NEW Orca-2 LLM! 13B Model Better Than 70B! (Installation Tutorial)

Dive into the extraordinary world of Orca 2, the finely tuned successor of LLAMA-2! This video unveils the marvels behind Orca 2's synthetic dataset, meticulously crafted to elevate the reasoning abilities of small models. Every facet, moderated through Microsoft Azure content filters, ensures an unparalleled learning experience.
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[Link's Used]:
How To Install LM Studio: • LM Studio: Easiest Way...
Orca 2 Blogpost: www.microsoft.com/en-us/resea...
Research Paper: arxiv.org/pdf/2311.11045.pdf
Gradio Demo: huggingface.co/spaces/ari9dam...
Orca 2 - Microsoft Model Card: huggingface.co/microsoft/Orca...
Orca GGUF Model Card: huggingface.co/TheBloke/Orca-...
Explore the frontier of language models with Orca 2, a small model that defies traditional limitations. Witness the synergy of training data and discover how it paves the way for enhanced reasoning abilities. The journey delves into the realm of Frontier Language Models like GPT-4 and PaLm, showcasing their remarkable capabilities-from answering complex questions to solving multi-step problems.
Key Highlights:
- Synthetic Dataset Mastery: Orca 2's training data, a synthetic masterpiece, elevates small model capabilities.
- Microsoft Azure Moderation: Ensuring quality and relevance through meticulous content filtering.
- Frontier Language Model Insights: Unveiling the prowess of GPT-4, PaLm, and others, pushing the boundaries of AI.
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Additional Tags and Keywords:
Orca 2, LLAMA-2, AI Evolution, Synthetic Dataset, Microsoft Azure, Frontier Language Models, GPT-4, PaLm, Small Model Capabilities, AI Reasoning, Multi-step Problem Solving, Language Model Insights.
Hashtags:
#AIevolution #Orca2 #LanguageModels #MicrosoftAzure #GPT4 #PaLm #TechInnovation

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[Must Watch]:
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ActivePieces: Create GODLY AI Agents For FREE! Better Than Langflow & Flowise!: th-cam.com/video/B0yFBGSVHIE/w-d-xo.html
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[@Jason-ju7df]

Thanks!

[@SeaCrestInNOut]

Why are we over a year in with LLMs and we still have to go through all of this rigmarole to get something locally installed? Hasn't anyone come up with a front end that just lets you select plugins and easily install them yet? It's crazy.

[@intheworldofai]

DeepSeek LLM: Most POWERFUL Base Model & Better Than Llama 2! - th-cam.com/video/yMWaHnMduzQ/w-d-xo.html

[@user-tg3mk9zc2x]

🎯 Key Takeaways for quick navigation:
00:00 Microsoft *introduces Orca 2, a 13 billion parameter model surpassing larger models in performance due to better development methods.*
01:18 Orca *2 comes in 7 billion and 13 billion parameter sizes, excelling in complex tasks and zero-shot settings, outperforming models 5 to 10 times larger.*
05:25 Orca *2 competes with and often surpasses larger models in various benchmarks, showcasing its effectiveness in language understanding, reasoning, and multi-step tasks.*
07:32 Orca *2 leverages signals from GPT-4 for advanced learning, offering an intelligent and efficient generation method, not just a scaled-down version.*
08:39 Orca *2 demonstrates superior reasoning capabilities in a logical question scenario, outperforming models like GPT 3.5 in balanced logic and reasoning.*
10:41 Orca *2 proves versatile and adaptable, excelling in various domains and tasks, making it a valuable open-source tool for diverse applications.*
13:01 To *install Orca 2, use LM Studio and copy the model card from the Microsoft Orca 2 page, providing an easy way to run the model locally or test it with the Gradio demo.*
Made with HARPA AI

[@charlestrent8688]

Hi