the Latest Trend in Computer Vision

Given recent advances in computer vision, the popularity of convolution-free models has risen quickly, demonstrating...