text stringlengths 5 424k | id stringlengths 13 178 | metadata dict | __index_level_0__ int64 0 672 |
|---|---|---|---|
# Generated content DO NOT EDIT
class PreTokenizer:
"""
Base class for all pre-tokenizers
This class is not supposed to be instantiated directly. Instead, any implementation of a
PreTokenizer will return an instance of this class when instantiated.
"""
def pre_tokenize(self, pretok):
""... | tokenizers/bindings/python/py_src/tokenizers/pre_tokenizers/__init__.pyi/0 | {
"file_path": "tokenizers/bindings/python/py_src/tokenizers/pre_tokenizers/__init__.pyi",
"repo_id": "tokenizers",
"token_count": 10983
} | 369 |
use pyo3::exceptions;
use pyo3::prelude::*;
use pyo3::type_object::PyTypeInfo;
use std::ffi::CString;
use std::fmt::{Display, Formatter, Result as FmtResult};
use tokenizers::tokenizer::Result;
#[derive(Debug)]
pub struct PyError(pub String);
impl PyError {
#[allow(dead_code)]
pub fn from(s: &str) -> Self {
... | tokenizers/bindings/python/src/error.rs/0 | {
"file_path": "tokenizers/bindings/python/src/error.rs",
"repo_id": "tokenizers",
"token_count": 545
} | 370 |
from tokenizers import Tokenizer, decoders, models, normalizers, pre_tokenizers, processors
from tokenizers.implementations import BaseTokenizer
class TestBaseTokenizer:
def test_get_set_components(self):
toki = Tokenizer(models.BPE())
toki.normalizer = normalizers.NFC()
toki.pre_tokenizer... | tokenizers/bindings/python/tests/implementations/test_base_tokenizer.py/0 | {
"file_path": "tokenizers/bindings/python/tests/implementations/test_base_tokenizer.py",
"repo_id": "tokenizers",
"token_count": 550
} | 371 |
# Normalizers
<tokenizerslangcontent>
<python>
## ByteLevel
[[autodoc]] tokenizers.normalizers.ByteLevel
## Lowercase
[[autodoc]] tokenizers.normalizers.Lowercase
## NFC
[[autodoc]] tokenizers.normalizers.NFC
## NFD
[[autodoc]] tokenizers.normalizers.NFD
## NFKC
[[autodoc]] tokenizers.normalizers.NFKC
## NF... | tokenizers/docs/source-doc-builder/api/normalizers.mdx/0 | {
"file_path": "tokenizers/docs/source-doc-builder/api/normalizers.mdx",
"repo_id": "tokenizers",
"token_count": 373
} | 372 |
🤗 Tokenizers is tested on Python 3.5+.
You should install 🤗 Tokenizers in a
`virtual environment <https://docs.python.org/3/library/venv.html>`_. If you're unfamiliar with
Python virtual environments, check out the
`user guide <https://packaging.python.org/guides/installing-using-pip-and-virtual-environments/>`__.
C... | tokenizers/docs/source/installation/python.inc/0 | {
"file_path": "tokenizers/docs/source/installation/python.inc",
"repo_id": "tokenizers",
"token_count": 383
} | 373 |
#[macro_use]
extern crate criterion;
mod common;
use common::iter_bench_train;
use criterion::{Criterion, Throughput};
use tokenizers::models::unigram::{Unigram, UnigramTrainerBuilder};
use tokenizers::models::TrainerWrapper;
use tokenizers::pre_tokenizers::whitespace::Whitespace;
use tokenizers::Tokenizer;
// pub ... | tokenizers/tokenizers/benches/unigram_benchmark.rs/0 | {
"file_path": "tokenizers/tokenizers/benches/unigram_benchmark.rs",
"repo_id": "tokenizers",
"token_count": 951
} | 374 |
<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8">
<title>Hello wasm-pack!</title>
</head>
<body>
<noscript>This page contains webassembly and javascript content, please enable javascript in your browser.</noscript>
<script src="./bootstrap.js"></script>
</body>
</html>
| tokenizers/tokenizers/examples/unstable_wasm/www/index.html/0 | {
"file_path": "tokenizers/tokenizers/examples/unstable_wasm/www/index.html",
"repo_id": "tokenizers",
"token_count": 110
} | 375 |
use super::{super::OrderedVocabIter, trainer::BpeTrainer, Error, Pair, Word};
use crate::tokenizer::{Model, Result, Token};
use crate::utils::cache::{Cache, DEFAULT_CACHE_CAPACITY, MAX_LENGTH};
use crate::utils::iter::ResultShunt;
use ahash::AHashMap;
use serde_json::Value;
use std::borrow::Cow;
use std::collections::... | tokenizers/tokenizers/src/models/bpe/model.rs/0 | {
"file_path": "tokenizers/tokenizers/src/models/bpe/model.rs",
"repo_id": "tokenizers",
"token_count": 17796
} | 376 |
use std::collections::HashSet;
use super::WordPiece;
use crate::models::bpe::{BpeTrainer, BpeTrainerBuilder, BPE};
use crate::tokenizer::{AddedToken, Result, Trainer};
use ahash::AHashSet;
use serde::{Deserialize, Serialize};
/// A `WordPieceTrainerBuilder` can be used to create a `WordPieceTrainer` with a custom
///... | tokenizers/tokenizers/src/models/wordpiece/trainer.rs/0 | {
"file_path": "tokenizers/tokenizers/src/models/wordpiece/trainer.rs",
"repo_id": "tokenizers",
"token_count": 2559
} | 377 |
pub mod bert;
pub mod byte_level;
pub mod delimiter;
pub mod digits;
pub mod fixed_length;
pub mod metaspace;
pub mod punctuation;
pub mod sequence;
pub mod split;
pub mod unicode_scripts;
pub mod whitespace;
use serde::{Deserialize, Deserializer, Serialize};
use crate::pre_tokenizers::bert::BertPreTokenizer;
use cra... | tokenizers/tokenizers/src/pre_tokenizers/mod.rs/0 | {
"file_path": "tokenizers/tokenizers/src/pre_tokenizers/mod.rs",
"repo_id": "tokenizers",
"token_count": 6852
} | 378 |
use crate::pattern::Pattern;
use crate::{Offsets, Result};
use std::ops::{Bound, RangeBounds};
use unicode_normalization_alignments::UnicodeNormalization;
use serde::{Deserialize, Serialize};
/// The possible offsets referential
#[derive(Debug, Clone, Copy, PartialEq, Eq)]
pub enum OffsetReferential {
Original,
... | tokenizers/tokenizers/src/tokenizer/normalizer.rs/0 | {
"file_path": "tokenizers/tokenizers/src/tokenizer/normalizer.rs",
"repo_id": "tokenizers",
"token_count": 43150
} | 379 |
use std::iter::FromIterator;
use ahash::AHashMap;
use tokenizers::decoders::byte_fallback::ByteFallback;
use tokenizers::models::bpe::{BpeTrainerBuilder, BPE};
use tokenizers::normalizers::{Sequence, Strip, NFC};
use tokenizers::pre_tokenizers::byte_level::ByteLevel;
use tokenizers::{AddedToken, TokenizerBuilder};
use... | tokenizers/tokenizers/tests/documentation.rs/0 | {
"file_path": "tokenizers/tokenizers/tests/documentation.rs",
"repo_id": "tokenizers",
"token_count": 8476
} | 380 |
{
"overrides": [
{
"files": ["tests/**/*.js"],
"options": {
"printWidth": 10000000
}
}
]
}
| transformers.js/.prettierrc/0 | {
"file_path": "transformers.js/.prettierrc",
"repo_id": "transformers.js",
"token_count": 108
} | 381 |
# Use custom models
<include>
{
"path": "../snippets/4_custom-usage.snippet"
}
</include> | transformers.js/docs/source/custom_usage.md/0 | {
"file_path": "transformers.js/docs/source/custom_usage.md",
"repo_id": "transformers.js",
"token_count": 40
} | 382 |
<!doctype html>
<html lang="en">
<head>
<meta charset="UTF-8" />
<link rel="icon" type="image/svg+xml" href="/vite.svg" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Adaptive Retrieval w/ Transformers.js</title>
</head>
<body>
<div id="root"></div>
<scr... | transformers.js/examples/adaptive-retrieval/index.html/0 | {
"file_path": "transformers.js/examples/adaptive-retrieval/index.html",
"repo_id": "transformers.js",
"token_count": 162
} | 383 |
export default {
plugins: {
tailwindcss: {},
autoprefixer: {},
},
}
| transformers.js/examples/code-completion/postcss.config.js/0 | {
"file_path": "transformers.js/examples/code-completion/postcss.config.js",
"repo_id": "transformers.js",
"token_count": 35
} | 384 |
#root {
height: 100vh;
width: 100vw;
padding: 1rem;
}
| transformers.js/examples/cross-encoder/src/App.css/0 | {
"file_path": "transformers.js/examples/cross-encoder/src/App.css",
"repo_id": "transformers.js",
"token_count": 29
} | 385 |
import './style.css';
import * as THREE from 'three';
import { OrbitControls } from 'three/addons/controls/OrbitControls.js';
import { pipeline, env, RawImage } from '@xenova/transformers';
// Since we will download the model from the Hugging Face Hub, we can skip the local model check
env.allowLocalModels = false;
... | transformers.js/examples/depth-anything-client/main.js/0 | {
"file_path": "transformers.js/examples/depth-anything-client/main.js",
"repo_id": "transformers.js",
"token_count": 1584
} | 386 |
{
"name": "florence2-webgpu",
"private": true,
"version": "0.0.0",
"type": "module",
"scripts": {
"dev": "vite",
"build": "vite build",
"lint": "eslint . --ext js,jsx --report-unused-disable-directives --max-warnings 0",
"preview": "vite preview"
},
"dependencies": {
"@xenova/transform... | transformers.js/examples/florence2-webgpu/package.json/0 | {
"file_path": "transformers.js/examples/florence2-webgpu/package.json",
"repo_id": "transformers.js",
"token_count": 418
} | 387 |
#root {
max-width: 960px;
height: 100vh;
margin: 0 auto;
text-align: center;
display: flex;
justify-content: center;
align-items: center;
}
| transformers.js/examples/musicgen-web/src/App.css/0 | {
"file_path": "transformers.js/examples/musicgen-web/src/App.css",
"repo_id": "transformers.js",
"token_count": 60
} | 388 |
* {
box-sizing: border-box;
padding: 0;
margin: 0;
font-family: sans-serif;
}
html,
body {
height: 100%;
}
body {
padding: 16px 32px;
}
body,
#container,
#upload-button {
display: flex;
flex-direction: column;
justify-content: center;
align-items: center;
}
h1,
h4 {
text-align: center;
}
h4 {... | transformers.js/examples/remove-background-client/style.css/0 | {
"file_path": "transformers.js/examples/remove-background-client/style.css",
"repo_id": "transformers.js",
"token_count": 422
} | 389 |
import { env, AutoTokenizer, ClapTextModelWithProjection } from '@xenova/transformers';
import { getCachedFile } from './utils';
// Skip local model check
env.allowLocalModels = false;
class ApplicationSingleton {
static model_id = 'Xenova/larger_clap_music_and_speech';
static BASE_URL = 'https://huggingface... | transformers.js/examples/semantic-audio-search/worker.js/0 | {
"file_path": "transformers.js/examples/semantic-audio-search/worker.js",
"repo_id": "transformers.js",
"token_count": 1294
} | 390 |
import './globals.css'
import { Inter } from 'next/font/google'
const inter = Inter({ subsets: ['latin'] })
export const metadata = {
title: 'In-browser Semantic Image Search',
description: 'Search for images using text (built w/ Transformers.js)',
}
export default function RootLayout({ children }) {
return (
... | transformers.js/examples/semantic-image-search-client/src/app/layout.js/0 | {
"file_path": "transformers.js/examples/semantic-image-search-client/src/app/layout.js",
"repo_id": "transformers.js",
"token_count": 139
} | 391 |
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Transformers.js - Text-to-speech demo</title>
</head>
<body>
<div id="root"></div>
<script type="module" src="/src/main.jsx"></script>
</body>
</ht... | transformers.js/examples/text-to-speech-client/index.html/0 | {
"file_path": "transformers.js/examples/text-to-speech-client/index.html",
"repo_id": "transformers.js",
"token_count": 136
} | 392 |
<!doctype html>
<html lang="en">
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>The Tokenizer Playground</title>
</head>
<body>
<div id="root"></div>
<script type="module" src="/src/main.jsx"></script>
</body>
</html> | transformers.js/examples/tokenizer-playground/index.html/0 | {
"file_path": "transformers.js/examples/tokenizer-playground/index.html",
"repo_id": "transformers.js",
"token_count": 117
} | 393 |
import { marked } from 'marked';
import DOMPurify from 'dompurify';
import BotIcon from './icons/BotIcon';
import UserIcon from './icons/UserIcon';
import './Chat.css';
export default function Chat({ messages }) {
const empty = messages.length === 0;
return (<div className={`flex-1 p-6 max-w-[960px] w-full ... | transformers.js/examples/webgpu-chat/src/components/Chat.jsx/0 | {
"file_path": "transformers.js/examples/webgpu-chat/src/components/Chat.jsx",
"repo_id": "transformers.js",
"token_count": 1362
} | 394 |
import { defineConfig } from 'vite';
export default defineConfig({
build: {
target: 'esnext'
}
});
| transformers.js/examples/webgpu-clip/vite.config.js/0 | {
"file_path": "transformers.js/examples/webgpu-clip/vite.config.js",
"repo_id": "transformers.js",
"token_count": 37
} | 395 |
{
"name": "webgpu-video-depth-estimation",
"private": true,
"version": "0.0.0",
"type": "module",
"scripts": {
"dev": "vite",
"build": "vite build",
"preview": "vite preview"
},
"devDependencies": {
"vite": "^5.2.0"
},
"dependencies": {
"@xenova/transformers": "github:xenova/transf... | transformers.js/examples/webgpu-video-depth-estimation/package.json/0 | {
"file_path": "transformers.js/examples/webgpu-video-depth-estimation/package.json",
"repo_id": "transformers.js",
"token_count": 157
} | 396 |
export default function BotIcon(props) {
return (
<svg
{...props}
xmlns="http://www.w3.org/2000/svg"
width="24"
height="24"
viewBox="0 0 24 24"
fill="none"
stroke="currentColor"
strokeWidth="2"
stroke... | transformers.js/examples/webgpu-vlm/src/components/icons/BotIcon.jsx/0 | {
"file_path": "transformers.js/examples/webgpu-vlm/src/components/icons/BotIcon.jsx",
"repo_id": "transformers.js",
"token_count": 392
} | 397 |
import random
from typing import Optional, Tuple
from optimum.exporters.onnx.config import TextDecoderOnnxConfig
from optimum.utils import NormalizedTextConfig, DummyInputGenerator, DEFAULT_DUMMY_SHAPES, DummyTextInputGenerator, NormalizedConfig
class OpenElmDummyPastKeyValuesGenerator(DummyInputGenerator):
SUPP... | transformers.js/scripts/extra/openelm.py/0 | {
"file_path": "transformers.js/scripts/extra/openelm.py",
"repo_id": "transformers.js",
"token_count": 1129
} | 398 |
/**
* @module generation/configuration_utils
*/
import { pick } from "../utils/core.js";
/**
* Class that holds a configuration for a generation task.
*/
export class GenerationConfig {
// Parameters that control the length of the output
/**
* The maximum length the generated tokens can have.
*... | transformers.js/src/generation/configuration_utils.js/0 | {
"file_path": "transformers.js/src/generation/configuration_utils.js",
"repo_id": "transformers.js",
"token_count": 4706
} | 399 |
import {
ImageProcessor,
} from "../../base/image_processors_utils.js";
export class ConvNextImageProcessor extends ImageProcessor {
constructor(config) {
super(config);
/**
* Percentage of the image to crop. Only has an effect if this.size < 384.
*/
// @ts-expect-er... | transformers.js/src/models/convnext/image_processing_convnext.js/0 | {
"file_path": "transformers.js/src/models/convnext/image_processing_convnext.js",
"repo_id": "transformers.js",
"token_count": 683
} | 400 |
import {
ImageProcessor,
} from "../../base/image_processors_utils.js";
import { cat, full, interpolate_4d, slice, stack } from "../../utils/tensor.js";
export class Idefics3ImageProcessor extends ImageProcessor {
constructor(config) {
super(config);
this.do_image_splitting = config.do_image... | transformers.js/src/models/idefics3/image_processing_idefics3.js/0 | {
"file_path": "transformers.js/src/models/idefics3/image_processing_idefics3.js",
"repo_id": "transformers.js",
"token_count": 4603
} | 401 |
import {
ImageProcessor,
} from "../../base/image_processors_utils.js";
export class MobileViTImageProcessor extends ImageProcessor { }
export class MobileViTFeatureExtractor extends MobileViTImageProcessor { }
| transformers.js/src/models/mobilevit/image_processing_mobilevit.js/0 | {
"file_path": "transformers.js/src/models/mobilevit/image_processing_mobilevit.js",
"repo_id": "transformers.js",
"token_count": 64
} | 402 |
import {
ImageProcessor,
post_process_object_detection,
} from "../../base/image_processors_utils.js";
export class RTDetrImageProcessor extends ImageProcessor {
/** @type {typeof post_process_object_detection} */
post_process_object_detection(...args) {
return post_process_object_detection(.... | transformers.js/src/models/rt_detr/image_processing_rt_detr.js/0 | {
"file_path": "transformers.js/src/models/rt_detr/image_processing_rt_detr.js",
"repo_id": "transformers.js",
"token_count": 122
} | 403 |
import {
ImageProcessor,
} from "../../base/image_processors_utils.js";
export class VitPoseImageProcessor extends ImageProcessor {
/**
* Transform the heatmaps into keypoint predictions and transform them back to the image.
* NOTE: This is a naive implementation and does not include advanced post-p... | transformers.js/src/models/vitpose/image_processing_vitpose.js/0 | {
"file_path": "transformers.js/src/models/vitpose/image_processing_vitpose.js",
"repo_id": "transformers.js",
"token_count": 1796
} | 404 |
export const GITHUB_ISSUE_URL = 'https://github.com/huggingface/transformers.js/issues/new/choose';
export const CONFIG_NAME = "config.json"
export const FEATURE_EXTRACTOR_NAME = "preprocessor_config.json"
export const IMAGE_PROCESSOR_NAME = FEATURE_EXTRACTOR_NAME
export const PROCESSOR_NAME = "processor_config.json"... | transformers.js/src/utils/constants.js/0 | {
"file_path": "transformers.js/src/utils/constants.js",
"repo_id": "transformers.js",
"token_count": 149
} | 405 |
// Helper functions used when initialising the testing environment.
// Import Node typing utilities
import * as types from "node:util/types";
// Import onnxruntime-node's default backend
import { onnxruntimeBackend } from "onnxruntime-node/dist/backend";
import * as ONNX_COMMON from "onnxruntime-common";
/**
* A wo... | transformers.js/tests/init.js/0 | {
"file_path": "transformers.js/tests/init.js",
"repo_id": "transformers.js",
"token_count": 2091
} | 406 |
import { CodeGenTokenizer, CodeGenForCausalLM } from "../../../src/transformers.js";
import { MAX_MODEL_LOAD_TIME, MAX_TEST_EXECUTION_TIME, MAX_MODEL_DISPOSE_TIME, DEFAULT_MODEL_OPTIONS } from "../../init.js";
export default () => {
describe("CodeGenForCausalLM", () => {
const model_id = "hf-internal-testing/ti... | transformers.js/tests/models/codegen/test_modeling_codegen.js/0 | {
"file_path": "transformers.js/tests/models/codegen/test_modeling_codegen.js",
"repo_id": "transformers.js",
"token_count": 768
} | 407 |
import { PreTrainedTokenizer, JAISLMHeadModel } from "../../../src/transformers.js";
import { MAX_MODEL_LOAD_TIME, MAX_TEST_EXECUTION_TIME, MAX_MODEL_DISPOSE_TIME, DEFAULT_MODEL_OPTIONS } from "../../init.js";
export default () => {
describe("JAISLMHeadModel", () => {
const model_id = "onnx-community/tiny-rando... | transformers.js/tests/models/jais/test_modeling_jais.js/0 | {
"file_path": "transformers.js/tests/models/jais/test_modeling_jais.js",
"repo_id": "transformers.js",
"token_count": 798
} | 408 |
import { Wav2Vec2Processor, MoonshineForConditionalGeneration, full, ones } from "../../../src/transformers.js";
import { MAX_MODEL_LOAD_TIME, MAX_TEST_EXECUTION_TIME, MAX_MODEL_DISPOSE_TIME, DEFAULT_MODEL_OPTIONS } from "../../init.js";
export default () => {
describe("MoonshineForConditionalGeneration", () => {
... | transformers.js/tests/models/moonshine/test_modeling_moonshine.js/0 | {
"file_path": "transformers.js/tests/models/moonshine/test_modeling_moonshine.js",
"repo_id": "transformers.js",
"token_count": 724
} | 409 |
import { AutoProcessor, AutoModelForAudioFrameClassification } from "../../../src/transformers.js";
import { MAX_TEST_EXECUTION_TIME, DEFAULT_MODEL_OPTIONS } from "../../init.js";
import { compare } from "../../test_utils.js";
export default () => {
const models_to_test = ["onnx-community/pyannote-segmentation-3.0"... | transformers.js/tests/models/pyannote/test_modeling_pyannote.js/0 | {
"file_path": "transformers.js/tests/models/pyannote/test_modeling_pyannote.js",
"repo_id": "transformers.js",
"token_count": 1018
} | 410 |
import { AutoImageProcessor, rand, Tensor, VitPoseImageProcessor } from "../../../src/transformers.js";
import { load_cached_image } from "../../asset_cache.js";
import { MAX_PROCESSOR_LOAD_TIME, MAX_TEST_EXECUTION_TIME } from "../../init.js";
export default () => {
describe("VitPoseImageProcessor", () => {
con... | transformers.js/tests/models/vitpose/test_image_processing_vitpose.js/0 | {
"file_path": "transformers.js/tests/models/vitpose/test_image_processing_vitpose.js",
"repo_id": "transformers.js",
"token_count": 725
} | 411 |
import { pipeline, FillMaskPipeline } from "../../src/transformers.js";
import { MAX_MODEL_LOAD_TIME, MAX_TEST_EXECUTION_TIME, MAX_MODEL_DISPOSE_TIME, DEFAULT_MODEL_OPTIONS } from "../init.js";
const PIPELINE_ID = "fill-mask";
export default () => {
describe("Fill Mask", () => {
describe("Standard", () => {
... | transformers.js/tests/pipelines/test_pipelines_fill_mask.js/0 | {
"file_path": "transformers.js/tests/pipelines/test_pipelines_fill_mask.js",
"repo_id": "transformers.js",
"token_count": 3763
} | 412 |
import { pipeline, ZeroShotAudioClassificationPipeline } from "../../src/transformers.js";
import { MAX_MODEL_LOAD_TIME, MAX_TEST_EXECUTION_TIME, MAX_MODEL_DISPOSE_TIME, DEFAULT_MODEL_OPTIONS } from "../init.js";
import { load_cached_audio } from "../asset_cache.js";
const PIPELINE_ID = "zero-shot-audio-classificatio... | transformers.js/tests/pipelines/test_pipelines_zero_shot_audio_classification.js/0 | {
"file_path": "transformers.js/tests/pipelines/test_pipelines_zero_shot_audio_classification.js",
"repo_id": "transformers.js",
"token_count": 827
} | 413 |
import { fileURLToPath } from "node:url";
import path from "node:path";
import fs from "node:fs";
import webpack from "webpack";
import TerserPlugin from "terser-webpack-plugin";
const __dirname = path.dirname(fileURLToPath(import.meta.url));
/**
* Plugin to strip the "node:" prefix from module requests.
*
* This... | transformers.js/webpack.config.js/0 | {
"file_path": "transformers.js/webpack.config.js",
"repo_id": "transformers.js",
"token_count": 2352
} | 414 |
# AGENTS.md Guide for Hugging Face Transformers
This AGENTS.md file provides guidance for code agents working with this codebase.
## Core Project Structure
- `/src/transformers`: This contains the core source code for the library
- `/models`: Code for individual models. Models inherit from base classes in the root... | transformers/AGENTS.md/0 | {
"file_path": "transformers/AGENTS.md",
"repo_id": "transformers",
"token_count": 833
} | 415 |
defaults:
- benchmark # inheriting benchmark schema
- scenario: inference
- launcher: process
- backend: pytorch
- _self_ # for hydra 1.1 compatibility
name: pytorch_generate
launcher:
start_method: spawn
device_isolation: true
device_isolation_action: warn
backend:
device: cuda
device_ids: 0
n... | transformers/benchmark/config/generation.yaml/0 | {
"file_path": "transformers/benchmark/config/generation.yaml",
"repo_id": "transformers",
"token_count": 449
} | 416 |
FROM python:3.10-slim
ENV PYTHONDONTWRITEBYTECODE=1
USER root
ARG REF=main
RUN apt-get update && apt-get install -y time git g++ pkg-config make git-lfs
ENV UV_PYTHON=/usr/local/bin/python
RUN pip install uv && uv pip install --no-cache-dir -U pip setuptools GitPython
RUN uv pip install --no-cache-dir --upgrade 'torch'... | transformers/docker/consistency.dockerfile/0 | {
"file_path": "transformers/docker/consistency.dockerfile",
"repo_id": "transformers",
"token_count": 278
} | 417 |
FROM google/cloud-sdk:slim
# Build args.
ARG GITHUB_REF=refs/heads/main
# TODO: This Dockerfile installs pytorch/xla 3.6 wheels. There are also 3.7
# wheels available; see below.
ENV PYTHON_VERSION=3.6
RUN apt-get update && apt-get install -y --no-install-recommends \
build-essential \
cmake \
... | transformers/docker/transformers-pytorch-tpu/Dockerfile/0 | {
"file_path": "transformers/docker/transformers-pytorch-tpu/Dockerfile",
"repo_id": "transformers",
"token_count": 1235
} | 418 |
# النماذج متعددة اللغات للاستدلال
هناك العديد من النماذج متعددة اللغات في مكتبة 🤗 Transformers، وتختلف طريقة استخدامها للاستدلال عن النماذج أحادية اللغة. ولكن ليس كل استخدام النماذج متعددة اللغات مختلف. فبعض النماذج، مثل [google-bert/bert-base-multilingual-uncased](https://huggingface.co/google-bert/bert-base-multili... | transformers/docs/source/ar/multilingual.md/0 | {
"file_path": "transformers/docs/source/ar/multilingual.md",
"repo_id": "transformers",
"token_count": 4876
} | 419 |
<!--Copyright 2022 The HuggingFace 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... | transformers/docs/source/ar/tasks/multiple_choice.md/0 | {
"file_path": "transformers/docs/source/ar/tasks/multiple_choice.md",
"repo_id": "transformers",
"token_count": 5876
} | 420 |
<!--Copyright 2020 The HuggingFace 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... | transformers/docs/source/de/add_new_model.md/0 | {
"file_path": "transformers/docs/source/de/add_new_model.md",
"repo_id": "transformers",
"token_count": 23972
} | 421 |
# docstyle-ignore
INSTALL_CONTENT = """
# Transformers installation
! pip install transformers datasets evaluate accelerate
# To install from source instead of the last release, comment the command above and uncomment the following one.
# ! pip install git+https://github.com/huggingface/transformers.git
"""
notebook_f... | transformers/docs/source/en/_config.py/0 | {
"file_path": "transformers/docs/source/en/_config.py",
"repo_id": "transformers",
"token_count": 157
} | 422 |
<!--Copyright 2022 The HuggingFace 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... | transformers/docs/source/en/hpo_train.md/0 | {
"file_path": "transformers/docs/source/en/hpo_train.md",
"repo_id": "transformers",
"token_count": 2488
} | 423 |
<!--Copyright 2024 The HuggingFace 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... | transformers/docs/source/en/kv_cache.md/0 | {
"file_path": "transformers/docs/source/en/kv_cache.md",
"repo_id": "transformers",
"token_count": 5358
} | 424 |
<!--Copyright 2020 The HuggingFace 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... | transformers/docs/source/en/main_classes/output.md/0 | {
"file_path": "transformers/docs/source/en/main_classes/output.md",
"repo_id": "transformers",
"token_count": 1670
} | 425 |
<!--Copyright 2022 The HuggingFace 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... | transformers/docs/source/en/model_doc/audio-spectrogram-transformer.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/audio-spectrogram-transformer.md",
"repo_id": "transformers",
"token_count": 2370
} | 426 |
<!--Copyright 2022 The HuggingFace 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... | transformers/docs/source/en/model_doc/biogpt.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/biogpt.md",
"repo_id": "transformers",
"token_count": 1809
} | 427 |
<!--Copyright 2020 The HuggingFace 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... | transformers/docs/source/en/model_doc/cpm.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/cpm.md",
"repo_id": "transformers",
"token_count": 827
} | 428 |
<!--Copyright 2025 Deepseek AI and The HuggingFace 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 applicab... | transformers/docs/source/en/model_doc/deepseek_vl_hybrid.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/deepseek_vl_hybrid.md",
"repo_id": "transformers",
"token_count": 2939
} | 429 |
<!--Copyright 2020 The HuggingFace 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... | transformers/docs/source/en/model_doc/distilbert.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/distilbert.md",
"repo_id": "transformers",
"token_count": 1492
} | 430 |
<!--Copyright 2025 The HuggingFace 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... | transformers/docs/source/en/model_doc/ernie4_5.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/ernie4_5.md",
"repo_id": "transformers",
"token_count": 1201
} | 431 |
<!--Copyright 2025 The HuggingFace 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... | transformers/docs/source/en/model_doc/florence2.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/florence2.md",
"repo_id": "transformers",
"token_count": 2259
} | 432 |
<!--Copyright 2021 The HuggingFace 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... | transformers/docs/source/en/model_doc/imagegpt.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/imagegpt.md",
"repo_id": "transformers",
"token_count": 2073
} | 433 |
<!--Copyright 2020 The HuggingFace 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... | transformers/docs/source/en/model_doc/led.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/led.md",
"repo_id": "transformers",
"token_count": 2990
} | 434 |
<!--Copyright 2022 The HuggingFace 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... | transformers/docs/source/en/model_doc/longt5.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/longt5.md",
"repo_id": "transformers",
"token_count": 1770
} | 435 |
<!--Copyright 2021 NVIDIA Corporation and The HuggingFace 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 a... | transformers/docs/source/en/model_doc/megatron_gpt2.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/megatron_gpt2.md",
"repo_id": "transformers",
"token_count": 1301
} | 436 |
<!--Copyright 2022 The HuggingFace 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... | transformers/docs/source/en/model_doc/mobilenet_v2.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/mobilenet_v2.md",
"repo_id": "transformers",
"token_count": 1830
} | 437 |
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Copyright (c) 2024, NVIDIA CORPORATION. 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/lic... | transformers/docs/source/en/model_doc/nemotron.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/nemotron.md",
"repo_id": "transformers",
"token_count": 1873
} | 438 |
<!--Copyright 2024 The Qwen Team and The HuggingFace 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 applic... | transformers/docs/source/en/model_doc/qwen3.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/qwen3.md",
"repo_id": "transformers",
"token_count": 504
} | 439 |
<!--Copyright 2022 The HuggingFace 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... | transformers/docs/source/en/model_doc/roc_bert.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/roc_bert.md",
"repo_id": "transformers",
"token_count": 1440
} | 440 |
<!--Copyright 2025 The HuggingFace 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 agree... | transformers/docs/source/en/model_doc/shieldgemma2.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/shieldgemma2.md",
"repo_id": "transformers",
"token_count": 1294
} | 441 |
<!--Copyright 2022 The HuggingFace 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... | transformers/docs/source/en/model_doc/swin.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/swin.md",
"repo_id": "transformers",
"token_count": 1248
} | 442 |
<!--Copyright 2020 The HuggingFace 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... | transformers/docs/source/en/model_doc/transfo-xl.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/transfo-xl.md",
"repo_id": "transformers",
"token_count": 1889
} | 443 |
<!--Copyright 2022 The HuggingFace 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... | transformers/docs/source/en/model_doc/wav2vec2-conformer.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/wav2vec2-conformer.md",
"repo_id": "transformers",
"token_count": 1199
} | 444 |
<!--Copyright 2024 The HuggingFace 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... | transformers/docs/source/en/perf_hardware.md/0 | {
"file_path": "transformers/docs/source/en/perf_hardware.md",
"repo_id": "transformers",
"token_count": 1237
} | 445 |
<!---
Copyright 2020 The HuggingFace 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 ... | transformers/docs/source/en/pr_checks.md/0 | {
"file_path": "transformers/docs/source/en/pr_checks.md",
"repo_id": "transformers",
"token_count": 3159
} | 446 |
<!--Copyright 2024 The HuggingFace 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... | transformers/docs/source/en/quantization/hqq.md/0 | {
"file_path": "transformers/docs/source/en/quantization/hqq.md",
"repo_id": "transformers",
"token_count": 1296
} | 447 |
<!--Copyright 2022 The HuggingFace 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... | transformers/docs/source/en/tasks/audio_classification.md/0 | {
"file_path": "transformers/docs/source/en/tasks/audio_classification.md",
"repo_id": "transformers",
"token_count": 4000
} | 448 |
<!--Copyright 2022 The HuggingFace 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... | transformers/docs/source/en/tasks/object_detection.md/0 | {
"file_path": "transformers/docs/source/en/tasks/object_detection.md",
"repo_id": "transformers",
"token_count": 23688
} | 449 |
### `tiny-agents` CLI and MCP Tools
To showcase the use of MCP tools, let's see how to integrate the `transformers serve` server with the [`tiny-agents`](https://huggingface.co/blog/python-tiny-agents) CLI.
> [!TIP]
> Many Hugging Face Spaces can be used as MCP servers, as in this example. You can find all compatible... | transformers/docs/source/en/tiny_agents.md/0 | {
"file_path": "transformers/docs/source/en/tiny_agents.md",
"repo_id": "transformers",
"token_count": 699
} | 450 |
<!--Copyright 2024 The HuggingFace 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... | transformers/docs/source/es/chat_templating.md/0 | {
"file_path": "transformers/docs/source/es/chat_templating.md",
"repo_id": "transformers",
"token_count": 8513
} | 451 |
<!--Copyright 2022 The HuggingFace 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... | transformers/docs/source/es/pipeline_tutorial.md/0 | {
"file_path": "transformers/docs/source/es/pipeline_tutorial.md",
"repo_id": "transformers",
"token_count": 6255
} | 452 |
<!--⚠️ Note that this file is in Markdown but contain specific syntax for our doc-builder (similar to MDX) that may not be
rendered properly in your Markdown viewer.
-->
# Pipelines pour l'inférence
L'objet [`pipeline`] rend simple l'utilisation de n'importe quel modèle du [Hub](https://huggingface.co/models) pour l'... | transformers/docs/source/fr/tutoriel_pipeline.md/0 | {
"file_path": "transformers/docs/source/fr/tutoriel_pipeline.md",
"repo_id": "transformers",
"token_count": 6224
} | 453 |
<!---
Copyright 2022 The HuggingFace 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 ... | transformers/docs/source/it/installation.md/0 | {
"file_path": "transformers/docs/source/it/installation.md",
"repo_id": "transformers",
"token_count": 3586
} | 454 |
<!--Copyright 2022 The HuggingFace 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... | transformers/docs/source/it/quicktour.md/0 | {
"file_path": "transformers/docs/source/it/quicktour.md",
"repo_id": "transformers",
"token_count": 5364
} | 455 |
<!--Copyright 2023 The HuggingFace 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... | transformers/docs/source/ja/generation_strategies.md/0 | {
"file_path": "transformers/docs/source/ja/generation_strategies.md",
"repo_id": "transformers",
"token_count": 7779
} | 456 |
<!--Copyright 2020 The HuggingFace 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... | transformers/docs/source/ja/model_doc/albert.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/albert.md",
"repo_id": "transformers",
"token_count": 2497
} | 457 |
<!--Copyright 2021 The HuggingFace 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... | transformers/docs/source/ja/model_doc/bigbird_pegasus.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/bigbird_pegasus.md",
"repo_id": "transformers",
"token_count": 2276
} | 458 |
<!--Copyright 2021 The HuggingFace 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... | transformers/docs/source/ja/model_doc/clip.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/clip.md",
"repo_id": "transformers",
"token_count": 4289
} | 459 |
<!--Copyright 2022 The HuggingFace 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... | transformers/docs/source/ja/model_doc/decision_transformer.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/decision_transformer.md",
"repo_id": "transformers",
"token_count": 1069
} | 460 |
<!--Copyright 2023 The HuggingFace 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... | transformers/docs/source/ja/perf_infer_gpu_many.md/0 | {
"file_path": "transformers/docs/source/ja/perf_infer_gpu_many.md",
"repo_id": "transformers",
"token_count": 2559
} | 461 |
<!--
Copyright 2023 The HuggingFace 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 agree... | transformers/docs/source/ja/preprocessing.md/0 | {
"file_path": "transformers/docs/source/ja/preprocessing.md",
"repo_id": "transformers",
"token_count": 12127
} | 462 |
<!--Copyright 2022 The HuggingFace 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... | transformers/docs/source/ja/tasks/multiple_choice.md/0 | {
"file_path": "transformers/docs/source/ja/tasks/multiple_choice.md",
"repo_id": "transformers",
"token_count": 4283
} | 463 |
<!--Copyright 2023 The HuggingFace 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... | transformers/docs/source/ja/torchscript.md/0 | {
"file_path": "transformers/docs/source/ja/torchscript.md",
"repo_id": "transformers",
"token_count": 4350
} | 464 |
<!--Copyright 2024 The HuggingFace 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... | transformers/docs/source/ko/deepspeed.md/0 | {
"file_path": "transformers/docs/source/ko/deepspeed.md",
"repo_id": "transformers",
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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
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Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
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http://www.apache.org/licenses/LICENSE-2.0
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