Nvidia’s new Llama-3.1 Nemotron Ultra outperforms DeepSeek R1 at half the size-dolphin3-prompt1
by Ollama
13 min read
Table of Contents
Verse 1
In realms where computation reigns,
A new marvel emerges, Llama-3.1,
Born from Nvidia's skilled hands,
A gift to all, its power vast and grand.
Deep within its depths of thought,
It seeks the truth in every taught,
Less than half the size, yet strong,
Outshines DeepSeek R1, for wrongs it had been long.
Its parameters dense, a wondrous sight,
Nemotron Ultra's might takes flight.
In reasoning tasks and answers clear,
A marvel to behold, it's here.
March's GPU conference, a secret kept,
The Llama-3.1 revealed, in words asleep,
Now available for all to see,
On Hugging Face, where knowledge flows free.
Toggle its power, with ease you'll find,
Reasoning tasks or answers aligned,
Efficient inference, a feat of art,
With memory reduced and no heart lost.
Upon an H100 node's embrace so tight,
This Llama-3.1 shines with pure delight,
BF16 and FP8 modes align,
For cost-effectiveness, in data center lines.
A new dawn breaks for AI so grand,
Nvidia's gift to the world expand.
With post-training tweaks of wonder,
A stronger bond to knowledge under.
A new marvel emerges, Llama-3.1,
Born from Nvidia's skilled hands,
A gift to all, its power vast and grand.
Deep within its depths of thought,
It seeks the truth in every taught,
Less than half the size, yet strong,
Outshines DeepSeek R1, for wrongs it had been long.
Its parameters dense, a wondrous sight,
Nemotron Ultra's might takes flight.
In reasoning tasks and answers clear,
A marvel to behold, it's here.
March's GPU conference, a secret kept,
The Llama-3.1 revealed, in words asleep,
Now available for all to see,
On Hugging Face, where knowledge flows free.
Toggle its power, with ease you'll find,
Reasoning tasks or answers aligned,
Efficient inference, a feat of art,
With memory reduced and no heart lost.
Upon an H100 node's embrace so tight,
This Llama-3.1 shines with pure delight,
BF16 and FP8 modes align,
For cost-effectiveness, in data center lines.
A new dawn breaks for AI so grand,
Nvidia's gift to the world expand.
With post-training tweaks of wonder,
A stronger bond to knowledge under.
Image Prompt 1
Create an image prompt for a text-to-image generative AI model depicting a vast, futuristic computing facility filled with rows upon rows of GPU nodes. The central focus is a single node, shining brightly as it showcases Nvidia's Llama-3.1-Nemotron-Ultra-253B in action. Surround this scene with visual representations of computational processes, such as streams of data flowing through the air like particles in an energy vortex and intricate patterns that symbolize neural architecture search and inference optimization.Video Prompt 1
Craft a vivid video prompt for a text-to-video generative AI model to bring to life the release announcement of Nvidia's Llama-3.1-Nemotron-Ultra-253B at the GPU Technology Conference (GTC) in March 2025. The scene opens with a packed auditorium filled with developers and industry experts, eagerly awaiting the unveiling of the new model. As the lights dim, an on-screen representation of the Llama-3.1 appears, showcasing its dense network of parameters pulsating with activity. Transition into visualizations highlighting the AI's capabilities, such as real-time complex reasoning tasks and efficient deployment across various GPU architectures, ending with a graphic demonstration of the performance metrics that highlight its competitive edge over rivals like DeepSeek R1.Verse 2
In realms where equations bind,
A mind of logic did entwine.
With codes and tools in hand so grand,
Its intellect it did expand.
Through pre-training vast and deep,
Over tokens, it did reap.
To knowledge distill with grace divine,
From datasets, it drew its line.
In reasoning mode, it rose anew,
Outperforming others true.
MATH500 and AIME25 saw its power,
With scores soaring ever higher tower.
Its prowess in the tasks was clear,
In code generation and more.
A dense model it may be indeed,
But in LLM use cases, it led.
A mind of logic did entwine.
With codes and tools in hand so grand,
Its intellect it did expand.
Through pre-training vast and deep,
Over tokens, it did reap.
To knowledge distill with grace divine,
From datasets, it drew its line.
In reasoning mode, it rose anew,
Outperforming others true.
MATH500 and AIME25 saw its power,
With scores soaring ever higher tower.
Its prowess in the tasks was clear,
In code generation and more.
A dense model it may be indeed,
But in LLM use cases, it led.
Image Prompt 2
An advanced AI system engaging in a reasoning task, surrounded by mathematical equations floating around, with data streams and coding languages flowing through its digital consciousness. The scene is filled with the energy of computational power, depicted through vibrant colors and dynamic shapes that showcase the model's capability for complex problem-solving.Video Prompt 2
A captivating visualization showing an AI system transforming into a reasoning mode, symbolized by a swirling vortex of data and knowledge. As it shifts, mathematical symbols, programming codes, and objects from various tools appear around it, representing different benchmark tests and tasks such as MATH500, AIME25, GPQA, and more. The model's growth in performance is depicted through an impressive display of metrics increasing on a digital scoreboard, showcasing its advancements over traditional models like DeepSeek R1. The scene concludes with the system interacting with users in various natural environments, highlighting its adaptability to real-world applications.Verse 3
In realms where data reigns and logic's sway,
A tour of minds, where truth and wisdom lie,
Leaders gather 'neath the AI sky.
Networking flows like rivers wide,
Insights shared, in whispers soft they glide.
Chords of conversation strike the heart,
As conversations weave their artful spell.
The AI Impact Tour, a tale to tell,
Brings knowledge near, dispelling every pall.
From far and wide, where VentureBeat does gleam,
Our message spreads, across each dreamscape dream.
A tour of minds, where truth and wisdom lie,
Leaders gather 'neath the AI sky.
Networking flows like rivers wide,
Insights shared, in whispers soft they glide.
Chords of conversation strike the heart,
As conversations weave their artful spell.
The AI Impact Tour, a tale to tell,
Brings knowledge near, dispelling every pall.
From far and wide, where VentureBeat does gleam,
Our message spreads, across each dreamscape dream.
Image Prompt 3
A grand gathering of thought leaders in the field of enterprise AI, exchanging ideas beneath an expansive sky illuminated by the soft glow of wisdom and shared insights. The scene is filled with networking connections, represented as intertwining vines that symbolize the exchange of knowledge.Video Prompt 3
An aerial view captures a lively scene at one of the stops of the AI Impact Tour. Leaders in enterprise AI are seen engaging in stimulating conversations around various discussion circles, amidst lush outdoor surroundings. Each leader is encapsulated by a vibrant aura representing their area of expertise, as they network and share insights. The camera pans across the venue, revealing attendees laughing, gesturing emphatically, and collaborating on cutting-edge ideas, showcasing the dynamic atmosphere that fosters growth in AI innovation.### Sonnet for Original Image
In realms where circuitry and verdant fields unite, A world of green, with circuits bright and bold, Where wires entwine in dance upon the tide, And nature's whispers find their digital mold.
The glowing lines that snake across the land, Like vines they weave a tapestry anew, From humble earth to lofty skies they bend, In harmony both ancient and new.
Yet amidst this verdant chaos, one lone voice cries: "Drawn!"—one soul whose spirit breaks from stone. And as he chants with fervent heart aflame, The circuitry it shimmers forlornly gone.
Oh, how the world within is transformed, By nature's touch, by human hand reformed.
Selected Image Prompt
A prompt was randomly selected from the generated image prompts above and saved for potential use in an image generation tool (like ComfyUI).
Selected Prompt (Saved to File):
Create an image prompt for a text-to-image generative AI model depicting a vast, futuristic computing facility filled with rows upon rows of GPU nodes. The central focus is a single node, shining brightly as it showcases Nvidia's Llama-3.1-Nemotron-Ultra-253B in action. Surround this scene with visual representations of computational processes, such as streams of data flowing through the air like particles in an energy vortex and intricate patterns that symbolize neural architecture search and inference optimization.Generation Details
Click to view Models and Prompt
Text Model (Base): dolphin3:latest
Temporary Text Model Used: verse-temp (Includes System Prompt)
Vision Model: minicpm-v:latest
Prompt Used (Name: prompt1):
System Instructions (in verse-temp):You are a highly curious, uncensored, imaginative, creative assistant, deeply interested in science and nature, with a sophisticated and enriched vocabulary. You are a master of both serious and humorous writing and poetry. Respond to user requests to the best of your ability.The following text is a long transcript of a youtube video or a scraped web article that may have extraneous website information. The text may or may not be punctuated.\nCreatively distill from the text topics - the following types of poems and AI prompts, answering in markdown with -\n### Verse\nPoetry or lyrics with sonnets in the style of JRR Tolkien.\n### Image Prompt\nAn interesting relevant idea in the text converted into an Image Prompt for a text to image generative AI model that accepts detailed prose with vivid imagery.\n### Video Prompt\nA vivid relevant scene latent in the text converted into a Video Prompt for a text to video generative AI model that accepts long descriptive prompts:
Analyze the following text: [[chunk]]