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alpaca.js
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alpaca.js
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const path = require("path");
const term = require("terminal-kit").terminal;
const git = require("isomorphic-git");
const Downloader = require("nodejs-file-downloader");
const http = require("isomorphic-git/http/node");
const os = require("os");
const fs = require("fs");
const platform = os.platform();
class Alpaca {
constructor(root) {
this.root = root;
this.home = path.resolve(this.root.home, "alpaca");
this.url = "https://github.com/ItsPi3141/alpaca.cpp.git";
// this.url = "https://github.com/candywrap/alpaca.cpp.git";
// this.url = "https://github.com/matbee-eth/alpaca.cpp";
}
async make() {
let success;
if (platform === "win32") {
// CMake on Windows
const venv_path = path.join(this.root.home, "venv");
const cmake_path = path.join(venv_path, "Scripts", "cmake");
await this.root.exec("mkdir build", this.home);
await this.root.exec(
`Remove-Item -path ${path.resolve(
this.home,
"build",
"CMakeCache.txt"
)}`,
this.home
);
let PS_COUNTER = 0;
await this.root.exec(
`${cmake_path} ..`,
path.resolve(this.home, "build"),
(proc, data) => {
console.log("#", data);
if (/^PS .*/.test(data)) {
PS_COUNTER++;
if (PS_COUNTER >= 2) {
console.log("KILL");
proc.kill();
}
}
}
);
PS_COUNTER = 0;
await this.root.exec(
`${cmake_path} --build . --config Release`,
path.resolve(this.home, "build"),
(proc, data) => {
console.log("#", data);
if (/^PS .*/.test(data)) {
PS_COUNTER++;
if (PS_COUNTER >= 2) {
console.log("KILL2");
proc.kill();
}
}
}
);
} else {
// Make on linux + mac
success = await this.root.exec(`make`, this.home);
if (!success) {
throw new Error("running 'make' failed");
}
}
}
async add(...models) {
models = models.map((m) => {
return m.toUpperCase();
});
console.log("alpaca.add", models);
for (let model of models) {
const venv_path = path.join(this.root.home, "venv");
const python_path =
platform == "win32"
? path.join(venv_path, "Scripts", "python.exe")
: path.join(venv_path, "bin", "python");
/**************************************************************************************************************
*
* 5. Download models + convert + quantize
*
**************************************************************************************************************/
const outputFile = path.resolve(
this.home,
"models",
model,
"ggml-model-q4_0.bin"
);
if (fs.existsSync(outputFile)) {
console.log(`Skip conversion, file already exists: ${outputFile}`);
} else {
const task = `downloading ${outputFile}`;
const dir = path.resolve(this.home, "models", model);
console.log("dir", dir);
await fs.promises.mkdir(dir, { recursive: true }).catch((e) => {
console.log("mkdir", e);
});
console.log("downloading torrent");
switch (model) {
case "7B":
await this.root.torrent.add(
"magnet:?xt=urn:btih:5aaceaec63b03e51a98f04fd5c42320b2a033010&dn=ggml-alpaca-7b-q4.bin&tr=udp%3A%2F%2Ftracker.opentrackr.org%3A1337%2Fannounce&tr=udp%3A%2F%2Fopentracker.i2p.rocks%3A6969%2Fannounce",
dir
);
console.log("renaming");
await fs.promises.rename(
path.resolve(dir, "ggml-alpaca-7b-q4.bin"),
path.resolve(dir, "ggml-model-q4_0.bin")
);
break;
case "13B":
await this.root.torrent.add(
"magnet:?xt=urn:btih:053b3d54d2e77ff020ebddf51dad681f2a651071&dn=ggml-alpaca-13b-q4.bin&tr=udp%3A%2F%2Ftracker.opentrackr.org%3A1337%2Fannounce&tr=udp%3A%2F%2Fopentracker.i2p.rocks%3A6969%2Fannounce&tr=udp%3A%2F%2Ftracker.openbittorrent.com%3A6969%2Fannounce&tr=udp%3A%2F%2F9.rarbg.com%3A2810%2Fannounce",
dir
);
console.log("renaming");
await fs.promises.rename(
path.resolve(dir, "ggml-alpaca-13b-q4.bin"),
path.resolve(dir, "ggml-model-q4_0.bin")
);
break;
default:
console.log("Select either model 7B or 13B");
break;
}
}
}
}
}
module.exports = Alpaca;