From ced282d8aab12199959a7e322578d257bd5c6806 Mon Sep 17 00:00:00 2001 From: Jaime Ramirez Date: Fri, 14 May 2021 18:38:45 +0200 Subject: [PATCH] Trained first GTP2 --- .gitignore | 14 +- build_dataset.py | 59 + data/.gitignore | 3 + dataset.py | 58 - extension/rht-text-generator/.eslintrc.json | 22 + extension/rht-text-generator/.vscodeignore | 11 + extension/rht-text-generator/CHANGELOG.md | 9 + extension/rht-text-generator/README.md | 70 + .../rht-text-generator/package-lock.json | 2062 +++++++++++++++++ extension/rht-text-generator/package.json | 40 + extension/rht-text-generator/src/extension.ts | 94 + .../rht-text-generator/src/test/runTest.ts | 23 + .../src/test/suite/extension.test.ts | 15 + .../src/test/suite/index.ts | 38 + extension/rht-text-generator/src/triggers.ts | 33 + extension/rht-text-generator/tsconfig.json | 21 + .../vsc-extension-quickstart.md | 42 + model.py | 33 - predict.py | 19 - predict_clm.py | 18 + requirements.txt | 85 + serve.py | 44 + train | 16 + train.py | 59 - train_clm.py | 465 ++++ 25 files changed, 3183 insertions(+), 170 deletions(-) create mode 100644 build_dataset.py create mode 100644 data/.gitignore delete mode 100644 dataset.py create mode 100644 extension/rht-text-generator/.eslintrc.json create mode 100644 extension/rht-text-generator/.vscodeignore create mode 100644 extension/rht-text-generator/CHANGELOG.md create mode 100644 extension/rht-text-generator/README.md create mode 100644 extension/rht-text-generator/package-lock.json create mode 100644 extension/rht-text-generator/package.json create mode 100644 extension/rht-text-generator/src/extension.ts create mode 100644 extension/rht-text-generator/src/test/runTest.ts create mode 100644 extension/rht-text-generator/src/test/suite/extension.test.ts create mode 100644 extension/rht-text-generator/src/test/suite/index.ts create mode 100644 extension/rht-text-generator/src/triggers.ts create mode 100644 extension/rht-text-generator/tsconfig.json create mode 100644 extension/rht-text-generator/vsc-extension-quickstart.md delete mode 100644 model.py delete mode 100644 predict.py create mode 100644 predict_clm.py create mode 100644 requirements.txt create mode 100644 serve.py create mode 100755 train delete mode 100644 train.py create mode 100755 train_clm.py diff --git a/.gitignore b/.gitignore index 05ad6c2..03a1296 100644 --- a/.gitignore +++ b/.gitignore @@ -138,4 +138,16 @@ dmypy.json cython_debug/ dataset.csv -model.torch \ No newline at end of file +model.torch + + +# Extension +out/ +node_modules/ + +# Editor +.vscode + +# Training +.output +runs diff --git a/build_dataset.py b/build_dataset.py new file mode 100644 index 0000000..224d994 --- /dev/null +++ b/build_dataset.py @@ -0,0 +1,59 @@ +import os +import re +from pathlib import Path +import pandas as pd +import random + +from sklearn.utils import validation + + +TRAIN_PATH = "data/dataset_train.txt" +VALIDATION_PATH = "data/dataset_validation.txt" + + +def parse_sections(f): + sections = [] + for line in f: + line = line.rstrip() + + if (line.startswith("//") + or line.startswith("ifndef") + or line.startswith(":experiment")): + continue + + if re.match(r"^=+ \w+", line): + sections.append(line) + else: + try: + sections[-1] += "\n" + line + except IndexError: + pass + + return sections + + +sections = [] + +# Find adoc files +home = str(Path.home()) +coursedir = os.path.join(home, "Desarrollo") + +for dirpath, dnames, fnames in os.walk(coursedir): + for f in fnames: + if (f.endswith(".adoc") and + "guides" in dirpath and + "en-US" in dirpath): + filepath = os.path.join(dirpath, f) + print(filepath) + with open(filepath, "r") as f: + sections += parse_sections(f) + +random.Random(42).shuffle(sections) +num_sections = len(sections) +train_size = int(num_sections * 0.8) + +with open(TRAIN_PATH, "w") as f: + f.write("\n".join(sections[:train_size])) + +with open(VALIDATION_PATH, "w") as f: + f.write("\n".join(sections[train_size:])) diff --git a/data/.gitignore b/data/.gitignore new file mode 100644 index 0000000..e7a210e --- /dev/null +++ b/data/.gitignore @@ -0,0 +1,3 @@ +* +*/ +!.gitignore \ No newline at end of file diff --git a/dataset.py b/dataset.py deleted file mode 100644 index b6853c1..0000000 --- a/dataset.py +++ /dev/null @@ -1,58 +0,0 @@ -import os -from pathlib import Path -import torch -import pandas as pd -from collections import Counter - -try: - train_df = pd.read_csv("dataset.csv") -except FileNotFoundError: - lines = [] - - # Find adoc files - home = str(Path.home()) - coursedir = os.path.join(home, "Desarrollo") - - for dirpath, dnames, fnames in os.walk(coursedir): - for f in fnames: - if f.endswith("-content.adoc"): - filepath = os.path.join(dirpath, f) - print(filepath) - with open(filepath) as f: - flines = [line.lower().replace("\n", "") for line in f.readlines()] - lines += [f for f in flines if f] - - train_df = pd.DataFrame(lines, columns=["Text"]) - train_df.to_csv("dataset.csv") - -print("Dataset read") - - -class Dataset(torch.utils.data.Dataset): - def __init__( - self, - args, - ): - self.args = args - self.words = self.load_words() - self.uniq_words = self.get_uniq_words() - self.index_to_word = {index: word for index, word in enumerate(self.uniq_words)} - self.word_to_index = {word: index for index, word in enumerate(self.uniq_words)} - self.words_indexes = [self.word_to_index[w] for w in self.words] - - def load_words(self): - text = train_df["Text"].str.cat(sep=" ") - return text.split(" ") - - def get_uniq_words(self): - word_counts = Counter(self.words) - return sorted(word_counts, key=word_counts.get, reverse=True) - - def __len__(self): - return len(self.words_indexes) - self.args.sequence_length - - def __getitem__(self, index): - return ( - torch.tensor(self.words_indexes[index:index+self.args.sequence_length]), - torch.tensor(self.words_indexes[index+1:index+self.args.sequence_length+1]), - ) diff --git a/extension/rht-text-generator/.eslintrc.json b/extension/rht-text-generator/.eslintrc.json new file mode 100644 index 0000000..9123b6f --- /dev/null +++ b/extension/rht-text-generator/.eslintrc.json @@ -0,0 +1,22 @@ +{ + "root": true, + "parser": "@typescript-eslint/parser", + "parserOptions": { + "ecmaVersion": 6, + "sourceType": "module" + }, + "plugins": [ + "@typescript-eslint" + ], + "rules": { + "@typescript-eslint/naming-convention": "warn", + "@typescript-eslint/semi": "warn", + "curly": "warn", + "eqeqeq": "warn", + "no-throw-literal": "warn", + "semi": "off" + }, + "ignorePatterns": [ + "**/*.d.ts" + ] +} diff --git a/extension/rht-text-generator/.vscodeignore b/extension/rht-text-generator/.vscodeignore new file mode 100644 index 0000000..0a5a2bf --- /dev/null +++ b/extension/rht-text-generator/.vscodeignore @@ -0,0 +1,11 @@ +.vscode/** +.vscode-test/** +out/test/** +src/** +.gitignore +.yarnrc +vsc-extension-quickstart.md +**/tsconfig.json +**/.eslintrc.json +**/*.map +**/*.ts diff --git a/extension/rht-text-generator/CHANGELOG.md b/extension/rht-text-generator/CHANGELOG.md new file mode 100644 index 0000000..273fadd --- /dev/null +++ b/extension/rht-text-generator/CHANGELOG.md @@ -0,0 +1,9 @@ +# Change Log + +All notable changes to the "rht-text-generator" extension will be documented in this file. + +Check [Keep a Changelog](http://keepachangelog.com/) for recommendations on how to structure this file. + +## [Unreleased] + +- Initial release \ No newline at end of file diff --git a/extension/rht-text-generator/README.md b/extension/rht-text-generator/README.md new file mode 100644 index 0000000..98c2691 --- /dev/null +++ b/extension/rht-text-generator/README.md @@ -0,0 +1,70 @@ +# rht-text-generator README + +This is the README for your extension "rht-text-generator". After writing up a brief description, we recommend including the following sections. + +## Features + +Describe specific features of your extension including screenshots of your extension in action. Image paths are relative to this README file. + +For example if there is an image subfolder under your extension project workspace: + +\!\[feature X\]\(images/feature-x.png\) + +> Tip: Many popular extensions utilize animations. This is an excellent way to show off your extension! We recommend short, focused animations that are easy to follow. + +## Requirements + +If you have any requirements or dependencies, add a section describing those and how to install and configure them. + +## Extension Settings + +Include if your extension adds any VS Code settings through the `contributes.configuration` extension point. + +For example: + +This extension contributes the following settings: + +* `myExtension.enable`: enable/disable this extension +* `myExtension.thing`: set to `blah` to do something + +## Known Issues + +Calling out known issues can help limit users opening duplicate issues against your extension. + +## Release Notes + +Users appreciate release notes as you update your extension. + +### 1.0.0 + +Initial release of ... + +### 1.0.1 + +Fixed issue #. + +### 1.1.0 + +Added features X, Y, and Z. + +----------------------------------------------------------------------------------------------------------- +## Following extension guidelines + +Ensure that you've read through the extensions guidelines and follow the best practices for creating your extension. + +* [Extension Guidelines](https://code.visualstudio.com/api/references/extension-guidelines) + +## Working with Markdown + +**Note:** You can author your README using Visual Studio Code. Here are some useful editor keyboard shortcuts: + +* Split the editor (`Cmd+\` on macOS or `Ctrl+\` on Windows and Linux) +* Toggle preview (`Shift+CMD+V` on macOS or `Shift+Ctrl+V` on Windows and Linux) +* Press `Ctrl+Space` (Windows, Linux) or `Cmd+Space` (macOS) to see a list of Markdown snippets + +### For more information + +* [Visual Studio Code's Markdown Support](http://code.visualstudio.com/docs/languages/markdown) +* [Markdown Syntax Reference](https://help.github.com/articles/markdown-basics/) + +**Enjoy!** diff --git a/extension/rht-text-generator/package-lock.json b/extension/rht-text-generator/package-lock.json new file mode 100644 index 0000000..d03d602 --- /dev/null +++ b/extension/rht-text-generator/package-lock.json @@ -0,0 +1,2062 @@ +{ + "name": "rht-text-generator", + "version": "0.0.1", + "lockfileVersion": 1, + "requires": true, + "dependencies": { + "@babel/code-frame": { + "version": "7.12.11", + "resolved": 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"activationEvents": [ + "*" + ], + "main": "./out/extension.js", + "scripts": { + "vscode:prepublish": "npm run compile", + "compile": "tsc -p ./", + "watch": "tsc -watch -p ./", + "pretest": "npm run compile && npm run lint", + "lint": "eslint src --ext ts", + "test": "node ./out/test/runTest.js" + }, + "devDependencies": { + "@types/vscode": "^1.55.0", + "@types/glob": "^7.1.3", + "@types/mocha": "^8.0.4", + "@types/node": "^12.11.7", + "eslint": "^7.19.0", + "@typescript-eslint/eslint-plugin": "^4.14.1", + "@typescript-eslint/parser": "^4.14.1", + "glob": "^7.1.6", + "mocha": "^8.2.1", + "typescript": "^4.1.3", + "vscode-test": "^1.5.0" + }, + "dependencies": { + "axios": "^0.21.1" + } +} diff --git a/extension/rht-text-generator/src/extension.ts b/extension/rht-text-generator/src/extension.ts new file mode 100644 index 0000000..837ec87 --- /dev/null +++ b/extension/rht-text-generator/src/extension.ts @@ -0,0 +1,94 @@ +// The module 'vscode' contains the VS Code extensibility API +// Import the module and reference it with the alias vscode in your code below +import * as vscode from "vscode"; +import Axios from "axios"; +import { exec } from "child_process"; +import { COMPLETION_TRIGGERS } from "./triggers"; + + + +// this method is called when your extension is activated +// your extension is activated the very first time the command is executed +export function activate(context: vscode.ExtensionContext) { + + const provider: vscode.CompletionItemProvider = { provideCompletionItems }; + + context.subscriptions.push( + vscode.languages.registerCompletionItemProvider( + { pattern: "**"}, + provider, + ...COMPLETION_TRIGGERS + ) + ); +} + +// this method is called when your extension is deactivated +export function deactivate() { } + + +async function provideCompletionItems( + document: vscode.TextDocument, + position: vscode.Position +): Promise { + const items = await getCompletionsListItemsFor(document, position); + return new vscode.CompletionList(items, true); +} + + +async function getCompletionsListItemsFor( + document: vscode.TextDocument, + position: vscode.Position +): Promise { + + const CHAR_LIMIT = 1000; + const offset = document.offsetAt(position); + const beforeStartOffset = Math.max(0, offset - CHAR_LIMIT); + + // const afterEndOffset = offset + CHAR_LIMIT; + // const beforeStart = document.positionAt(beforeStartOffset); + // const afterEnd = document.positionAt(afterEndOffset); + + // const line = document.lineAt(position.line).text.trim(); + const line = document.getText( + new vscode.Range( + document.positionAt(beforeStartOffset), + document.positionAt(offset) + ) + ); + + const predictionLength = 3; + + let suggestions: string[] = await generateSuggestions(line, predictionLength); + + return suggestions.map(suggestion => { + const tail = suggestion.replace(line, "").trim(); + return new vscode.CompletionItem(tail); + }); +} + +async function generateSuggestions(line: string, predictionLength: number) { + let suggestions: string[] = []; + try { + const response = await Axios.get<[string]>( + `http://localhost:8000/?text=${line}&length=${predictionLength}` + ); + suggestions = response.data; + } catch (error) { + if (error.response) { + // The request was made and the server responded with a status code + // that falls out of the range of 2xx + console.log(error.response.data); + console.log(error.response.status); + console.log(error.response.headers); + } else if (error.request) { + // The request was made but no response was received + // `error.request` is an instance of XMLHttpRequest in the browser and an instance of + // http.ClientRequest in node.js + console.log(error.request); + } else { + // Something happened in setting up the request that triggered an Error + console.log('Error', error.message); + } + } + return suggestions; +} diff --git a/extension/rht-text-generator/src/test/runTest.ts b/extension/rht-text-generator/src/test/runTest.ts new file mode 100644 index 0000000..1eabfa3 --- /dev/null +++ b/extension/rht-text-generator/src/test/runTest.ts @@ -0,0 +1,23 @@ +import * as path from 'path'; + +import { runTests } from 'vscode-test'; + +async function main() { + try { + // The folder containing the Extension Manifest package.json + // Passed to `--extensionDevelopmentPath` + const extensionDevelopmentPath = path.resolve(__dirname, '../../'); + + // The path to test runner + // Passed to --extensionTestsPath + const extensionTestsPath = path.resolve(__dirname, './suite/index'); + + // Download VS Code, unzip it and run the integration test + await runTests({ extensionDevelopmentPath, extensionTestsPath }); + } catch (err) { + console.error('Failed to run tests'); + process.exit(1); + } +} + +main(); diff --git a/extension/rht-text-generator/src/test/suite/extension.test.ts b/extension/rht-text-generator/src/test/suite/extension.test.ts new file mode 100644 index 0000000..4ca0ab4 --- /dev/null +++ b/extension/rht-text-generator/src/test/suite/extension.test.ts @@ -0,0 +1,15 @@ +import * as assert from 'assert'; + +// You can import and use all API from the 'vscode' module +// as well as import your extension to test it +import * as vscode from 'vscode'; +// import * as myExtension from '../../extension'; + +suite('Extension Test Suite', () => { + vscode.window.showInformationMessage('Start all tests.'); + + test('Sample test', () => { + assert.strictEqual(-1, [1, 2, 3].indexOf(5)); + assert.strictEqual(-1, [1, 2, 3].indexOf(0)); + }); +}); diff --git a/extension/rht-text-generator/src/test/suite/index.ts b/extension/rht-text-generator/src/test/suite/index.ts new file mode 100644 index 0000000..7029e38 --- /dev/null +++ b/extension/rht-text-generator/src/test/suite/index.ts @@ -0,0 +1,38 @@ +import * as path from 'path'; +import * as Mocha from 'mocha'; +import * as glob from 'glob'; + +export function run(): Promise { + // Create the mocha test + const mocha = new Mocha({ + ui: 'tdd', + color: true + }); + + const testsRoot = path.resolve(__dirname, '..'); + + return new Promise((c, e) => { + glob('**/**.test.js', { cwd: testsRoot }, (err, files) => { + if (err) { + return e(err); + } + + // Add files to the test suite + files.forEach(f => mocha.addFile(path.resolve(testsRoot, f))); + + try { + // Run the mocha test + mocha.run(failures => { + if (failures > 0) { + e(new Error(`${failures} tests failed.`)); + } else { + c(); + } + }); + } catch (err) { + console.error(err); + e(err); + } + }); + }); +} diff --git a/extension/rht-text-generator/src/triggers.ts b/extension/rht-text-generator/src/triggers.ts new file mode 100644 index 0000000..9311a3c --- /dev/null +++ b/extension/rht-text-generator/src/triggers.ts @@ -0,0 +1,33 @@ +export const COMPLETION_TRIGGERS = [ + " ", + ".", + ",", + ";", + "-", + "(", + ")", + "{", + "}", + "[", + "]", + ",", + ":", + "'", + '"', + "=", + "<", + ">", + "/", + "\\", + "+", + "-", + "|", + "&", + "*", + "%", + "=", + "$", + "#", + "@", + "!", + ]; \ No newline at end of file diff --git a/extension/rht-text-generator/tsconfig.json b/extension/rht-text-generator/tsconfig.json new file mode 100644 index 0000000..b65c745 --- /dev/null +++ b/extension/rht-text-generator/tsconfig.json @@ -0,0 +1,21 @@ +{ + "compilerOptions": { + "module": "commonjs", + "target": "es6", + "outDir": "out", + "lib": [ + "es6" + ], + "sourceMap": true, + "rootDir": "src", + "strict": true /* enable all strict type-checking options */ + /* Additional Checks */ + // "noImplicitReturns": true, /* Report error when not all code paths in function return a value. */ + // "noFallthroughCasesInSwitch": true, /* Report errors for fallthrough cases in switch statement. */ + // "noUnusedParameters": true, /* Report errors on unused parameters. */ + }, + "exclude": [ + "node_modules", + ".vscode-test" + ] +} diff --git a/extension/rht-text-generator/vsc-extension-quickstart.md b/extension/rht-text-generator/vsc-extension-quickstart.md new file mode 100644 index 0000000..b510bff --- /dev/null +++ b/extension/rht-text-generator/vsc-extension-quickstart.md @@ -0,0 +1,42 @@ +# Welcome to your VS Code Extension + +## What's in the folder + +* This folder contains all of the files necessary for your extension. +* `package.json` - this is the manifest file in which you declare your extension and command. + * The sample plugin registers a command and defines its title and command name. With this information VS Code can show the command in the command palette. It doesn’t yet need to load the plugin. +* `src/extension.ts` - this is the main file where you will provide the implementation of your command. + * The file exports one function, `activate`, which is called the very first time your extension is activated (in this case by executing the command). Inside the `activate` function we call `registerCommand`. + * We pass the function containing the implementation of the command as the second parameter to `registerCommand`. + +## Get up and running straight away + +* Press `F5` to open a new window with your extension loaded. +* Run your command from the command palette by pressing (`Ctrl+Shift+P` or `Cmd+Shift+P` on Mac) and typing `Hello World`. +* Set breakpoints in your code inside `src/extension.ts` to debug your extension. +* Find output from your extension in the debug console. + +## Make changes + +* You can relaunch the extension from the debug toolbar after changing code in `src/extension.ts`. +* You can also reload (`Ctrl+R` or `Cmd+R` on Mac) the VS Code window with your extension to load your changes. + + +## Explore the API + +* You can open the full set of our API when you open the file `node_modules/@types/vscode/index.d.ts`. + +## Run tests + +* Open the debug viewlet (`Ctrl+Shift+D` or `Cmd+Shift+D` on Mac) and from the launch configuration dropdown pick `Extension Tests`. +* Press `F5` to run the tests in a new window with your extension loaded. +* See the output of the test result in the debug console. +* Make changes to `src/test/suite/extension.test.ts` or create new test files inside the `test/suite` folder. + * The provided test runner will only consider files matching the name pattern `**.test.ts`. + * You can create folders inside the `test` folder to structure your tests any way you want. + +## Go further + + * Reduce the extension size and improve the startup time by [bundling your extension](https://code.visualstudio.com/api/working-with-extensions/bundling-extension). + * [Publish your extension](https://code.visualstudio.com/api/working-with-extensions/publishing-extension) on the VSCode extension marketplace. + * Automate builds by setting up [Continuous Integration](https://code.visualstudio.com/api/working-with-extensions/continuous-integration). diff --git a/model.py b/model.py deleted file mode 100644 index dc4eea7..0000000 --- a/model.py +++ /dev/null @@ -1,33 +0,0 @@ -import torch -from torch import nn - - -class Model(nn.Module): - - def __init__(self, dataset): - super(Model, self).__init__() - self.lstm_size = 1 - self.embedding_dim = 1 - self.num_layers = 1 - n_vocab = len(dataset.uniq_words) - self.embedding = nn.Embedding( - num_embeddings=n_vocab, - embedding_dim=self.embedding_dim, - ) - self.lstm = nn.LSTM( - input_size=self.lstm_size, - hidden_size=self.lstm_size, - num_layers=self.num_layers, - dropout=0.2, - ) - self.fc = nn.Linear(self.lstm_size, n_vocab) - - def forward(self, x, prev_state): - embed = self.embedding(x) - output, state = self.lstm(embed, prev_state) - logits = self.fc(output) - return logits, state - - def init_state(self, sequence_length): - return (torch.zeros(self.num_layers, sequence_length, self.lstm_size), - torch.zeros(self.num_layers, sequence_length, self.lstm_size)) diff --git a/predict.py b/predict.py deleted file mode 100644 index a5121fb..0000000 --- a/predict.py +++ /dev/null @@ -1,19 +0,0 @@ -import argparse -import torch -from train import predict -from model import Model -from dataset import Dataset - - -if __name__ == "__main__": - parser = argparse.ArgumentParser() - parser.add_argument("--max-epochs", type=int, default=1) - parser.add_argument("--batch-size", type=int, default=1000) - parser.add_argument("--sequence-length", type=int, default=5) - args = parser.parse_args() - dataset = Dataset(args) - model = Model(dataset) - model.load_state_dict(torch.load("model.torch")) - model.eval() - - print(predict(dataset, model, text="define tests by")) \ No newline at end of file diff --git a/predict_clm.py b/predict_clm.py new file mode 100644 index 0000000..281cfb1 --- /dev/null +++ b/predict_clm.py @@ -0,0 +1,18 @@ +from pprint import pprint +from transformers import pipeline, set_seed + +TEXT = "=== Identifying the Need" +wordcount = len(TEXT.split()) + +# generator = pipeline('text-generation', model='gpt2') +generator = pipeline('text-generation', model='.output/') +set_seed(42) +predictions = generator("Correct any reported", + max_length=wordcount + 3, num_return_sequences=5) + +for p in predictions: + print() + print("-" * 100) + print(p["generated_text"]) + print("-" * 100) + print() diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000..f617d76 --- /dev/null +++ b/requirements.txt @@ -0,0 +1,85 @@ +absl-py==0.12.0 +accelerate==0.1.0 +aiofiles==0.6.0 +astunparse==1.6.3 +autopep8==1.5.6 +cachetools==4.2.2 +certifi==2020.12.5 +chardet==4.0.0 +click==7.1.2 +contextvars==2.4 +dataclasses==0.8 +datasets==1.5.0 +dill==0.3.3 +filelock==3.0.12 +flake8==3.9.0 +flatbuffers==1.12 +fsspec==0.8.7 +gast==0.3.3 +google-auth==1.30.0 +google-auth-oauthlib==0.4.4 +google-pasta==0.2.0 +grpcio==1.32.0 +h11==0.9.0 +h5py==2.10.0 +httpcore==0.11.1 +httptools==0.2.0 +httpx==0.15.4 +huggingface-hub==0.0.8 +idna==2.10 +immutables==0.15 +importlib-metadata==3.10.0 +jax==0.2.11 +joblib==1.0.1 +Keras-Preprocessing==1.1.2 +Markdown==3.3.4 +mccabe==0.6.1 +multidict==5.1.0 +multiprocess==0.70.11.1 +numpy==1.19.5 +oauthlib==3.1.0 +opt-einsum==3.3.0 +packaging==20.9 +pandas==1.1.5 +protobuf==3.16.0 +pyarrow==3.0.0 +pyasn1==0.4.8 +pyasn1-modules==0.2.8 +pycodestyle==2.7.0 +pyflakes==2.3.1 +pyparsing==2.4.7 +python-dateutil==2.8.1 +pytz==2021.1 +regex==2021.3.17 +requests==2.25.1 +requests-oauthlib==1.3.0 +rfc3986==1.5.0 +rsa==4.7.2 +sacremoses==0.0.43 +sanic==20.12.3 +scikit-learn==0.24.1 +scipy==1.5.4 +six==1.15.0 +sklearn==0.0 +sniffio==1.2.0 +tensorboard==2.5.0 +tensorboard-data-server==0.6.1 +tensorboard-plugin-wit==1.8.0 +tensorflow==2.4.1 +tensorflow-estimator==2.4.0 +termcolor==1.1.0 +threadpoolctl==2.1.0 +tokenizers==0.10.1 +toml==0.10.2 +torch==1.8.1 +tqdm==4.49.0 +transformers==4.6.0 +typing-extensions==3.7.4.3 +ujson==4.0.2 +urllib3==1.26.4 +uvloop==0.14.0 +websockets==8.1 +Werkzeug==2.0.0 +wrapt==1.12.1 +xxhash==2.0.0 +zipp==3.4.1 diff --git a/serve.py b/serve.py new file mode 100644 index 0000000..226da6d --- /dev/null +++ b/serve.py @@ -0,0 +1,44 @@ +from sanic import Sanic +from sanic.response import json +from transformers import pipeline, set_seed, GPT2Tokenizer + + +set_seed(42) +tokenizer = GPT2Tokenizer.from_pretrained('.output/') +generator = pipeline('text-generation', model='.output/') + + +app = Sanic("RH Curriculum writing assistant") + + +@app.route("/") +async def test(request): + text = request.args.get("text", "") + num_predicted_tokens = int(request.args.get("length", 2)) + no_topp = request.args.get("no_top", False) + + num_tokens = tokenizer(text, return_length=True)["length"] + max_length = num_tokens + num_predicted_tokens + + print("Text:", text) + + kargs = { + "do_sample": True, + "top_k": max_length, + "top_p": 0.9 + } + if no_topp: + kargs = {} + + # For info about the args: https://huggingface.co/blog/how-to-generate + predictions = generator( + text, + max_length=max_length, + num_return_sequences=5, + **kargs + ) + + return json([p["generated_text"] for p in predictions]) + +if __name__ == '__main__': + app.run() diff --git a/train b/train new file mode 100755 index 0000000..594d485 --- /dev/null +++ b/train @@ -0,0 +1,16 @@ +#!/usr/bin/env bash + +#https://github.com/huggingface/transformers/tree/master/examples/pytorch/language-modeling + +python train_clm.py \ + --model_name_or_path gpt2 \ + --train_file dataset_train.txt \ + --validation_file dataset_validation.txt \ + --do_train \ + --do_eval \ + --use_fast_tokenizer \ + --overwrite_output_dir \ + --output_dir .output \ + --per_device_eval_batch_size 20 \ + --per_device_train_batch_size 5 \ + --num_train_epochs 2 \ No newline at end of file diff --git a/train.py b/train.py deleted file mode 100644 index 5e1fdaf..0000000 --- a/train.py +++ /dev/null @@ -1,59 +0,0 @@ -import argparse -import torch -import numpy as np -from torch import nn, optim -from torch.utils.data import DataLoader -from model import Model -from dataset import Dataset - - -def train(dataset, model, args): - model.train() - dataloader = DataLoader(dataset, batch_size=args.batch_size) - criterion = nn.CrossEntropyLoss() - optimizer = optim.Adam(model.parameters(), lr=0.001) - - for epoch in range(args.max_epochs): - state_h, state_c = model.init_state(args.sequence_length) - for batch, (x, y) in enumerate(dataloader): - optimizer.zero_grad() - y_pred, (state_h, state_c) = model(x, (state_h, state_c)) - loss = criterion(y_pred.transpose(1, 2), y) - state_h = state_h.detach() - state_c = state_c.detach() - loss.backward() - optimizer.step() - print({"epoch": epoch, "batch": batch, "loss": loss.item()}) - - torch.save(model.state_dict(), "model.torch") - - -def predict(dataset, model, text, next_words=100): - model.eval() - words = text.split(" ") - state_h, state_c = model.init_state(len(words)) - - for i in range(0, next_words): - x = torch.tensor([[dataset.word_to_index[w] for w in words[i:]]]) - y_pred, (state_h, state_c) = model(x, (state_h, state_c)) - last_word_logits = y_pred[0][-1] - p = torch.nn.functional.softmax( - last_word_logits, dim=0).detach().numpy() - word_index = np.random.choice(len(last_word_logits), p=p) - words.append(dataset.index_to_word[word_index]) - - return words - - -# https://closeheat.com/blog/pytorch-lstm-text-generation-tutorial - -if __name__ == "__main__": - parser = argparse.ArgumentParser() - parser.add_argument("--max-epochs", type=int, default=10) - parser.add_argument("--batch-size", type=int, default=256) - parser.add_argument("--sequence-length", type=int, default=4) - args = parser.parse_args() - dataset = Dataset(args) - model = Model(dataset) - train(dataset, model, args) - print(predict(dataset, model, text="define tests by")) \ No newline at end of file diff --git a/train_clm.py b/train_clm.py new file mode 100755 index 0000000..146da23 --- /dev/null +++ b/train_clm.py @@ -0,0 +1,465 @@ +#!/usr/bin/env python +# coding=utf-8 +# Copyright 2020 The HuggingFace Inc. team. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +""" +Fine-tuning the library models for causal language modeling (GPT, GPT-2, CTRL, ...) on a text file or a dataset. + +Here is the full list of checkpoints on the hub that can be fine-tuned by this script: +https://huggingface.co/models?filter=causal-lm +""" +# You can also adapt this script on your own causal language modeling task. Pointers for this are left as comments. + +import logging +import math +import os +import sys +from dataclasses import dataclass, field +from typing import Optional + +from datasets import load_dataset + +import transformers +from transformers import ( + CONFIG_MAPPING, + MODEL_FOR_CAUSAL_LM_MAPPING, + AutoConfig, + AutoModelForCausalLM, + AutoTokenizer, + HfArgumentParser, + Trainer, + TrainingArguments, + default_data_collator, + set_seed, +) +from transformers.testing_utils import CaptureLogger +from transformers.trainer_utils import get_last_checkpoint, is_main_process + + +logger = logging.getLogger(__name__) + + +MODEL_CONFIG_CLASSES = list(MODEL_FOR_CAUSAL_LM_MAPPING.keys()) +MODEL_TYPES = tuple(conf.model_type for conf in MODEL_CONFIG_CLASSES) + + +@dataclass +class ModelArguments: + """ + Arguments pertaining to which model/config/tokenizer we are going to fine-tune, or train from scratch. + """ + + model_name_or_path: Optional[str] = field( + default=None, + metadata={ + "help": "The model checkpoint for weights initialization." + "Don't set if you want to train a model from scratch." + }, + ) + model_type: Optional[str] = field( + default=None, + metadata={"help": "If training from scratch, pass a model type from the list: " + ", ".join(MODEL_TYPES)}, + ) + config_name: Optional[str] = field( + default=None, metadata={"help": "Pretrained config name or path if not the same as model_name"} + ) + tokenizer_name: Optional[str] = field( + default=None, metadata={"help": "Pretrained tokenizer name or path if not the same as model_name"} + ) + cache_dir: Optional[str] = field( + default=None, + metadata={"help": "Where do you want to store the pretrained models downloaded from huggingface.co"}, + ) + use_fast_tokenizer: bool = field( + default=True, + metadata={"help": "Whether to use one of the fast tokenizer (backed by the tokenizers library) or not."}, + ) + model_revision: str = field( + default="main", + metadata={"help": "The specific model version to use (can be a branch name, tag name or commit id)."}, + ) + use_auth_token: bool = field( + default=False, + metadata={ + "help": "Will use the token generated when running `transformers-cli login` (necessary to use this script " + "with private models)." + }, + ) + + +@dataclass +class DataTrainingArguments: + """ + Arguments pertaining to what data we are going to input our model for training and eval. + """ + + dataset_name: Optional[str] = field( + default=None, metadata={"help": "The name of the dataset to use (via the datasets library)."} + ) + dataset_config_name: Optional[str] = field( + default=None, metadata={"help": "The configuration name of the dataset to use (via the datasets library)."} + ) + train_file: Optional[str] = field(default=None, metadata={"help": "The input training data file (a text file)."}) + validation_file: Optional[str] = field( + default=None, + metadata={"help": "An optional input evaluation data file to evaluate the perplexity on (a text file)."}, + ) + max_train_samples: Optional[int] = field( + default=None, + metadata={ + "help": "For debugging purposes or quicker training, truncate the number of training examples to this " + "value if set." + }, + ) + max_eval_samples: Optional[int] = field( + default=None, + metadata={ + "help": "For debugging purposes or quicker training, truncate the number of evaluation examples to this " + "value if set." + }, + ) + + block_size: Optional[int] = field( + default=None, + metadata={ + "help": "Optional input sequence length after tokenization. " + "The training dataset will be truncated in block of this size for training. " + "Default to the model max input length for single sentence inputs (take into account special tokens)." + }, + ) + overwrite_cache: bool = field( + default=False, metadata={"help": "Overwrite the cached training and evaluation sets"} + ) + validation_split_percentage: Optional[int] = field( + default=5, + metadata={ + "help": "The percentage of the train set used as validation set in case there's no validation split" + }, + ) + preprocessing_num_workers: Optional[int] = field( + default=None, + metadata={"help": "The number of processes to use for the preprocessing."}, + ) + + def __post_init__(self): + if self.dataset_name is None and self.train_file is None and self.validation_file is None: + raise ValueError("Need either a dataset name or a training/validation file.") + else: + if self.train_file is not None: + extension = self.train_file.split(".")[-1] + assert extension in ["csv", "json", "txt"], "`train_file` should be a csv, a json or a txt file." + if self.validation_file is not None: + extension = self.validation_file.split(".")[-1] + assert extension in ["csv", "json", "txt"], "`validation_file` should be a csv, a json or a txt file." + + +def main(): + # See all possible arguments in src/transformers/training_args.py + # or by passing the --help flag to this script. + # We now keep distinct sets of args, for a cleaner separation of concerns. + + parser = HfArgumentParser((ModelArguments, DataTrainingArguments, TrainingArguments)) + if len(sys.argv) == 2 and sys.argv[1].endswith(".json"): + # If we pass only one argument to the script and it's the path to a json file, + # let's parse it to get our arguments. + model_args, data_args, training_args = parser.parse_json_file(json_file=os.path.abspath(sys.argv[1])) + else: + model_args, data_args, training_args = parser.parse_args_into_dataclasses() + + # Detecting last checkpoint. + last_checkpoint = None + if os.path.isdir(training_args.output_dir) and training_args.do_train and not training_args.overwrite_output_dir: + last_checkpoint = get_last_checkpoint(training_args.output_dir) + if last_checkpoint is None and len(os.listdir(training_args.output_dir)) > 0: + raise ValueError( + f"Output directory ({training_args.output_dir}) already exists and is not empty. " + "Use --overwrite_output_dir to overcome." + ) + elif last_checkpoint is not None and training_args.resume_from_checkpoint is None: + logger.info( + f"Checkpoint detected, resuming training at {last_checkpoint}. To avoid this behavior, change " + "the `--output_dir` or add `--overwrite_output_dir` to train from scratch." + ) + + # Setup logging + logging.basicConfig( + format="%(asctime)s - %(levelname)s - %(name)s - %(message)s", + datefmt="%m/%d/%Y %H:%M:%S", + handlers=[logging.StreamHandler(sys.stdout)], + ) + logger.setLevel(logging.INFO if is_main_process(training_args.local_rank) else logging.WARN) + + # Log on each process the small summary: + logger.warning( + f"Process rank: {training_args.local_rank}, device: {training_args.device}, n_gpu: {training_args.n_gpu}" + + f"distributed training: {bool(training_args.local_rank != -1)}, 16-bits training: {training_args.fp16}" + ) + # Set the verbosity to info of the Transformers logger (on main process only): + if is_main_process(training_args.local_rank): + transformers.utils.logging.set_verbosity_info() + transformers.utils.logging.enable_default_handler() + transformers.utils.logging.enable_explicit_format() + logger.info(f"Training/evaluation parameters {training_args}") + + # Set seed before initializing model. + set_seed(training_args.seed) + + # Get the datasets: you can either provide your own CSV/JSON/TXT training and evaluation files (see below) + # or just provide the name of one of the public datasets available on the hub at https://huggingface.co/datasets/ + # (the dataset will be downloaded automatically from the datasets Hub). + # + # For CSV/JSON files, this script will use the column called 'text' or the first column if no column called + # 'text' is found. You can easily tweak this behavior (see below). + # + # In distributed training, the load_dataset function guarantee that only one local process can concurrently + # download the dataset. + if data_args.dataset_name is not None: + # Downloading and loading a dataset from the hub. + datasets = load_dataset(data_args.dataset_name, data_args.dataset_config_name, cache_dir=model_args.cache_dir) + if "validation" not in datasets.keys(): + datasets["validation"] = load_dataset( + data_args.dataset_name, + data_args.dataset_config_name, + split=f"train[:{data_args.validation_split_percentage}%]", + cache_dir=model_args.cache_dir, + ) + datasets["train"] = load_dataset( + data_args.dataset_name, + data_args.dataset_config_name, + split=f"train[{data_args.validation_split_percentage}%:]", + cache_dir=model_args.cache_dir, + ) + else: + data_files = {} + if data_args.train_file is not None: + data_files["train"] = data_args.train_file + if data_args.validation_file is not None: + data_files["validation"] = data_args.validation_file + extension = ( + data_args.train_file.split(".")[-1] + if data_args.train_file is not None + else data_args.validation_file.split(".")[-1] + ) + if extension == "txt": + extension = "text" + datasets = load_dataset(extension, data_files=data_files, cache_dir=model_args.cache_dir) + # See more about loading any type of standard or custom dataset (from files, python dict, pandas DataFrame, etc) at + # https://huggingface.co/docs/datasets/loading_datasets.html. + + # Load pretrained model and tokenizer + # + # Distributed training: + # The .from_pretrained methods guarantee that only one local process can concurrently + # download model & vocab. + + config_kwargs = { + "cache_dir": model_args.cache_dir, + "revision": model_args.model_revision, + "use_auth_token": True if model_args.use_auth_token else None, + } + if model_args.config_name: + config = AutoConfig.from_pretrained(model_args.config_name, **config_kwargs) + elif model_args.model_name_or_path: + config = AutoConfig.from_pretrained(model_args.model_name_or_path, **config_kwargs) + else: + config = CONFIG_MAPPING[model_args.model_type]() + logger.warning("You are instantiating a new config instance from scratch.") + + tokenizer_kwargs = { + "cache_dir": model_args.cache_dir, + "use_fast": model_args.use_fast_tokenizer, + "revision": model_args.model_revision, + "use_auth_token": True if model_args.use_auth_token else None, + } + if model_args.tokenizer_name: + tokenizer = AutoTokenizer.from_pretrained(model_args.tokenizer_name, **tokenizer_kwargs) + elif model_args.model_name_or_path: + tokenizer = AutoTokenizer.from_pretrained(model_args.model_name_or_path, **tokenizer_kwargs) + else: + raise ValueError( + "You are instantiating a new tokenizer from scratch. This is not supported by this script." + "You can do it from another script, save it, and load it from here, using --tokenizer_name." + ) + + if model_args.model_name_or_path: + model = AutoModelForCausalLM.from_pretrained( + model_args.model_name_or_path, + from_tf=bool(".ckpt" in model_args.model_name_or_path), + config=config, + cache_dir=model_args.cache_dir, + revision=model_args.model_revision, + use_auth_token=True if model_args.use_auth_token else None, + ) + else: + logger.info("Training new model from scratch") + model = AutoModelForCausalLM.from_config(config) + + model.resize_token_embeddings(len(tokenizer)) + + # Preprocessing the datasets. + # First we tokenize all the texts. + if training_args.do_train: + column_names = datasets["train"].column_names + else: + column_names = datasets["validation"].column_names + text_column_name = "text" if "text" in column_names else column_names[0] + + # since this will be pickled to avoid _LazyModule error in Hasher force logger loading before tokenize_function + tok_logger = transformers.utils.logging.get_logger("transformers.tokenization_utils_base") + + def tokenize_function(examples): + with CaptureLogger(tok_logger) as cl: + output = tokenizer([f"{e}\n" for e in examples[text_column_name]]) + # clm input could be much much longer than block_size + if "Token indices sequence length is longer than the" in cl.out: + tok_logger.warning( + "^^^^^^^^^^^^^^^^ Please ignore the warning above - this long input will be chunked into smaller bits before being passed to the model." + ) + return output + + tokenized_datasets = datasets.map( + tokenize_function, + batched=True, + num_proc=data_args.preprocessing_num_workers, + remove_columns=column_names, + load_from_cache_file=not data_args.overwrite_cache, + ) + + if data_args.block_size is None: + block_size = tokenizer.model_max_length + if block_size > 1024: + logger.warning( + f"The tokenizer picked seems to have a very large `model_max_length` ({tokenizer.model_max_length}). " + "Picking 1024 instead. You can change that default value by passing --block_size xxx." + ) + block_size = 1024 + else: + if data_args.block_size > tokenizer.model_max_length: + logger.warning( + f"The block_size passed ({data_args.block_size}) is larger than the maximum length for the model" + f"({tokenizer.model_max_length}). Using block_size={tokenizer.model_max_length}." + ) + block_size = min(data_args.block_size, tokenizer.model_max_length) + + # Main data processing function that will concatenate all texts from our dataset and generate chunks of block_size. + def group_texts(examples): + # Concatenate all texts. + concatenated_examples = {k: sum(examples[k], []) for k in examples.keys()} + total_length = len(concatenated_examples[list(examples.keys())[0]]) + # We drop the small remainder, we could add padding if the model supported it instead of this drop, you can + # customize this part to your needs. + total_length = (total_length // block_size) * block_size + # Split by chunks of max_len. + result = { + k: [t[i : i + block_size] for i in range(0, total_length, block_size)] + for k, t in concatenated_examples.items() + } + result["labels"] = result["input_ids"].copy() + + return result + + # Note that with `batched=True`, this map processes 1,000 texts together, so group_texts throws away a remainder + # for each of those groups of 1,000 texts. You can adjust that batch_size here but a higher value might be slower + # to preprocess. + # + # To speed up this part, we use multiprocessing. See the documentation of the map method for more information: + # https://huggingface.co/docs/datasets/package_reference/main_classes.html#datasets.Dataset.map + + lm_datasets = tokenized_datasets.map( + group_texts, + batched=True, + num_proc=data_args.preprocessing_num_workers, + load_from_cache_file=not data_args.overwrite_cache, + ) + + if training_args.do_train: + if "train" not in tokenized_datasets: + raise ValueError("--do_train requires a train dataset") + train_dataset = lm_datasets["train"] + if data_args.max_train_samples is not None: + train_dataset = train_dataset.select(range(data_args.max_train_samples)) + + if training_args.do_eval: + if "validation" not in tokenized_datasets: + raise ValueError("--do_eval requires a validation dataset") + eval_dataset = lm_datasets["validation"] + if data_args.max_eval_samples is not None: + eval_dataset = eval_dataset.select(range(data_args.max_eval_samples)) + + # Initialize our Trainer + trainer = Trainer( + model=model, + args=training_args, + train_dataset=train_dataset if training_args.do_train else None, + eval_dataset=eval_dataset if training_args.do_eval else None, + tokenizer=tokenizer, + # Data collator will default to DataCollatorWithPadding, so we change it. + data_collator=default_data_collator, + ) + + # Training + if training_args.do_train: + checkpoint = None + if training_args.resume_from_checkpoint is not None: + checkpoint = training_args.resume_from_checkpoint + elif last_checkpoint is not None: + checkpoint = last_checkpoint + train_result = trainer.train(resume_from_checkpoint=checkpoint) + trainer.save_model() # Saves the tokenizer too for easy upload + + metrics = train_result.metrics + + max_train_samples = ( + data_args.max_train_samples if data_args.max_train_samples is not None else len(train_dataset) + ) + metrics["train_samples"] = min(max_train_samples, len(train_dataset)) + + trainer.log_metrics("train", metrics) + trainer.save_metrics("train", metrics) + trainer.save_state() + + # Evaluation + if training_args.do_eval: + logger.info("*** Evaluate ***") + + metrics = trainer.evaluate() + + max_eval_samples = data_args.max_eval_samples if data_args.max_eval_samples is not None else len(eval_dataset) + metrics["eval_samples"] = min(max_eval_samples, len(eval_dataset)) + perplexity = math.exp(metrics["eval_loss"]) + metrics["perplexity"] = perplexity + + trainer.log_metrics("eval", metrics) + trainer.save_metrics("eval", metrics) + + if training_args.push_to_hub: + kwargs = {"finetuned_from": model_args.model_name_or_path, "tags": "text-generation"} + if data_args.dataset_name is not None: + kwargs["dataset_tags"] = data_args.dataset_name + if data_args.dataset_config_name is not None: + kwargs["dataset_args"] = data_args.dataset_config_name + kwargs["dataset"] = f"{data_args.dataset_name} {data_args.dataset_config_name}" + else: + kwargs["dataset"] = data_args.dataset_name + + trainer.push_to_hub(**kwargs) + + +def _mp_fn(index): + # For xla_spawn (TPUs) + main() + + +if __name__ == "__main__": + main()