Instructor: Super excited to share this update
from Anthropic, a new large language model, Claude 3.
It comes in three versions, Haiku, Sonnet, and Opus.
Sonnet is the freebie.
Opus is the powerhouse at $20 per month,
and Haiku is your go-to for speed and efficiency.
Let's dive into what makes each of these models special
and how they can amp up your productivity.
Claude 3 models pack some serious punch
with advanced reasoning, vision analysis, code generation,
and multilingual processing.
Whether you're writing code, analyzing images,
or chatting in multiple languages.
These models have you covered.
They're a fantastic multimodal option
for a wide range of tasks.
Anthropic put Claude 3 head-to-head
with other leading language models like GPT-4
and Gemini 1.0 Ultra across various benchmarks.
We're talking about undergraduate
and graduate level reasoning abilities, math skills,
coding prowess, and more.
Opus and Sonnet performed impressively even showing superior
visual understanding in some benchmarks compared
to GPT-4, Vision, and Gemini, that's huge.
Claude 3 also shines with fewer incorrect refusals,
meaning it's more likely to tackle challenging questions
without backing down.
Another standout feature is its long context window,
starting at a whopping 200,000 tokens
with near perfect recall in tests like the
needle in a haystack.
Now let's get hands on with Claude 3 Opus, Sonnet,
and Chat GPT-4 to see how they stack up
in real world scenarios.
First up, we'll test their summarizing abilities.
I'll give each model the same document with the prompt.
Summarize this document into the main points, list them
as bullet points, and tell me why they are important.
Let's see how they do, starting with Sonnet.
It's working through it.
Alright, Sonnet did a solid job summarizing the document.
Now let's try the same task with Chat GPT-4.
Okie. Let's see how Chat GPT-4 does.
Okay, it's processing now,
we just need to be patient for a moment.
Again, a good performance from Chat GTP-4.
Finally, let's see how Opus handles it.
Opus nailed it too.
We can see it's a bit slower than the rest,
but the output looks more detailed.
All three models did a commendable job at summarizing.
Now let's throw a logic problem at them.
We'll begin with Sonnet. Here's the problem.
Abigail, Oliver, Rosa,
and Blake all attend the same summer camp.
They have different favorite activities, cooking, kayaking,
rock climbing, and zip lining.
Here are the clues.
Abigail's favorite activity isn't rock climbing.
Oliver is afraid of heights.
Rosa can't do her favorite activity without a harness.
Blake likes to keep his feet on the ground.
And the answer here is, Abigail likes to zip line.
Oliver likes to kayak. Rosa likes rock climbing.
Blake likes to cook.
We'll delete the answer before prompting Sonnet.
Alright, let's check our answers. Abigail likes kayaking.
Oliver likes cooking.
Rosalia enjoys rock climbing,
and Blake likes to cook,
so it looks like the puzzle wasn't solved correctly.
Now let's see how Chat GPT handles this.
We'll pace the logic problem
and erase the answer when prompted.
There we go.
It says, Abigail likes to Zipline.
That's spot on. Oliver likes kayaking.
Rosa likes rock climbing, and Blake likes cooking.
So good job. It nailed it. Now let's try Opus.
Let's dive into another chat with Opus.
Pace the logic problem. Erase the answer and prompt it.
Here we go.
Abigail likes to Zipline. Oliver likes kayaking.
Rose's favorite activity is rock climbing,
and Blake likes to cook, so Opus aced it as well.
Now let's try a math problem to see
how these models handle mathematical reasoning.
Here's the problem. What is the derivative
of three x squared plus two x minus five?
The answer is six x plus two. Let's try with Sonnet.
Alright, Sonnet gave us a correct response.
Now let's check Chat GPT-4.
Good job from Chat GPT-4.
Finally, let's see, Opus.
Opus nailed it too.
All three models did a commendable job.
Claude 3 models, particularly Opus,
are fantastic in terms of speed and performance.
They're a great alternative
to Chat GPT offering advanced capabilities
and impressive results in both summarization
and logical reasoning tasks.
Whether you choose Haiku for speed, Sonnet for a solid,
free option, or Opus for top tier power,
Claude 3 has something to offer for everyone.
Keep pushing the boundaries of
what these incredible AI models can do.