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| 1 |
+
---
|
| 2 |
+
license: cc-by-4.0
|
| 3 |
+
language:
|
| 4 |
+
- en
|
| 5 |
+
base_model:
|
| 6 |
+
- nvidia/OpenReasoning-Nemotron-1.5B
|
| 7 |
+
pipeline_tag: text-generation
|
| 8 |
+
library_name: transformers.js
|
| 9 |
+
tags:
|
| 10 |
+
- nvidia
|
| 11 |
+
- code
|
| 12 |
+
---
|
| 13 |
+
|
| 14 |
+
# OpenReasoning-Nemotron-1.5B Overview
|
| 15 |
+
|
| 16 |
+
## Usage (Transformers.js)
|
| 17 |
+
|
| 18 |
+
If you haven't already, you can install the [Transformers.js](https://huggingface.co/docs/transformers.js) JavaScript library from [NPM](https://www.npmjs.com/package/@huggingface/transformers) using:
|
| 19 |
+
```bash
|
| 20 |
+
npm i @huggingface/transformers
|
| 21 |
+
```
|
| 22 |
+
|
| 23 |
+
You can then generate text as follows:
|
| 24 |
+
```js
|
| 25 |
+
import { pipeline, TextStreamer } from "@huggingface/transformers";
|
| 26 |
+
|
| 27 |
+
// Create a text generation pipeline
|
| 28 |
+
const generator = await pipeline(
|
| 29 |
+
"text-generation",
|
| 30 |
+
"onnx-community/OpenReasoning-Nemotron-1.5B-ONNX",
|
| 31 |
+
{ dtype: "q4", device: "webgpu" },
|
| 32 |
+
);
|
| 33 |
+
|
| 34 |
+
// Define the list of messages
|
| 35 |
+
const prompt = "x^2 + 2x - 8 = 0";
|
| 36 |
+
const messages = [
|
| 37 |
+
{ role: "user", content: `Solve the following math problem. Make sure to put the answer (and only answer) inside \\boxed{}.\n\n${prompt}` },
|
| 38 |
+
];
|
| 39 |
+
|
| 40 |
+
// Generate a response
|
| 41 |
+
const output = await generator(messages, {
|
| 42 |
+
max_new_tokens: 4096,
|
| 43 |
+
streamer: new TextStreamer(generator.tokenizer, { skip_prompt: true, skip_special_tokens: true}),
|
| 44 |
+
});
|
| 45 |
+
console.log(output[0].generated_text.at(-1).content);
|
| 46 |
+
```
|
| 47 |
+
|
| 48 |
+
<details>
|
| 49 |
+
|
| 50 |
+
<summary>See example output</summary>
|
| 51 |
+
|
| 52 |
+
```
|
| 53 |
+
<think>
|
| 54 |
+
I have this equation: \( x^2 + 2x - 8 = 0 \). It's a quadratic equation, and I need to solve for x. The general form is \( ax^2 + bx + c = 0 \), so here a = 1, b = 2, c = -8.
|
| 55 |
+
|
| 56 |
+
I can use the quadratic formula: \( x = \frac{-b \pm \sqrt{b^2 - 4ac}}{2a} \).
|
| 57 |
+
|
| 58 |
+
Plugging in the values: b = 2, so -b = -2; c = -8, so -4ac = -4(1)(-8) = 32.
|
| 59 |
+
|
| 60 |
+
The discriminant D = b^2 - 4ac = (2)^2 - 4(1)(-8) = 4 + 32 = 36.
|
| 61 |
+
|
| 62 |
+
Since D is positive, there are two real solutions.
|
| 63 |
+
|
| 64 |
+
x = [-b ± sqrt(D)] / (2a) = [-2 ± sqrt(36)] / 2 = [-2 ± 6]/2.
|
| 65 |
+
|
| 66 |
+
Now, two cases:
|
| 67 |
+
|
| 68 |
+
First, with +: (-2 + 6)/2 = 4/2 = 2.
|
| 69 |
+
|
| 70 |
+
Second, with -: (-2 - 6)/2 = (-8)/2 = -4.
|
| 71 |
+
|
| 72 |
+
So, x = 2 or x = -4.
|
| 73 |
+
|
| 74 |
+
I could also factor this. Since it's (x^2 + 2x - 8) = 0.
|
| 75 |
+
|
| 76 |
+
I need two numbers that multiply to -8 and add to 2. 4 and -2: 4 * -2 = -8, 4 + (-2) = 2. Yes, so (x + 4)(x - 2) = 0? Let me check.
|
| 77 |
+
|
| 78 |
+
(x + 4)(x - 2) = x^2 - 2x + 4x - 8 = x^2 + 2x - 8. Yes, perfect.
|
| 79 |
+
|
| 80 |
+
So, (x + 4)(x - 2) = 0, so x = -4 or x = 2.
|
| 81 |
+
|
| 82 |
+
Same as before.
|
| 83 |
+
|
| 84 |
+
The problem says "solve the following math problem" and gives the equation, but it has an equal sign, so it's an equation to solve.
|
| 85 |
+
|
| 86 |
+
But in the text, it says "x^2 + 2x - 8 = 0", so it's clear.
|
| 87 |
+
|
| 88 |
+
Now, it says "make sure to put the answer (and only answer) inside \boxed{}."
|
| 89 |
+
|
| 90 |
+
So, I need to present the answer. Since there are two solutions, I should box both.
|
| 91 |
+
|
| 92 |
+
But typically, we might write x = 2 or x = -4.
|
| 93 |
+
|
| 94 |
+
Since it's an equation, the solution set is {-4, 2}.
|
| 95 |
+
|
| 96 |
+
But I think for the box, I should write the values.
|
| 97 |
+
|
| 98 |
+
Looking back at the problem, it says "x^2 + 2x - 8 = 0", and it's written with the equal sign, so it's an equation.
|
| 99 |
+
|
| 100 |
+
But in the instruction, it says "solve", so I need to find x.
|
| 101 |
+
|
| 102 |
+
Perhaps I should write the solutions.
|
| 103 |
+
|
| 104 |
+
Maybe they want the answer as a pair or something.
|
| 105 |
+
|
| 106 |
+
Another thought: sometimes in multiple choice, but here it's not multiple choice.
|
| 107 |
+
|
| 108 |
+
The problem is given as is, so I think I need to provide the solutions.
|
| 109 |
+
|
| 110 |
+
Perhaps I can write x = 2 or x = -4.
|
| 111 |
+
|
| 112 |
+
But for the box, I need to put only the answer.
|
| 113 |
+
|
| 114 |
+
Maybe list the values.
|
| 115 |
+
|
| 116 |
+
I recall that in some contexts, they might expect the answer in a specific format.
|
| 117 |
+
|
| 118 |
+
Since it's a quadratic, and I solved it, I think it's fine.
|
| 119 |
+
|
| 120 |
+
But let me see the equation again: "x^2 + 2x - 8 = 0"
|
| 121 |
+
|
| 122 |
+
And it has the equal sign, so it's clear.
|
| 123 |
+
|
| 124 |
+
Perhaps I should write the answer as x = -4 or x = 2.
|
| 125 |
+
|
| 126 |
+
But for the box, I need to put it neatly.
|
| 127 |
+
|
| 128 |
+
Since it's "only answer", perhaps I should write the values.
|
| 129 |
+
|
| 130 |
+
Another idea: sometimes they write the solution set.
|
| 131 |
+
|
| 132 |
+
But I think for this, it's straightforward.
|
| 133 |
+
|
| 134 |
+
I can write the answer as 2 and -4.
|
| 135 |
+
|
| 136 |
+
But let me confirm if I did it right.
|
| 137 |
+
|
| 138 |
+
x^2 + 2x - 8 = 0
|
| 139 |
+
|
| 140 |
+
At x=2: 4 + 4 - 8 = 0, yes.
|
| 141 |
+
|
| 142 |
+
x=-4: 16 - 8 - 8 = 16 - 16 = 0, yes.
|
| 143 |
+
|
| 144 |
+
So correct.
|
| 145 |
+
|
| 146 |
+
Now, for the box, I think I should write the solutions.
|
| 147 |
+
|
| 148 |
+
Perhaps they want the answer in a box, so I'll write x = -4 \text{ or } x = 2.
|
| 149 |
+
|
| 150 |
+
But the instruction says "only answer", so maybe just the values.
|
| 151 |
+
|
| 152 |
+
I think it's fine.
|
| 153 |
+
|
| 154 |
+
Since it's a math problem, and I need to box the final answer.
|
| 155 |
+
|
| 156 |
+
I recall that in some platforms, they might expect the answer as a set or something.
|
| 157 |
+
|
| 158 |
+
But I think for simplicity, I'll write the solutions.
|
| 159 |
+
|
| 160 |
+
Perhaps I can write "x = -4 or x = 2".
|
| 161 |
+
|
| 162 |
+
But let me see the format.
|
| 163 |
+
|
| 164 |
+
Another thought: the equation is written with the equal sign, so it's an equation, and I solved it.
|
| 165 |
+
|
| 166 |
+
But in the answer, I need to present x.
|
| 167 |
+
|
| 168 |
+
I think I'm overcomplicating.
|
| 169 |
+
|
| 170 |
+
I'll box the values.
|
| 171 |
+
|
| 172 |
+
So, the solutions are x = -4 and x = 2.
|
| 173 |
+
|
| 174 |
+
So, for the box, I'll put -4 and 2.
|
| 175 |
+
|
| 176 |
+
But to be clear, I can write "x = -4 \text{ or } x = 2".
|
| 177 |
+
|
| 178 |
+
But since it says "only answer", perhaps just the numbers.
|
| 179 |
+
|
| 180 |
+
I think it's acceptable.
|
| 181 |
+
|
| 182 |
+
I can write the solution set: \{-4, 2\}.
|
| 183 |
+
|
| 184 |
+
But that might be too formal.
|
| 185 |
+
|
| 186 |
+
In many contexts, they just list the values.
|
| 187 |
+
|
| 188 |
+
Since it's a quadratic, and I found the roots.
|
| 189 |
+
|
| 190 |
+
I think I'll go with x = -4 or x = 2.
|
| 191 |
+
|
| 192 |
+
But for the box, I need to put it inside.
|
| 193 |
+
|
| 194 |
+
Perhaps the problem expects me to write the answer as per the equation.
|
| 195 |
+
|
| 196 |
+
Another idea: maybe they want the answer in a specific order, like ascending order.
|
| 197 |
+
|
| 198 |
+
So, -4 and 2.
|
| 199 |
+
|
| 200 |
+
So, I'll write -4 and 2.
|
| 201 |
+
|
| 202 |
+
But to be precise, I'll include the variable.
|
| 203 |
+
|
| 204 |
+
I think for the box, I'll put the values.
|
| 205 |
+
|
| 206 |
+
Let me see similar problems.
|
| 207 |
+
|
| 208 |
+
I recall that in some cases, they write "x = \text{value}".
|
| 209 |
+
|
| 210 |
+
But here, since there are two, I need to specify.
|
| 211 |
+
|
| 212 |
+
Perhaps I can write "x = -4 \text{ or } x = 2".
|
| 213 |
+
|
| 214 |
+
But for the box, I'll put that.
|
| 215 |
+
|
| 216 |
+
The instruction says "put the answer (and only answer) inside \boxed{}", so I think I should put the solution.
|
| 217 |
+
|
| 218 |
+
Perhaps they expect the answer as a number, but there are two.
|
| 219 |
+
|
| 220 |
+
Unless I made a mistake.
|
| 221 |
+
|
| 222 |
+
The equation is x^2 + 2x - 8 = 0, which is correct.
|
| 223 |
+
|
| 224 |
+
Maybe it's part of a larger problem, but no, it's given as is.
|
| 225 |
+
|
| 226 |
+
Perhaps I need to solve for x, and the answer is the values.
|
| 227 |
+
|
| 228 |
+
I think I'm fine.
|
| 229 |
+
|
| 230 |
+
So, I'll box the solutions.
|
| 231 |
+
|
| 232 |
+
So, the answer is x = -4 or x = 2.
|
| 233 |
+
|
| 234 |
+
For the box, I'll write \boxed{-4} and \boxed{2}, but that might be for separate boxes, but it's one answer.
|
| 235 |
+
|
| 236 |
+
I think it's better to write it as a pair or something.
|
| 237 |
+
|
| 238 |
+
I can write "x = -4 \text{ and } x = 2" but "and" might imply both, but it's or.
|
| 239 |
+
|
| 240 |
+
In math, it's clear.
|
| 241 |
+
|
| 242 |
+
To avoid confusion, I'll write the solution set.
|
| 243 |
+
|
| 244 |
+
So, \boxed{\{-4, 2\}}.
|
| 245 |
+
|
| 246 |
+
That might be acceptable.
|
| 247 |
+
|
| 248 |
+
Since it's an equation, the solution is the set of x that satisfy it.
|
| 249 |
+
|
| 250 |
+
I think that's fine.
|
| 251 |
+
|
| 252 |
+
Some people write "x = -4 or x = 2".
|
| 253 |
+
|
| 254 |
+
But for the box, I'll put the set.
|
| 255 |
+
|
| 256 |
+
I recall that in some textbooks, they list the values.
|
| 257 |
+
|
| 258 |
+
I think I'll do \boxed{-4} and \boxed{2}, but that's two boxes, but the instruction says "inside \boxed{}", singular, so one box.
|
| 259 |
+
|
| 260 |
+
So, I need one box.
|
| 261 |
+
|
| 262 |
+
So, \boxed{\text{ } -4 \text{ and } 2 \text{ }} or something.
|
| 263 |
+
|
| 264 |
+
To be neat, I'll write \boxed{-4, 2}.
|
| 265 |
+
|
| 266 |
+
But it might not be clear.
|
| 267 |
+
|
| 268 |
+
I can write "x = -4 \text{ or } x = 2" inside the box.
|
| 269 |
+
|
| 270 |
+
But that might be messy.
|
| 271 |
+
|
| 272 |
+
Another idea: since it's a quadratic, and I solved it, I can just state the roots.
|
| 273 |
+
|
| 274 |
+
I think for this context, it's okay.
|
| 275 |
+
|
| 276 |
+
Perhaps the problem is to find x, and I have it.
|
| 277 |
+
|
| 278 |
+
I'll go with \boxed{-4} and \boxed{2}, but since it's one answer, I'll put both in one box.
|
| 279 |
+
|
| 280 |
+
So, \boxed{-4 \text{ and } 2}.
|
| 281 |
+
|
| 282 |
+
To make it look better, \boxed{2,\ -4}.
|
| 283 |
+
|
| 284 |
+
But I think it's fine.
|
| 285 |
+
|
| 286 |
+
I recall that in the quadratic formula, I got x = [-2 ± 6]/2, which is 4/2=2 and -8/2=-4, so the values are 2 and -4.
|
| 287 |
+
|
| 288 |
+
So, I'll box 2 and -4.
|
| 289 |
+
|
| 290 |
+
But to specify, I'll write the solutions.
|
| 291 |
+
|
| 292 |
+
I think I'm ready.
|
| 293 |
+
|
| 294 |
+
So, the answer is x = -4 or x = 2.
|
| 295 |
+
|
| 296 |
+
For the box, I'll put \boxed{-4} and \boxed{2}, but that's two boxes.
|
| 297 |
+
|
| 298 |
+
The instruction says "inside \boxed{}", so one box.
|
| 299 |
+
|
| 300 |
+
So, I'll write \boxed{\text{ } -4 \text{ and } 2 \text{ }}.
|
| 301 |
+
|
| 302 |
+
To save space, \boxed{-4, 2}.
|
| 303 |
+
|
| 304 |
+
I think that's acceptable.
|
| 305 |
+
|
| 306 |
+
Some platforms use that.
|
| 307 |
+
|
| 308 |
+
So, I'll do that.
|
| 309 |
+
|
| 310 |
+
But let me confirm the equation once more.
|
| 311 |
+
|
| 312 |
+
x^2 + 2x - 8 = 0.
|
| 313 |
+
|
| 314 |
+
Multiply both sides by 4 to make it easier, but no need.
|
| 315 |
+
|
| 316 |
+
Or, complete the square.
|
| 317 |
+
|
| 318 |
+
x^2 + 2x = 8, then (x+1)^2 -1 =8, so (x+1)^2 =9, so x+1 = ±3, so x=2 or x=-4. Same thing.
|
| 319 |
+
|
| 320 |
+
So, no issue.
|
| 321 |
+
|
| 322 |
+
Therefore, the solutions are x = -4 and x = 2.
|
| 323 |
+
|
| 324 |
+
So, for the box, I'll put \boxed{-4} and \boxed{2}, but since it's one answer, I'll put both in one box.
|
| 325 |
+
|
| 326 |
+
Perhaps \boxed{2,\ -4}.
|
| 327 |
+
|
| 328 |
+
I think it's fine.
|
| 329 |
+
|
| 330 |
+
I'll write the answer as -4 and 2.
|
| 331 |
+
|
| 332 |
+
So, \boxed{-4 \text{ and } 2}
|
| 333 |
+
|
| 334 |
+
But to be precise, I'll use the set notation.
|
| 335 |
+
|
| 336 |
+
I think for this level, it's okay.
|
| 337 |
+
|
| 338 |
+
Another thought: the problem says "solve", and in some contexts, they might expect the answer as a number, but here there are two, so I need to include both.
|
| 339 |
+
|
| 340 |
+
Perhaps they want the product or sum, but no, it says solve the equation.
|
| 341 |
+
|
| 342 |
+
So, I think I'm good.
|
| 343 |
+
|
| 344 |
+
I'll go with \boxed{-4} and \boxed{2}, but since it's one box, I'll write \boxed{2,\ -4}.
|
| 345 |
+
|
| 346 |
+
Yes.
|
| 347 |
+
|
| 348 |
+
So, the final answer is 2 and -4.
|
| 349 |
+
|
| 350 |
+
To match the format, I'll put it as such.
|
| 351 |
+
</think>
|
| 352 |
+
The equation to solve is \(x^2 + 2x - 8 = 0\).
|
| 353 |
+
|
| 354 |
+
This is a quadratic equation in the form \(ax^2 + bx + c = 0\), where \(a = 1\), \(b = 2\), and \(c = -8\).
|
| 355 |
+
|
| 356 |
+
The solutions are found using the quadratic formula:
|
| 357 |
+
\[
|
| 358 |
+
x = \frac{-b \pm \sqrt{b^2 - 4ac}}{2a}
|
| 359 |
+
\]
|
| 360 |
+
|
| 361 |
+
Substitute the values:
|
| 362 |
+
\[
|
| 363 |
+
x = \frac{-2 \pm \sqrt{2^2 - 4(1)(-8)}}{2(1)} = \frac{-2 \pm \sqrt{4 + 32}}{2} = \frac{-2 \pm \sqrt{36}}{2} = \frac{-2 \pm 6}{2}
|
| 364 |
+
\]
|
| 365 |
+
|
| 366 |
+
This gives two solutions:
|
| 367 |
+
- \(x = \frac{-2 + 6}{2} = \frac{4}{2} = 2\)
|
| 368 |
+
- \(x = \frac{-2 - 6}{2} = \frac{-8}{2} = -4\)
|
| 369 |
+
|
| 370 |
+
Thus, the solutions are \(x = -4\) and \(x = 2\).
|
| 371 |
+
|
| 372 |
+
The answer is presented as the values of \(x\) that satisfy the equation.
|
| 373 |
+
|
| 374 |
+
\boxed{-4,\ 2}
|
| 375 |
+
|
| 376 |
+
```
|
| 377 |
+
|
| 378 |
+
</details>
|
| 379 |
+
|