Single Prompt -> Multi Agent -> LangGraph This is a very common trend we see among agent developers Our most recent blog post with Rexera (real estate agent) highlights this The journey goes like this: Start with a single prompt, which: "struggled with the complexity of
LLMS
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SambaNova Cloud Enables Faster Open Source Model Deployment
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Many #devs are looking for other ways to run #OpenSource models faster and more accurately. 🚀🎯
— SambaNova (@SambaNovaAI) 10 octobre 2024
Our CEO & Co-Founder, @RodrigoLiang, shares why SambaNova Cloud is able to provide that in a way that’s really low-friction. 🎥
Start developing ⤵️https://t.co/Nq7AnfsVMPMany #devs are looking for other ways to run #OpenSource models faster and more accurately. Our CEO & Co-Founder, @RodrigoLiang
, shares why SambaNova Cloud is able to provide that in a way that’s really low-friction. Start developing https://
cloud.sambanova.ai -
LLM Evaluation Guide: Benchmarks, Human Eval, and Judge Methods
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Clémentine, @huggingface
's evaluation expert, made an excellent guide about LLM evaluation. It covers automatic benchmarks, human eval, and LLM-as-a-judge, including tips and tricks to create your own evals. -
AI Model Tops Tool-Calling Leaderboard, New Platform Features
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Top stories in AI today: -New model tops tool-calling leaderboard
-Zoom launches new AI platform features
-Add Claude Artifacts to your Cursor projects
-Electronic tongue enables AI to taste
-6 new AI tools & 4 new AI jobs Read more: http://
therundown.ai/p/new-ai-model
-tops-tool-chart
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LLM Quality Thresholds: GPT-4o-mini and Local Alternatives
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There's some lower threshold of quality an LLM needs to have in order to be useful for our game. GPT4o-mini is such an example, and it has good pricing, but it's still cloud based. However there are other candidates for local LLM that we are investigating. LLMs are getting
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Discover Aria’s paper and try Rhymes AI’s BeaGo
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Read their paper for Aria
https://
huggingface.co/papers/2410.05
993
… Try BeaGo
https://
rhymes.ai/blog-details/m
eet-rhymes-ai-powerful-ai-built-for-all
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Rhymes AI’s Aria MoE beats GPT-4o and Gemini-1.5-Flash
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Rhymes AI drops Aria: small Multimodal MoE that beats GPT-4o and Gemini-1.5-Flash New player entered the game! @rhymes_ai_ has just been announced, and unveiled Aria – a multimodal powerhouse that's punching above its weight. Key insights: Mixture-of-Experts
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SparseLLM: Global Pruning Method for Pre-trained Language Models
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SparseLLM: Towards Global Pruning of Pre-trained Language Models https://
arxiv.org/abs/2402.17946 https://
github.com/BaiTheBest/Spa
rseLLM
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#neurips2024