dalai/alpaca.js

119 lines
4.7 KiB
JavaScript

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/candywrap/alpaca.cpp.git"
this.url = "https://github.com/ItsPi3141/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 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")
let url
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")
//)
url = "https://huggingface.co/Pi3141/alpaca-7B-ggml/resolve/main/ggml-model-q4_0.bin"
await this.root.down(url, 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")
)
*/
url = "https://huggingface.co/Pi3141/alpaca-13B-ggml/resolve/main/ggml-model-q4_0.bin"
await this.root.down(url, path.resolve(dir, "ggml-model-q4_0.bin"))
break;
case "30B":
url = "https://huggingface.co/Pi3141/alpaca-30B-ggml/resolve/main/ggml-model-q4_0.bin"
await this.root.down(url, path.resolve(dir, "ggml-model-q4_0.bin"))
break;
default:
console.log("Select either model 7B, 13B, or 30B")
break;
}
}
}
}
}
module.exports = Alpaca