File size: 19,444 Bytes
31b13da f9fe51a 31b13da d6f9fc9 31b13da 051c520 31b13da 8fe7106 31b13da 051c520 31b13da c2f1041 31b13da 8fe7106 31b13da 051c520 c2f1041 051c520 8fe7106 f9fe51a 8fe7106 051c520 c2f1041 051c520 8fe7106 051c520 31b13da c2f1041 31b13da c2f1041 f9fe51a c2f1041 31b13da 8fe7106 051c520 31b13da 14f433b 31b13da 051c520 31b13da aa4db22 31b13da c2f1041 31b13da c2f1041 f9fe51a 8fe7106 f9fe51a 8fe7106 f9fe51a c2f1041 159f74b c2f1041 f9fe51a c2f1041 8fe7106 c2f1041 31b13da f9fe51a 8fe7106 f9fe51a 8fe7106 31b13da 8fe7106 31b13da 8fe7106 31b13da 051c520 8fe7106 051c520 f9fe51a 8fe7106 051c520 31b13da faa4a6f 8fe7106 faa4a6f 31b13da 051c520 c2f1041 8fe7106 31b13da 051c520 31b13da 8fe7106 31b13da 051c520 f9fe51a 31b13da 051c520 31b13da 051c520 31b13da 051c520 31b13da 455bf87 31b13da 455bf87 051c520 455bf87 051c520 455bf87 051c520 455bf87 051c520 455bf87 051c520 455bf87 051c520 455bf87 051c520 455bf87 051c520 455bf87 051c520 455bf87 31b13da 051c520 31b13da 8fe7106 051c520 8fe7106 31b13da d6f9fc9 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 |
<html>
<head>
<meta content="text/html;charset=utf-8" http-equiv="Content-Type" />
<title>Candle Phi 1.5 / Phi 2.0 Rust/WASM</title>
</head>
<body></body>
</html>
<!DOCTYPE html>
<html>
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<link
rel="stylesheet"
href="https://cdn.jsdelivr.net/gh/highlightjs/[email protected]/build/styles/default.min.css"
/>
<style>
@import url("https://fonts.googleapis.com/css2?family=Source+Code+Pro:wght@200;300;400&family=Source+Sans+3:wght@100;200;300;400;500;600;700;800;900&display=swap");
html,
body {
font-family: "Source Sans 3", sans-serif;
}
code,
output,
select,
pre {
font-family: "Source Code Pro", monospace;
}
</style>
<style type="text/tailwindcss">
.link {
@apply underline hover:text-blue-500 hover:no-underline;
}
</style>
<script src="https://cdn.tailwindcss.com"></script>
<script type="module">
import snarkdown from "https://cdn.skypack.dev/snarkdown";
import hljs from "https://cdn.skypack.dev/highlight.js";
// models base url
const MODELS = {
phi_1_5_q4k: {
base_url:
"https://huggingface.co/lmz/candle-quantized-phi/resolve/main/",
model: "model-q4k.gguf",
tokenizer: "tokenizer.json",
config: "phi-1_5.json",
quantized: true,
seq_len: 2048,
size: "800 MB",
},
phi_1_5_q80: {
base_url:
"https://huggingface.co/lmz/candle-quantized-phi/resolve/main/",
model: "model-q80.gguf",
tokenizer: "tokenizer.json",
config: "phi-1_5.json",
quantized: true,
seq_len: 2048,
size: "1.51 GB",
},
phi_2_0_q4k: {
base_url:
"https://huggingface.co/radames/phi-2-quantized/resolve/main/",
model: [
"model-v2-q4k.gguf_aa.part",
"model-v2-q4k.gguf_ab.part",
"model-v2-q4k.gguf_ac.part",
],
tokenizer: "tokenizer.json",
config: "config.json",
quantized: true,
seq_len: 2048,
size: "1.57GB",
},
puffin_phi_v2_q4k: {
base_url:
"https://huggingface.co/lmz/candle-quantized-phi/resolve/main/",
model: "model-puffin-phi-v2-q4k.gguf",
tokenizer: "tokenizer-puffin-phi-v2.json",
config: "puffin-phi-v2.json",
quantized: true,
seq_len: 2048,
size: "798 MB",
},
puffin_phi_v2_q80: {
base_url:
"https://huggingface.co/lmz/candle-quantized-phi/resolve/main/",
model: "model-puffin-phi-v2-q80.gguf",
tokenizer: "tokenizer-puffin-phi-v2.json",
config: "puffin-phi-v2.json",
quantized: true,
seq_len: 2048,
size: "1.50 GB",
},
};
const TEMPLATES = [
{
title: "Simple prompt",
prompt: `Sebastien is in London today, it’s the middle of July yet it’s raining, so Sebastien is feeling gloomy. He`,
},
{
title: "Think step by step",
prompt: `Suppose Alice originally had 3 apples, then Bob gave Alice 7 apples, then Alice gave Cook 5 apples, and then Tim gave Alice 3x the amount of apples Alice had. How many apples does Alice have now?
Let’s think step by step.`,
},
{
title: "Explaing a code snippet",
prompt: `What does this script do?
\`\`\`python
s = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
s.bind(('', 0))
s.listen(1)
conn, addr = s.accept()
print('Connected by', addr)
return conn.getsockname()[1]
\`\`\`
Let’s think step by step.`,
},
{
title: "Question answering",
prompt: `Instruct: What is the capital of France?
Output:`,
},
{
title: "Chat mode",
prompt: `Alice: Can you tell me how to create a python application to go through all the files
in one directory where the file’s name DOES NOT end with '.json'?
Bob:`,
},
{
title: "Python code completion",
prompt: `"""write a python function called batch(function, list) which call function(x) for x in
list in parallel"""
Solution:`,
},
{
title: "Python Sample",
prompt: `"""Can you make sure those histograms appear side by side on the same plot:
\`\`\`python
plt.hist(intreps_retrained[0][1].view(64,-1).norm(dim=1).detach().cpu().numpy(), bins = 20)
plt.hist(intreps_pretrained[0][1].view(64,-1).norm(dim=1).detach().cpu().numpy(), bins = 20)
\`\`\`
"""`,
},
{
title: "Write a Twitter post",
prompt: `Write a twitter post for the discovery of gravitational wave.
Twitter Post:`,
},
{
title: "Write a review",
prompt: `Write a polite review complaining that the video game 'Random Game' was too badly optimized and it burned my laptop.
Very polite review:`,
},
];
const phiWorker = new Worker("./phiWorker.js", {
type: "module",
});
async function generateSequence(controller) {
const getValue = (id) => document.querySelector(`#${id}`).value;
const modelID = getValue("model");
const model = MODELS[modelID];
const weightsURL =
model.model instanceof Array
? model.model.map((m) => model.base_url + m)
: model.base_url + model.model;
const tokenizerURL = model.base_url + model.tokenizer;
const configURL = model.base_url + model.config;
const prompt = getValue("prompt").trim();
const temperature = getValue("temperature");
const topP = getValue("top-p");
const repeatPenalty = getValue("repeat_penalty");
const seed = getValue("seed");
const maxSeqLen = getValue("max-seq");
function updateStatus(data) {
const outStatus = document.querySelector("#output-status");
const outGen = document.querySelector("#output-generation");
const outCounter = document.querySelector("#output-counter");
switch (data.status) {
case "loading":
outStatus.hidden = false;
outStatus.textContent = data.message;
outGen.hidden = true;
outCounter.hidden = true;
break;
case "generating":
const { message, prompt, sentence, tokensSec, totalTime } = data;
outStatus.hidden = true;
outCounter.hidden = false;
outGen.hidden = false;
outGen.innerHTML = snarkdown(prompt + sentence);
outCounter.innerHTML = `${(totalTime / 1000).toFixed(
2
)}s (${tokensSec.toFixed(2)} tok/s)`;
hljs.highlightAll();
break;
case "complete":
outStatus.hidden = true;
outGen.hidden = false;
break;
}
}
return new Promise((resolve, reject) => {
phiWorker.postMessage({
weightsURL,
modelID,
tokenizerURL,
configURL,
quantized: model.quantized,
prompt,
temp: temperature,
top_p: topP,
repeatPenalty,
seed: seed,
maxSeqLen,
command: "start",
});
const handleAbort = () => {
phiWorker.postMessage({ command: "abort" });
};
const handleMessage = (event) => {
const { status, error, message, prompt, sentence } = event.data;
if (status) updateStatus(event.data);
if (error) {
phiWorker.removeEventListener("message", handleMessage);
reject(new Error(error));
}
if (status === "aborted") {
phiWorker.removeEventListener("message", handleMessage);
resolve(event.data);
}
if (status === "complete") {
phiWorker.removeEventListener("message", handleMessage);
resolve(event.data);
}
};
controller.signal.addEventListener("abort", handleAbort);
phiWorker.addEventListener("message", handleMessage);
});
}
const form = document.querySelector("#form");
const prompt = document.querySelector("#prompt");
const clearBtn = document.querySelector("#clear-btn");
const runBtn = document.querySelector("#run");
const modelSelect = document.querySelector("#model");
const promptTemplates = document.querySelector("#prompt-templates");
let runController = new AbortController();
let isRunning = false;
document.addEventListener("DOMContentLoaded", () => {
for (const [id, model] of Object.entries(MODELS)) {
const option = document.createElement("option");
option.value = id;
option.innerText = `${id} (${model.size})`;
modelSelect.appendChild(option);
}
const query = new URLSearchParams(window.location.search);
const modelID = query.get("model");
if (modelID) {
modelSelect.value = modelID;
} else {
modelSelect.value = "phi_1_5_q4k";
}
for (const [i, { title, prompt }] of TEMPLATES.entries()) {
const div = document.createElement("div");
const input = document.createElement("input");
input.type = "radio";
input.name = "task";
input.id = `templates-${i}`;
input.classList.add("font-light", "cursor-pointer");
input.value = prompt;
const label = document.createElement("label");
label.htmlFor = `templates-${i}`;
label.classList.add("cursor-pointer");
label.innerText = title;
div.appendChild(input);
div.appendChild(label);
promptTemplates.appendChild(div);
}
});
promptTemplates.addEventListener("change", (e) => {
const template = e.target.value;
prompt.value = template;
prompt.style.height = "auto";
prompt.style.height = prompt.scrollHeight + "px";
runBtn.disabled = false;
clearBtn.classList.remove("invisible");
});
modelSelect.addEventListener("change", (e) => {
const query = new URLSearchParams(window.location.search);
query.set("model", e.target.value);
window.history.replaceState(
{},
"",
`${window.location.pathname}?${query}`
);
window.parent.postMessage({ queryString: "?" + query }, "*");
const model = MODELS[e.target.value];
document.querySelector("#max-seq").max = model.seq_len;
document.querySelector("#max-seq").nextElementSibling.value = 200;
});
form.addEventListener("submit", async (e) => {
e.preventDefault();
if (isRunning) {
stopRunning();
} else {
startRunning();
await generateSequence(runController);
stopRunning();
}
});
function startRunning() {
isRunning = true;
runBtn.textContent = "Stop";
}
function stopRunning() {
runController.abort();
runController = new AbortController();
runBtn.textContent = "Run";
isRunning = false;
}
clearBtn.addEventListener("click", (e) => {
e.preventDefault();
prompt.value = "";
clearBtn.classList.add("invisible");
runBtn.disabled = true;
stopRunning();
});
prompt.addEventListener("input", (e) => {
runBtn.disabled = false;
if (e.target.value.length > 0) {
clearBtn.classList.remove("invisible");
} else {
clearBtn.classList.add("invisible");
}
});
</script>
</head>
<body class="container max-w-4xl mx-auto p-4 text-gray-800">
<main class="grid grid-cols-1 gap-8 relative">
<span class="absolute text-5xl -ml-[1em]"> 🕯️ </span>
<div>
<h1 class="text-5xl font-bold">Candle Phi 1.5 / Phi 2.0</h1>
<h2 class="text-2xl font-bold">Rust/WASM Demo</h2>
<p class="max-w-lg">
The
<a
href="https://huggingface.co/microsoft/phi-1_5"
class="link"
target="_blank"
>Phi-1.5</a
>
and
<a
href="https://huggingface.co/microsoft/phi-2"
class="link"
target="_blank"
>Phi-2</a
>
models achieve state-of-the-art performance with only 1.3 billion and
2.7 billion parameters, compared to larger models with up to 13
billion parameters. Here you can try the quantized versions.
Additional prompt examples are available in the
<a
href="https://arxiv.org/pdf/2309.05463.pdf#page=8"
class="link"
target="_blank"
>
technical report </a
>.
</p>
<p class="max-w-lg">
You can also try
<a
href="https://huggingface.co/teknium/Puffin-Phi-v2"
class="link"
target="_blank"
>Puffin-Phi V2
</a>
quantized version, a fine-tuned version of Phi-1.5 on the
<a
href="https://huggingface.co/datasets/LDJnr/Puffin"
class="link"
target="_blank"
>Puffin dataset
</a>
</p>
</div>
<div>
<p class="text-xs italic max-w-lg">
<b>Note:</b>
When first run, the app will download and cache the model, which could
take a few minutes. The models are <b>~800MB</b> or <b>~1.57GB</b> in
size.
</p>
</div>
<div>
<label for="model" class="font-medium">Models Options: </label>
<select
id="model"
class="border-2 border-gray-500 rounded-md font-light"
></select>
</div>
<div>
<details>
<summary class="font-medium cursor-pointer">Prompt Templates</summary>
<form
id="prompt-templates"
class="grid grid-cols-1 sm:grid-cols-2 gap-1 my-2"
></form>
</details>
</div>
<form
id="form"
class="flex text-normal px-1 py-1 border border-gray-700 rounded-md items-center"
>
<input type="submit" hidden />
<textarea
type="text"
id="prompt"
class="font-light text-lg w-full px-3 py-2 mx-1 resize-none outline-none"
oninput="this.style.height = 0;this.style.height = this.scrollHeight + 'px'"
placeholder="Add your prompt here..."
>
Instruct: Write a detailed analogy between mathematics and a lighthouse.
Output:</textarea
>
<button id="clear-btn">
<svg
fill="none"
xmlns="http://www.w3.org/2000/svg"
width="40"
viewBox="0 0 70 40"
>
<path opacity=".5" d="M39 .2v40.2" stroke="#1F2937" />
<path
d="M1.5 11.5 19 29.1m0-17.6L1.5 29.1"
opacity=".5"
stroke="#1F2937"
stroke-width="2"
/>
</svg>
</button>
<button
id="run"
class="bg-gray-700 hover:bg-gray-800 text-white font-normal py-2 w-16 rounded disabled:bg-gray-300 disabled:cursor-not-allowed"
>
Run
</button>
</form>
<details>
<summary class="font-medium cursor-pointer">Advanced Options</summary>
<div class="grid grid-cols-3 max-w-md items-center gap-3 py-3">
<label class="text-sm font-medium" for="max-seq"
>Maximum length
</label>
<input
type="range"
id="max-seq"
name="max-seq"
min="1"
max="2048"
step="1"
value="200"
oninput="this.nextElementSibling.value = Number(this.value)"
/>
<output
class="text-xs w-[50px] text-center font-light px-1 py-1 border border-gray-700 rounded-md"
>
200</output
>
<label class="text-sm font-medium" for="temperature"
>Temperature</label
>
<input
type="range"
id="temperature"
name="temperature"
min="0"
max="2"
step="0.01"
value="0.00"
oninput="this.nextElementSibling.value = Number(this.value).toFixed(2)"
/>
<output
class="text-xs w-[50px] text-center font-light px-1 py-1 border border-gray-700 rounded-md"
>
0.00</output
>
<label class="text-sm font-medium" for="top-p">Top-p</label>
<input
type="range"
id="top-p"
name="top-p"
min="0"
max="1"
step="0.01"
value="1.00"
oninput="this.nextElementSibling.value = Number(this.value).toFixed(2)"
/>
<output
class="text-xs w-[50px] text-center font-light px-1 py-1 border border-gray-700 rounded-md"
>
1.00</output
>
<label class="text-sm font-medium" for="repeat_penalty"
>Repeat Penalty</label
>
<input
type="range"
id="repeat_penalty"
name="repeat_penalty"
min="1"
max="2"
step="0.01"
value="1.10"
oninput="this.nextElementSibling.value = Number(this.value).toFixed(2)"
/>
<output
class="text-xs w-[50px] text-center font-light px-1 py-1 border border-gray-700 rounded-md"
>1.10</output
>
<label class="text-sm font-medium" for="seed">Seed</label>
<input
type="number"
id="seed"
name="seed"
value="299792458"
class="font-light border border-gray-700 text-right rounded-md p-2"
/>
<button
id="run"
onclick="document.querySelector('#seed').value = Math.floor(Math.random() * Number.MAX_SAFE_INTEGER)"
class="bg-gray-700 hover:bg-gray-800 text-white font-normal py-1 w-[50px] rounded disabled:bg-gray-300 disabled:cursor-not-allowed text-sm"
>
Rand
</button>
</div>
</details>
<div>
<h3 class="font-medium">Generation:</h3>
<div
class="min-h-[250px] bg-slate-100 text-gray-500 p-4 rounded-md flex flex-col gap-2"
>
<div
id="output-counter"
hidden
class="ml-auto font-semibold grid-rows-1"
></div>
<p hidden id="output-generation" class="grid-rows-2 text-lg"></p>
<span id="output-status" class="m-auto font-light"
>No output yet</span
>
</div>
</div>
</main>
</body>
</html>
|