Fast Compute Grants
We're on a mission to accelerate open and decentralized AI progress by enabling anyone to contribute compute, capital or code to collaboratively train powerful open models. Our ultimate goal? Openly accessible AGI that benefits everyone. But we can't do it alone and we want to do this together with you.
That's why we're launching Fast Compute Grants to support ambitious research into novel models, architectures, techniques, and paradigms needed to make open and decentralized AGI a reality.
A few ideas of what we’d be excited about
- Decentralized Llama-3 MoE Sparse upcycling via DiPaCo
- Scientific foundation models with new architectures ala HyenaDNA
- scGPT as a Llama-3 fine-tune (S/O to Felix)
- Distributed training across a heterogenous swarm of consumer devices (S/O to Omkaar)
- 13B parameter BitNet + infini-Attention + DenseFormer + MoD + In Context-Pretraining + 2 stage pretraining (S/O to Wing)
- Upcycle w c-BTX to an 8 expert sparse MoE + MoA (S/O to Wing)
- Coding agent models
- Novel applied super-alignment research
- Efficient long-context context window extension
- Exploring new Transformer and alternative architectures
If you're working on something in this vein that could use a boost from free GPUs, we want to hear from you. We'll provide:
- $500-$100k worth of Prime Intellect compute credits.
- Exposure to our ecosystem of AI hackers and distributed computing experts
- Promotion of your work to our community and partners
You can apply via this form, and we’ll get back to you in 5-10 days.
- What you're working on and why it's important
- How much compute you need and what you'd do with it
- Who you are and any past work we should know about
- Any code/papers/demos/other material that'll get us excited
The bar for quality is high but there are no other hoops. Anyone from anywhere can apply. Just email your pitch to contact@primeintellect.ai. We'll get back to you within 2 weeks if it seems like a good fit.
Our goal is to get a critical mass of brilliant people pointed at the hardest problems in open and decentralized AI and equip them to make rapid progress.
The future won't build itself - let's get to work.
Apply now below
Eurus-2-PRIME
When tackling complex reasoning tasks, you have access to the following actions. Use them as needed to progress through your thought process. [ASSESS] [ADVANCE] [VERIFY] [SIMPLIFY] [SYNTHESIZE] [PIVOT] [OUTPUT] You should strictly follow the format below: [ACTION NAME] # Your action step 1 # Your action step 2 # Your action step 3 ... Next action: [NEXT ACTION NAME]
Quadratic polynomials $P(x)$ and $Q(x)$ have leading coefficients $2$ and $-2,$ respectively. The graphs of both polynomials pass through the two points $(16,54)$ and $(20,53).$ Find $P(0) + Q(0).$
[ASSESS]
We are given two quadratic polynomials $P(x)$ and $Q(x)$ with leading coefficients $2$ and $-2$, respectively. The graphs of both polynomials pass through the points $(16,54)$ and $(20,53)$. We need to find the value of $P(0) + Q(0)$.
[ADVANCE]
Let's express the quadratic polynomials $P(x)$ and $Q(x)$ in the general form:
$ P(x) = 2x^2 + bx + c $
$ Q(x) = -2x^2 + dx + e $
Since the graphs of both polynomials pass through the points $(16,54)$ and $(20,53)$, we can substitute these points into the equations of $P(x)$ and $Q(x)$ to form a system of equations.
For $P(x)$:
$ P(16) = 2(16)^2 + 16b + c = 54 $
$ 512 + 16b + c = 54 $
$ 16b + c = -458 \quad \text{(Equation 1)} $
$ P(20) = 2(20)^2 + 20b + c = 53 $
$ 800 + 20b + c = 53 $
$ 20b + c = -747 \quad \text{(Equation 2)} $
For $Q(x)$:
$ Q(16) = -2(16)^2 + 16d + e = 54 $
$ -512 + 16d + e = 54 $
$ 16d + e = 566 \quad \text{(Equation 3)} $
$ Q(20) = -2(20)^2 + 20d + e = 53 $
$ -800 + 20d + e = 53 $
$ 20d + e = 853 \quad \text{(Equation 4)} $
[ADVANCE]
Now, we can solve the system of equations for $P(x)$:
Subtract Equation 1 from Equation 2:
$ (20b + c) - (16b + c) = -747 - (-458) $
$ 4b = -289 $
$ b = -\frac{289}{4} $
Substitute $b = -\frac{289}{4}$ into Equation 1:
$ 16\left(-\frac{289}{4}\right) + c = -458 $
$ -1156 + c = -458 $
$ c = 698 $
So, for $P(x)$, we have:
$ P(x) = 2x^2 - \frac{289}{4}x + 698 $
$ P(0) = 698 $
Next, we can solve the system of equations for $Q(x)$:
Subtract Equation 3 from Equation 4:
$ (20d + e) - (16d + e) = 853 - 566 $
$ 4d = 287 $
$ d = \frac{287}{4} $
Substitute $d = \frac{287}{4}$ into Equation 3:
$ 16\left(\frac{287}{4}\right) + e = 566 $
$ 1148 + e = 566 $
$ e = -582 $
So, for $Q(x)$, we have:
$ Q(x) = -2x^2 + \frac{287}{4}x - 582 $
$ Q(0) = -582 $
[ADVANCE]
Finally, we can find $P(0) + Q(0)$:
$ P(0) + Q(0) = 698 + (-582) = 116 $
So, the value of $P(0) + Q(0)$ is $\boxed{116}$.
INTELLECT-MATH-7B-SFT (ours)
Solve the following math problem efficiently and clearly. Think carefully and step by step about your response and reason before providing a final response. Conclude your response with: \n\nTherefore, the final answer is: $\\boxed{answer}$. I hope it is correct.\n\nWhere [answer] is just the final number or expression that solves the problem.
Quadratic polynomials $P(x)$ and $Q(x)$ have leading coefficients $2$ and $-2,$ respectively. The graphs of both polynomials pass through the two points $(16,54)$ and $(20,53).$ Find $P(0) + Q(0).$

INTELLECT-MATH-7B-SFT
So I've got this problem here about quadratic polynomials $P(x)$ and $Q(x)$. $P(x)$ has a leading coefficient of $2$, and $Q(x)$ has a leading coefficient of $-2$. Both polynomials pass through the points $(16,54)$ and $(20,53)$. I need to find $P(0) + Q(0)$.
First, since both $P(x)$ and $Q(x)$ are quadratic polynomials, I can express them in the general form:
$P(x) = 2x^2 + bx + c$
$Q(x) = -2x^2 + dx + e$
Wait, actually, the leading coefficient is the coefficient of the highest power of $x$, which for a quadratic is $x^2$. So yes, $P(x) = 2x^2 + bx + c$ and $Q(x) = -2x^2 + dx + e$.
Now, both polynomials pass through the points $(16,54)$ and $(20,53)$. That means when $x=16$, $P(16)=54$, and when $x=20$, $P(20)=53$. Similarly for $Q(x)$.
So, I can set up equations using these points.
First, for $P(x)$:
$P(16) = 2(16)^2 + b16 + c = 54$
Similarly, $P(20) = 2(20)^2 + b20 + c = 53$
Let me calculate $16^2$ and $20^2$:
$16^2 = 256$
$20^2 = 400$
So,
$P(16): 2256 + 16b + c = 54 \Rightarrow 512 + 16b + c = 54 \Rightarrow 16b + c = 54 - 512 \Rightarrow 16b + c = -458$
$P(20): 2400 + 20b + c = 53 \Rightarrow 800 + 20b + c = 53 \Rightarrow 20b + c = 53 - 800 \Rightarrow 20b + c = -747$
Now, I have two equations:
1) $16b + c = -458$
2) $20b + c = -747$
I can subtract equation 1 from equation 2 to eliminate $c$:
$(20b + c) - (16b + c) = -747 - (-458)$
$20b + c - 16b - c = -747 + 458$
$4b = -289$
So, $b = -289 / 4 = -72.25$
Wait, but coefficients are usually integers, but maybe not. Let me check.
Now, plug $b$ back into one of the equations to find $c$. Let's use equation 1:
$16(-72.25) + c = -458$
$-1156 + c = -458$
$c = -458 + 1156 = 698$
So, $P(x) = 2x^2 - 72.25x + 698$
Hmm, $P(0)$ would be $c$, which is $698$.
Now, let's do the same for $Q(x)$.
$Q(16) = -2*(16)^2 + d16 + e = 54 \Rightarrow -2256 + 16d + e = 54 \Rightarrow -512 + 16d + e = 54 \Rightarrow 16d + e = 54 + 512 \Rightarrow 16d + e = 566$
$Q(20) = -2*(20)^2 + d20 + e = 53 \Rightarrow -2400 + 20d + e = 53 \Rightarrow -800 + 20d + e = 53 \Rightarrow 20d + e = 53 + 800 \Rightarrow 20d + e = 853$
Now, equations for $Q(x)$:
1) $16d + e = 566$
2) $20d + e = 853$
Subtract equation 1 from equation 2:
$(20d + e) - (16d + e) = 853 - 566$
$4d = 287$
$d = 287 / 4 = 71.75$
Now, plug $d$ back into equation 1:
$1671.75 + e = 566 \Rightarrow 1148 + e = 566 \Rightarrow e = 566 - 1148 = -582$
So, $Q(x) = -2x^2 + 71.75x - 582$
Therefore, $Q(0) = e = -582$
Now, $P(0) + Q(0) = 698 + (-582) = 116$
Wait, but the problem says "present the answer in LaTeX format: \boxed{Your answer}"
So, I should write $\boxed{116}$
But let me double-check my calculations to make sure I didn't make any mistakes.
First, for $P(x)$:
$P(16) = 2(256) + 16b + c = 512 + 16b + c = 54 \Rightarrow 16b + c = -458$
$P(20) = 2*(400) + 20b + c = 800 + 20b + c = 53 \Rightarrow 20b + c = -747$
Subtracting: $4b = -289 \Rightarrow b = -72.25$
Then, $c = -458 - 16*(-72.25) = -458 + 1156 = 698$
Similarly for $Q(x)$:
$Q(16) = -2*(256) + 16d + e = -512 + 16d + e = 54 \Rightarrow 16d + e = 566$
$Q(20) = -2*(400) + 20d + e = -800 + 20d + e = 53 \Rightarrow 20d + e = 853$
Subtracting: $4d = 287 \Rightarrow d = 71.75$
Then, $e = 566 - 16*71.75 = 566 - 1148 = -582$
So, $P(0) = 698$, $Q(0) = -582$, sum is $116$.
Seems correct.
Final Answer
$\boxed{116}$
INTELLECT-MATH-7B (ours)
Solve the following math problem efficiently and clearly. Think carefully and step by step about your response and reason before providing a final response. Conclude your response with: \n\nTherefore, the final answer is: $\\boxed{answer}$. I hope it is correct.\n\nWhere [answer] is just the final number or expression that solves the problem.
Quadratic polynomials $P(x)$ and $Q(x)$ have leading coefficients $2$ and $-2,$ respectively. The graphs of both polynomials pass through the two points $(16,54)$ and $(20,53).$ Find $P(0) + Q(0).$

INTELLECT-MATH-7B
So I have two quadratic polynomials, $P(x)$ and $Q(x)$, with leading coefficients 2 and -2, respectively. Both pass through the points $(16,54)$ and $(20,53)$. I need to find $P(0) + Q(0)$.
First, since both are quadratic polynomials, I can express them in the general form:
$P(x) = 2x² + bx + c$
$Q(x) = -2x² + dx + e$
But since both pass through the points $(16,54)$ and $(20,53)$, I can set up equations using these points.
For $P(x)$:
$P(16) = 2*(16)² + b \cdot 16 + c = 54$
$P(20) = 2(20)² + b \cdot 20 + c = 53$
Similarly for $Q(x)$:
$Q(16) = -2(16)² + d \cdot 16 + e = 54$
$Q(20) = -2(20)² + d \cdot 20 + e = 53$
Let's compute the squares:
$16² = 256$
$20² = 400$
So for $P(x)$:
$2256 + 16b + c = 54 \Rightarrow 512 + 16b + c = 54 \Rightarrow 16b + c = 54 - 512 = -458 \quad ...(1)$
$2400 + 20b + c = 53 \Rightarrow 800 + 20b + c = 53 \Rightarrow 20b + c = 53 - 800 = -747 \quad ...(2)$
For $Q(x)$:
$-2256 + 16d + e = 54 \Rightarrow -512 + 16d + e = 54 \Rightarrow 16d + e = 54 + 512 = 566 \quad ...(3)$
$-2400 + 20d + e = 53 \Rightarrow -800 + 20d + e = 53 \Rightarrow 20d + e = 53 + 800 = 853 \quad ...(4)$
Now, I have two systems of linear equations:
For $P(x)$:
$16b + c = -458 \quad ...(1)$
$20b + c = -747 \quad ...(2)$
Subtract equation (1) from equation (2):
$(20b + c) - (16b + c) = -747 - (-458)$
$4b = -289 \Rightarrow b = -\frac{289}{4}$
Now plug $b$ back into equation (1):
$16\left(-\frac{289}{4}\right) + c = -458 \Rightarrow -1156 + c = -458 \Rightarrow c = -458 + 1156 = 698$
So $P(x) = 2x² - \frac{289}{4}x + 698$
For $Q(x)$:
$16d + e = 566 \quad ...(3)$
$20d + e = 853 \quad ...(4)$
Subtract equation (3) from equation (4):
$(20d + e) - (16d + e) = 853 - 566$
$4d = 287 \Rightarrow d = \frac{287}{4}$
Now plug $d$ back into equation (3):
$16\left(\frac{287}{4}\right) + e = 566 \Rightarrow 1148 + e = 566 \Rightarrow e = 566 -1148= -582$
So $Q(x)=-2x^{2}+\frac{287}{4}x-582$.
Now, $P(0)=c=698$.
$Q(0)=e=-582$.
Therefore, $P(0)+Q(0)=698+(-582)=116$.
Final Answer
$\boxed{116}$.