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  1. .dockerignore +2 -0
  2. .gitignore +4 -0
  3. .nvmrc +1 -0
  4. Dockerfile +30 -0
  5. LICENSE.txt +201 -0
  6. README.md +62 -0
  7. package-lock.json +949 -0
  8. package.json +21 -0
  9. public/README.md +1 -0
  10. src/index.mts +33 -0
  11. tsconfig.json +12 -0
.dockerignore ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ node_modules
2
+ npm-debug.log
.gitignore ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ node_modules
2
+ *.log
3
+ *.bin
4
+ .DS_Store
.nvmrc ADDED
@@ -0,0 +1 @@
 
 
1
+ v18.16.0
Dockerfile ADDED
@@ -0,0 +1,30 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ FROM node:18
2
+
3
+ # Set up a new user named "user" with user ID 1000
4
+ RUN useradd -o -u 1000 user
5
+
6
+ # Switch to the "user" user
7
+ USER user
8
+
9
+ # Set home to the user's home directory
10
+ ENV HOME=/home/user \
11
+ PATH=/home/user/.local/bin:$PATH
12
+
13
+ # Set the working directory to the user's home directory
14
+ WORKDIR $HOME/app
15
+
16
+ # Install app dependencies
17
+ # A wildcard is used to ensure both package.json AND package-lock.json are copied
18
+ # where available (npm@5+)
19
+ COPY --chown=user package*.json $HOME/app
20
+
21
+ RUN npm install
22
+
23
+ # Install ctransformers
24
+ RUN pip install ctransformers
25
+
26
+ # Copy the current directory contents into the container at $HOME/app setting the owner to the user
27
+ COPY --chown=user . $HOME/app
28
+
29
+ EXPOSE 7860
30
+ CMD [ "npm", "run", "start" ]
LICENSE.txt ADDED
@@ -0,0 +1,201 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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README.md ADDED
@@ -0,0 +1,62 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ title: Template Node CTransformers Express
3
+ emoji: 🐍
4
+ colorFrom: yellow
5
+ colorTo: green
6
+ sdk: docker
7
+ pinned: false
8
+ app_port: 7860
9
+ ---
10
+
11
+ A minimalist Docker space to help people getting started with Node, CTransformers (through Pythonia), Express and TypeScript.
12
+ Ready to be used in a Hugging Face Space.
13
+
14
+ ## Installation
15
+
16
+ ### Prerequisites
17
+
18
+ - Install NVM: https://github.com/nvm-sh/nvm
19
+ - Install Docker https://www.docker.com
20
+
21
+ ### CTransformers
22
+
23
+ This projects relies on CTransformers called through Pythonia.
24
+
25
+
26
+
27
+ To install ctransformers:
28
+
29
+ ```bash
30
+ pip install ctransformers
31
+ # or this, depending on your Python environment:
32
+ # pip3 install ctransformers
33
+ ```
34
+
35
+ For GPU (CUDA) support set environment variable CT_CUBLAS=1 and install from source using:
36
+
37
+ ```bash
38
+ CT_CUBLAS=1 pip install ctransformers --no-binary ctransformers
39
+ # or this, depending on your Python environment:
40
+ # CT_CUBLAS=1 pip3 install ctransformers --no-binary ctransformers
41
+ ```
42
+
43
+ ### Building and run without Docker
44
+
45
+ ```bash
46
+ nvm use
47
+ npm i
48
+ npm run start
49
+ ```
50
+
51
+ ### Building and running with Docker
52
+
53
+ ```bash
54
+ npm run docker
55
+ ```
56
+
57
+ This script is a shortcut executing the following commands:
58
+
59
+ ```bash
60
+ docker build -t template-node-python-express .
61
+ docker run -it -p 7860:7860 template-node-python-express
62
+ ```
package-lock.json ADDED
@@ -0,0 +1,949 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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package.json ADDED
@@ -0,0 +1,21 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "template-node-ctransformers-express",
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+ "version": "1.0.0",
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+ "description": "A minimalist Docker project to help people getting started with Node, CTransformers, Express and TypeScript",
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+ "main": "src/index.mts",
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+ "scripts": {
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+ "start": "node --loader ts-node/esm src/index.mts",
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+ "docker": "npm run docker:build && npm run docker:run",
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+ "docker:build": "docker build -t template-node-ctransformers-express .",
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+ "docker:run": "docker run -it -p 7860:7860 template-node-ctransformers-express"
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+
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+ },
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+ "author": "Julian Bilcke <[email protected]>",
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+ "license": "Apache License",
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+ "dependencies": {
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+ "@types/express": "^4.17.17",
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+ "express": "^4.18.2",
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+ "pythonia": "^1.0.2",
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+ "ts-node": "^10.9.1"
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+ }
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+ }
public/README.md ADDED
@@ -0,0 +1 @@
 
 
1
+ Put public file assets here.
src/index.mts ADDED
@@ -0,0 +1,33 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import express from 'express'
2
+ import { python } from 'pythonia'
3
+
4
+ // make it easier to import local Python modules (optional)
5
+ const sys = await python('sys')
6
+ await sys.path.insert(0, '.')
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+
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+ const { AutoModelForCausalLM } = await python('ctransformers')
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+ const llm = await AutoModelForCausalLM.from_pretrained$('marella/gpt-2-ggml', { lib: 'avx' })
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+
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+ const app = express()
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+ const port = 7860
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+
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+ app.get('/', async (req, res) => {
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+ const prompt = '<html><head><title>My Favorite Cookie Recipe</title></head><body><div><p>'
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+ res.write(prompt)
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+ const raw = await llm(prompt)
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+ const output = raw.split('</html>')
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+ res.write(output + '</html>')
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+ res.end()
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+ })
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+
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+ process.on('SIGINT', () => {
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+ try {
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+ (python as any).exit()
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+ } catch (err) {
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+ // exiting Pythonia can get a bit messy: try/catch or not,
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+ // you *will* see warnings and tracebacks in the console
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+ }
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+ process.exit(0)
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+ })
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+
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+ app.listen(port, () => { console.log(`Open http://localhost:${port}`) })
tsconfig.json ADDED
@@ -0,0 +1,12 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
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+ "compilerOptions": {
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+ "allowJs": true,
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+ "esModuleInterop": true,
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+ "allowSyntheticDefaultImports": true,
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+ "module": "nodenext",
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+ "noEmit": true,
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+ "allowImportingTsExtensions": true,
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+ "target": "es2017"
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+ },
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+ "include": ["**/*.ts", "**/*.mts"],
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+ }