text stringlengths 96 319k | id stringlengths 14 178 | metadata dict |
|---|---|---|
'use client'
import { useState, useEffect, useRef, useCallback } from 'react'
export default function Home() {
// Keep track of the classification result and the model loading status.
const [result, setResult] = useState(null);
const [ready, setReady] = useState(null);
// Create a reference to the worker ob... | transformers.js/examples/next-client/src/app/page.js/0 | {
"file_path": "transformers.js/examples/next-client/src/app/page.js",
"repo_id": "transformers.js",
"token_count": 858
} |
import { useEffect, useRef, useState } from 'react'
import LanguageSelector from './components/LanguageSelector';
import Progress from './components/Progress';
import './App.css'
function App() {
// Model loading
const [ready, setReady] = useState(null);
const [disabled, setDisabled] = useState(false);
const... | transformers.js/examples/react-translator/src/App.jsx/0 | {
"file_path": "transformers.js/examples/react-translator/src/App.jsx",
"repo_id": "transformers.js",
"token_count": 1595
} |
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8" />
<link rel="stylesheet" href="index.css" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Transformers.js - Segment Anything WebGPU</title>
</head>
<body>
<h1>Segment Anything WebGPU</h1>
<h3>In-... | transformers.js/examples/segment-anything-client/index.html/0 | {
"file_path": "transformers.js/examples/segment-anything-client/index.html",
"repo_id": "transformers.js",
"token_count": 893
} |
import { downloadImage } from '../utils.js'
import Image from 'next/image'
export function Modal({ currentImage, setCurrentImage }) {
return (
<div
className='fixed inset-0 z-30 backdrop-blur-2xl w-full h-full bg-black top-0 left-0 transition'
style={{
backgroundColo... | transformers.js/examples/semantic-image-search/src/app/components/Modal.jsx/0 | {
"file_path": "transformers.js/examples/semantic-image-search/src/app/components/Modal.jsx",
"repo_id": "transformers.js",
"token_count": 1950
} |
import { useEffect, useRef } from "react";
export default function AudioPlayer({ audioUrl, mimeType }) {
const audioPlayer = useRef(null);
const audioSource = useRef(null);
// Updates src when url changes
useEffect(() => {
if (audioPlayer.current && audioSource.current) {
audioSour... | transformers.js/examples/text-to-speech-client/src/components/AudioPlayer.jsx/0 | {
"file_path": "transformers.js/examples/text-to-speech-client/src/components/AudioPlayer.jsx",
"repo_id": "transformers.js",
"token_count": 369
} |
#root {
max-width: 1280px;
width: 100%;
margin: 0 auto;
padding: 2rem;
text-align: center;
display: flex;
justify-content: center;
align-items: center;
flex-direction: column;
}
| transformers.js/examples/tokenizer-playground/src/App.css/0 | {
"file_path": "transformers.js/examples/tokenizer-playground/src/App.css",
"repo_id": "transformers.js",
"token_count": 73
} |
export default function UserIcon(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"
strok... | transformers.js/examples/webgpu-vlm/src/components/icons/UserIcon.jsx/0 | {
"file_path": "transformers.js/examples/webgpu-vlm/src/components/icons/UserIcon.jsx",
"repo_id": "transformers.js",
"token_count": 313
} |
def generate_tokenizer_json(tokenizer):
vocab = tokenizer.vocab
special_tokens_vocab = vocab
if "<pad>" not in tokenizer.vocab:
# For MMS tokenizers, the vocab is of the form:
# {
# language_id: { language_vocab }
# }
# So, to get the list of special tokens, we ju... | transformers.js/scripts/extra/wav2vec2.py/0 | {
"file_path": "transformers.js/scripts/extra/wav2vec2.py",
"repo_id": "transformers.js",
"token_count": 890
} |
/**
* @file Definitions of all models available in Transformers.js.
*
* **Example:** Load and run an `AutoModel`.
*
* ```javascript
* import { AutoModel, AutoTokenizer } from '@huggingface/transformers';
*
* let tokenizer = await AutoTokenizer.from_pretrained('Xenova/bert-base-uncased');
* let model = awai... | transformers.js/src/models.js/0 | {
"file_path": "transformers.js/src/models.js",
"repo_id": "transformers.js",
"token_count": 115347
} |
export * from './audio_spectrogram_transformer/feature_extraction_audio_spectrogram_transformer.js';
export * from './clap/feature_extraction_clap.js';
export * from './moonshine/feature_extraction_moonshine.js';
export * from './pyannote/feature_extraction_pyannote.js';
export * from './seamless_m4t/feature_extractio... | transformers.js/src/models/feature_extractors.js/0 | {
"file_path": "transformers.js/src/models/feature_extractors.js",
"repo_id": "transformers.js",
"token_count": 254
} |
import { FeatureExtractor, validate_audio_inputs } from '../../base/feature_extraction_utils.js';
import { Tensor } from '../../utils/tensor.js';
import { max, softmax } from '../../utils/maths.js';
export class PyAnnoteFeatureExtractor extends FeatureExtractor {
/**
* Asynchronously extracts features from a... | transformers.js/src/models/pyannote/feature_extraction_pyannote.js/0 | {
"file_path": "transformers.js/src/models/pyannote/feature_extraction_pyannote.js",
"repo_id": "transformers.js",
"token_count": 1478
} |
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
} |
/**
* @file Core utility functions/classes for Transformers.js.
*
* These are only used internally, meaning an end-user shouldn't
* need to access anything here.
*
* @module utils/core
*/
/**
* @typedef {Object} InitiateProgressInfo
* @property {'initiate'} status
* @property {string} name The model id or d... | transformers.js/src/utils/core.js/0 | {
"file_path": "transformers.js/src/utils/core.js",
"repo_id": "transformers.js",
"token_count": 2392
} |
import { GPT2Tokenizer, GPT2LMHeadModel } 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("GPT2LMHeadModel", () => {
const model_id = "hf-internal-testing/tiny-random... | transformers.js/tests/models/gpt2/test_modeling_gpt2.js/0 | {
"file_path": "transformers.js/tests/models/gpt2/test_modeling_gpt2.js",
"repo_id": "transformers.js",
"token_count": 769
} |
import { LlamaTokenizer, LlamaForCausalLM } from "../../../src/transformers.js";
import { MAX_MODEL_LOAD_TIME, MAX_TEST_EXECUTION_TIME, MAX_MODEL_DISPOSE_TIME, MAX_TEST_TIME, DEFAULT_MODEL_OPTIONS } from "../../init.js";
export default () => {
describe("LlamaForCausalLM", () => {
const model_id = "hf-internal-t... | transformers.js/tests/models/llama/test_modeling_llama.js/0 | {
"file_path": "transformers.js/tests/models/llama/test_modeling_llama.js",
"repo_id": "transformers.js",
"token_count": 1273
} |
import { AutoImageProcessor, SamImageProcessor } 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 () => {
// SamImageProcessor
// - tests normal padding (do_pad=true, pad... | transformers.js/tests/models/sam/test_image_processing_sam.js/0 | {
"file_path": "transformers.js/tests/models/sam/test_image_processing_sam.js",
"repo_id": "transformers.js",
"token_count": 1475
} |
import { WhisperTokenizer } from "../../../src/tokenizers.js";
import { BASE_TEST_STRINGS, WHISPER_TEST_STRINGS } from "../test_strings.js";
import { compare } from "../../test_utils.js";
export const TOKENIZER_CLASS = WhisperTokenizer;
export const TEST_CONFIG = {
"onnx-community/whisper-tiny.en": {
SIMPLE: {
... | transformers.js/tests/models/whisper/test_tokenization_whisper.js/0 | {
"file_path": "transformers.js/tests/models/whisper/test_tokenization_whisper.js",
"repo_id": "transformers.js",
"token_count": 25252
} |
import { pipeline, QuestionAnsweringPipeline } 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 = "question-answering";
export default () => {
describe("Question Answering", () => {
cons... | transformers.js/tests/pipelines/test_pipelines_question_answering.js/0 | {
"file_path": "transformers.js/tests/pipelines/test_pipelines_question_answering.js",
"repo_id": "transformers.js",
"token_count": 775
} |
import {
// Models
AutoModelForSeq2SeqLM,
AutoModelForCausalLM,
LlamaForCausalLM,
LlavaForConditionalGeneration,
// Tokenizers
AutoTokenizer,
LlamaTokenizer,
// Processors
AutoProcessor,
Processor,
// Other
TextStreamer,
RawImage,
} from "../../src/transformers.js";
import { init, MAX_TE... | transformers.js/tests/utils/generation.test.js/0 | {
"file_path": "transformers.js/tests/utils/generation.test.js",
"repo_id": "transformers.js",
"token_count": 4999
} |
FROM nvidia/cuda:10.2-cudnn7-devel-ubuntu18.04
LABEL maintainer="Hugging Face"
LABEL repository="transformers"
RUN apt update && \
apt install -y bash \
build-essential \
git \
curl \
ca-certificates \
python3 \
... | transformers/docker/transformers-gpu/Dockerfile/0 | {
"file_path": "transformers/docker/transformers-gpu/Dockerfile",
"repo_id": "transformers",
"token_count": 397
} |
# المعالجة المسبقة Preprocessing
[[open-in-colab]]
قبل تدريب نموذج على مجموعة بيانات، يجب معالجتها مسبقًا وفقًا تنسيق المتوقع لمدخلات النموذج. سواء كانت بياناتك نصية أو صورًا أو صوتًا، فيجب تحويلها وتجميعها في دفعات من الموترات. يوفر 🤗 Transformers مجموعة من فئات المعالجة المسبقة للمساعدة في إعداد بياناتك للنموذج. ... | transformers/docs/source/ar/preprocessing.md/0 | {
"file_path": "transformers/docs/source/ar/preprocessing.md",
"repo_id": "transformers",
"token_count": 15734
} |
# Tiktoken والتفاعل مع Transformers
يتم دمج دعم ملفات نموذج tiktoken بسلاسة في 🤗 transformers عند تحميل النماذج
`from_pretrained` مع ملف `tokenizer.model` tiktoken على Hub، والذي يتم تحويله تلقائيًا إلى [المحلل اللغوي السريع](https://huggingface.co/docs/transformers/main/en/main_classes/tokenizer#transformers.PreTrai... | transformers/docs/source/ar/tiktoken.md/0 | {
"file_path": "transformers/docs/source/ar/tiktoken.md",
"repo_id": "transformers",
"token_count": 1097
} |
<!--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/de/model_sharing.md/0 | {
"file_path": "transformers/docs/source/de/model_sharing.md",
"repo_id": "transformers",
"token_count": 4286
} |
<!--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/agents.md/0 | {
"file_path": "transformers/docs/source/en/agents.md",
"repo_id": "transformers",
"token_count": 5761
} |
<!--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/en/generation_strategies.md/0 | {
"file_path": "transformers/docs/source/en/generation_strategies.md",
"repo_id": "transformers",
"token_count": 9472
} |
<!--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": 8759
} |
<!--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/onnx.md/0 | {
"file_path": "transformers/docs/source/en/main_classes/onnx.md",
"repo_id": "transformers",
"token_count": 523
} |
<!--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/model_doc/bamba.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/bamba.md",
"repo_id": "transformers",
"token_count": 796
} |
<!--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/deberta-v2.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/deberta-v2.md",
"repo_id": "transformers",
"token_count": 1846
} |
<!--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/dit.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/dit.md",
"repo_id": "transformers",
"token_count": 1429
} |
<!--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/gpt-sw3.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/gpt-sw3.md",
"repo_id": "transformers",
"token_count": 879
} |
<!--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/layoutlmv2.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/layoutlmv2.md",
"repo_id": "transformers",
"token_count": 5361
} |
<!--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/lxmert.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/lxmert.md",
"repo_id": "transformers",
"token_count": 1392
} |
<!--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/rag.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/rag.md",
"repo_id": "transformers",
"token_count": 1273
} |
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the MIT License; you may not use this file except in compliance with
the License.
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 CON... | transformers/docs/source/en/model_doc/superpoint.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/superpoint.md",
"repo_id": "transformers",
"token_count": 1769
} |
<!--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": 2000
} |
<!--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/vision-encoder-decoder.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/vision-encoder-decoder.md",
"repo_id": "transformers",
"token_count": 2537
} |
<!--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/wavlm.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/wavlm.md",
"repo_id": "transformers",
"token_count": 972
} |
<!--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/model_doc/zamba2.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/zamba2.md",
"repo_id": "transformers",
"token_count": 1035
} |
<!--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/perf_train_cpu_many.md/0 | {
"file_path": "transformers/docs/source/en/perf_train_cpu_many.md",
"repo_id": "transformers",
"token_count": 5718
} |
<!--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/compressed_tensors.md/0 | {
"file_path": "transformers/docs/source/en/quantization/compressed_tensors.md",
"repo_id": "transformers",
"token_count": 4297
} |
<!--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/task_summary.md/0 | {
"file_path": "transformers/docs/source/en/task_summary.md",
"repo_id": "transformers",
"token_count": 5654
} |
<!--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/multiple_choice.md/0 | {
"file_path": "transformers/docs/source/en/tasks/multiple_choice.md",
"repo_id": "transformers",
"token_count": 5495
} |
<!--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/testing.md/0 | {
"file_path": "transformers/docs/source/en/testing.md",
"repo_id": "transformers",
"token_count": 13559
} |
<!--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
} |
<!--⚠️ 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": 6226
} |
<!--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/it/debugging.md/0 | {
"file_path": "transformers/docs/source/it/debugging.md",
"repo_id": "transformers",
"token_count": 5635
} |
<!---
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/it/pr_checks.md/0 | {
"file_path": "transformers/docs/source/it/pr_checks.md",
"repo_id": "transformers",
"token_count": 2370
} |
<!--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
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Unless required by applicable law or agreed... | transformers/docs/source/ja/custom_models.md/0 | {
"file_path": "transformers/docs/source/ja/custom_models.md",
"repo_id": "transformers",
"token_count": 7503
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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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Unless required by applicable law or agreed... | transformers/docs/source/ja/main_classes/processors.md/0 | {
"file_path": "transformers/docs/source/ja/main_classes/processors.md",
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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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Unless required by applicable law or agreed... | transformers/docs/source/ja/model_doc/bert-generation.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/bert-generation.md",
"repo_id": "transformers",
"token_count": 1974
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<!--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/byt5.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/byt5.md",
"repo_id": "transformers",
"token_count": 3268
} |
<!--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/ctrl.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/ctrl.md",
"repo_id": "transformers",
"token_count": 2127
} |
<!--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/multilingual.md/0 | {
"file_path": "transformers/docs/source/ja/multilingual.md",
"repo_id": "transformers",
"token_count": 4144
} |
<!---
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 ... | transformers/docs/source/ja/performance.md/0 | {
"file_path": "transformers/docs/source/ja/performance.md",
"repo_id": "transformers",
"token_count": 2063
} |
<!--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/image_classification.md/0 | {
"file_path": "transformers/docs/source/ja/tasks/image_classification.md",
"repo_id": "transformers",
"token_count": 8613
} |
<!--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/tasks/video_classification.md/0 | {
"file_path": "transformers/docs/source/ja/tasks/video_classification.md",
"repo_id": "transformers",
"token_count": 10027
} |
<!--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
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Unless required by applicable law or agreed... | transformers/docs/source/ko/add_new_model.md/0 | {
"file_path": "transformers/docs/source/ko/add_new_model.md",
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"token_count": 43040
} |
<!--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/ko/generation_strategies.md/0 | {
"file_path": "transformers/docs/source/ko/generation_strategies.md",
"repo_id": "transformers",
"token_count": 13395
} |
<!--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/ko/llm_tutorial.md/0 | {
"file_path": "transformers/docs/source/ko/llm_tutorial.md",
"repo_id": "transformers",
"token_count": 8185
} |
# AltCLIP
## 개요[[overview]]
AltCLIP 모델은 Zhongzhi Chen, Guang Liu, Bo-Wen Zhang, Fulong Ye, Qinghong Yang, Ledell Wu의 [AltCLIP: Altering the Language Encoder in CLIP for Extended Language Capabilities](https://arxiv.org/abs/2211.06679v2) 논문에서 제안되었습니다. AltCLIP(CLIP의 언어 인코더를 변경하여 언어 기능 확장)은 다양한 이미지-텍스트 및 텍스트-텍스트 쌍으로 훈련된... | transformers/docs/source/ko/model_doc/altclip.md/0 | {
"file_path": "transformers/docs/source/ko/model_doc/altclip.md",
"repo_id": "transformers",
"token_count": 3274
} |
<!--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/model_doc/dbrx.md/0 | {
"file_path": "transformers/docs/source/ko/model_doc/dbrx.md",
"repo_id": "transformers",
"token_count": 3617
} |
<!--Copyright 2023 Mistral 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 applicabl... | transformers/docs/source/ko/model_doc/mistral.md/0 | {
"file_path": "transformers/docs/source/ko/model_doc/mistral.md",
"repo_id": "transformers",
"token_count": 7040
} |
<!--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/ko/model_sharing.md/0 | {
"file_path": "transformers/docs/source/ko/model_sharing.md",
"repo_id": "transformers",
"token_count": 7560
} |
<!--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/ko/philosophy.md/0 | {
"file_path": "transformers/docs/source/ko/philosophy.md",
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"token_count": 5165
} |
<!--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/ko/tasks/audio_classification.md/0 | {
"file_path": "transformers/docs/source/ko/tasks/audio_classification.md",
"repo_id": "transformers",
"token_count": 7985
} |
<!--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/ko/tasks/semantic_segmentation.md/0 | {
"file_path": "transformers/docs/source/ko/tasks/semantic_segmentation.md",
"repo_id": "transformers",
"token_count": 14041
} |
<!--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/pt/quicktour.md/0 | {
"file_path": "transformers/docs/source/pt/quicktour.md",
"repo_id": "transformers",
"token_count": 6104
} |
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根据Apache许可证第2.0版（“许可证”）许可；除非符合许可证，否则您不得使用此文件。您可以在以下网址获取许可证的副本：
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# 注意力机制
大多数 t... | transformers/docs/source/zh/attention.md/0 | {
"file_path": "transformers/docs/source/zh/attention.md",
"repo_id": "transformers",
"token_count": 2385
} |
<!---
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/zh/perf_hardware.md/0 | {
"file_path": "transformers/docs/source/zh/perf_hardware.md",
"repo_id": "transformers",
"token_count": 3946
} |
<!--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/zh/tiktoken.md/0 | {
"file_path": "transformers/docs/source/zh/tiktoken.md",
"repo_id": "transformers",
"token_count": 1169
} |
#!/usr/bin/env python
# coding=utf-8
# 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-... | transformers/examples/flax/language-modeling/run_mlm_flax.py/0 | {
"file_path": "transformers/examples/flax/language-modeling/run_mlm_flax.py",
"repo_id": "transformers",
"token_count": 17055
} |
#!/usr/bin/env python
# coding=utf-8
# Copyright 2021 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/LI... | transformers/examples/flax/text-classification/run_flax_glue.py/0 | {
"file_path": "transformers/examples/flax/text-classification/run_flax_glue.py",
"repo_id": "transformers",
"token_count": 12138
} |
import argparse
import glob
import logging
import os
import time
from argparse import Namespace
import numpy as np
import torch
from lightning_base import BaseTransformer, add_generic_args, generic_train
from torch.utils.data import DataLoader, TensorDataset
from transformers import glue_compute_metrics as compute_me... | transformers/examples/legacy/pytorch-lightning/run_glue.py/0 | {
"file_path": "transformers/examples/legacy/pytorch-lightning/run_glue.py",
"repo_id": "transformers",
"token_count": 3476
} |
#!/usr/bin/env python
# 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... | transformers/examples/legacy/seq2seq/convert_model_to_fp16.py/0 | {
"file_path": "transformers/examples/legacy/seq2seq/convert_model_to_fp16.py",
"repo_id": "transformers",
"token_count": 450
} |
#!/usr/bin/env python
# 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... | transformers/examples/legacy/seq2seq/run_distributed_eval.py/0 | {
"file_path": "transformers/examples/legacy/seq2seq/run_distributed_eval.py",
"repo_id": "transformers",
"token_count": 4164
} |
# Note that llama and cohere have different definitions for rotate_half
from transformers.models.cohere.modeling_cohere import rotate_half # noqa
from transformers.models.llama.modeling_llama import LlamaAttention
# When following LlamaAttention dependencies, we will grab the function `rotate_half` defined
# in `mod... | transformers/examples/modular-transformers/modular_switch_function.py/0 | {
"file_path": "transformers/examples/modular-transformers/modular_switch_function.py",
"repo_id": "transformers",
"token_count": 133
} |
#!/usr/bin/env python
# coding=utf-8
# Copyright 2022 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/LI... | transformers/examples/pytorch/image-pretraining/run_mae.py/0 | {
"file_path": "transformers/examples/pytorch/image-pretraining/run_mae.py",
"repo_id": "transformers",
"token_count": 6332
} |
<!---
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/examples/pytorch/multiple-choice/README.md/0 | {
"file_path": "transformers/examples/pytorch/multiple-choice/README.md",
"repo_id": "transformers",
"token_count": 1170
} |
#!/usr/bin/env python
# coding=utf-8
# 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-... | transformers/examples/pytorch/question-answering/run_seq2seq_qa.py/0 | {
"file_path": "transformers/examples/pytorch/question-answering/run_seq2seq_qa.py",
"repo_id": "transformers",
"token_count": 13281
} |
<!---
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/examples/pytorch/summarization/README.md/0 | {
"file_path": "transformers/examples/pytorch/summarization/README.md",
"repo_id": "transformers",
"token_count": 2636
} |
<!---
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/examples/pytorch/token-classification/README.md/0 | {
"file_path": "transformers/examples/pytorch/token-classification/README.md",
"repo_id": "transformers",
"token_count": 1813
} |
# Patience-based Early Exit
Patience-based Early Exit (PABEE) is a plug-and-play inference method for pretrained language models.
We have already implemented it on BERT and ALBERT. Basically, you can make your LM faster and more robust with PABEE. It can even improve the performance of ALBERT on GLUE. The only sacrifi... | transformers/examples/research_projects/bert-loses-patience/README.md/0 | {
"file_path": "transformers/examples/research_projects/bert-loses-patience/README.md",
"repo_id": "transformers",
"token_count": 1329
} |
# coding=utf-8
# Copyright 2019-present, the HuggingFace Inc. team and Facebook, Inc.
#
# 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
#
# Un... | transformers/examples/research_projects/distillation/distiller.py/0 | {
"file_path": "transformers/examples/research_projects/distillation/distiller.py",
"repo_id": "transformers",
"token_count": 12492
} |
<p align="center"> <img src="http://sayef.tech:8082/uploads/FSNER-LOGO-2.png" alt="FSNER LOGO"> </p>
<p align="center">
Implemented by <a href="https://huggingface.co/sayef"> sayef </a>.
</p>
## Overview
The FSNER model was proposed in [Example-Based Named Entity Recognition](https://arxiv.org/abs/2008.10570) by ... | transformers/examples/research_projects/fsner/README.md/0 | {
"file_path": "transformers/examples/research_projects/fsner/README.md",
"repo_id": "transformers",
"token_count": 1174
} |
import json
import os
from dataclasses import dataclass
from functools import partial
from typing import Callable
import flax.linen as nn
import jax
import jax.numpy as jnp
import joblib
import optax
import wandb
from flax import jax_utils, struct, traverse_util
from flax.serialization import from_bytes, to_bytes
from... | transformers/examples/research_projects/jax-projects/big_bird/bigbird_flax.py/0 | {
"file_path": "transformers/examples/research_projects/jax-projects/big_bird/bigbird_flax.py",
"repo_id": "transformers",
"token_count": 5480
} |
# Wav2Vec2 Contrastive Loss PreTraining examples
The following example showcases how to pretrain a wav2vec2 model using the JAX/Flax backend.
Pretraining Wav2Vec2 is rather complex, so it is highly recommended to read the
[official paper](https://arxiv.org/abs/2006.11477).
JAX/Flax allows you to trace pure functions... | transformers/examples/research_projects/jax-projects/wav2vec2/README.md/0 | {
"file_path": "transformers/examples/research_projects/jax-projects/wav2vec2/README.md",
"repo_id": "transformers",
"token_count": 1507
} |
# coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, 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 cop... | transformers/examples/research_projects/movement-pruning/emmental/configuration_bert_masked.py/0 | {
"file_path": "transformers/examples/research_projects/movement-pruning/emmental/configuration_bert_masked.py",
"repo_id": "transformers",
"token_count": 995
} |
# coding=utf-8
# Copyright 2020 The Google Research Authors.
#
# 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/examples/research_projects/performer/modeling_flax_performer_utils.py/0 | {
"file_path": "transformers/examples/research_projects/performer/modeling_flax_performer_utils.py",
"repo_id": "transformers",
"token_count": 11667
} |
# coding=utf-8
# Copyright 2020 The HuggingFace Team All rights reserved.
# Copyright 2021 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
#
# htt... | transformers/examples/research_projects/quantization-qdqbert/trainer_quant_qa.py/0 | {
"file_path": "transformers/examples/research_projects/quantization-qdqbert/trainer_quant_qa.py",
"repo_id": "transformers",
"token_count": 3711
} |
# coding=utf-8
# Copyright 2022 The Google Research Authors.
#
# 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/examples/research_projects/self-training-text-classification/selftraining.py/0 | {
"file_path": "transformers/examples/research_projects/self-training-text-classification/selftraining.py",
"repo_id": "transformers",
"token_count": 6788
} |
# Add parent directory to python path to access lightning_base.py
export PYTHONPATH="../":"${PYTHONPATH}"
python finetune.py \
--data_dir=$CNN_DIR \
--learning_rate=3e-5 \
--train_batch_size=$BS \
--eval_batch_size=$BS \
--output_dir=$OUTPUT_DIR \
--max_source_length=512 \
--max_target_length=56 \
--val_check_interval... | transformers/examples/research_projects/seq2seq-distillation/finetune_t5.sh/0 | {
"file_path": "transformers/examples/research_projects/seq2seq-distillation/finetune_t5.sh",
"repo_id": "transformers",
"token_count": 148
} |
import os
from glob import glob
import imageio
import torch
import torchvision
import wandb
from img_processing import custom_to_pil, loop_post_process, preprocess, preprocess_vqgan
from loaders import load_vqgan
from PIL import Image
from torch import nn
from transformers import CLIPModel, CLIPTokenizerFast
from uti... | transformers/examples/research_projects/vqgan-clip/VQGAN_CLIP.py/0 | {
"file_path": "transformers/examples/research_projects/vqgan-clip/VQGAN_CLIP.py",
"repo_id": "transformers",
"token_count": 4997
} |
#!/usr/bin/env python
# coding=utf-8
# Copyright The HuggingFace Team and 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.ap... | transformers/examples/tensorflow/multiple-choice/run_swag.py/0 | {
"file_path": "transformers/examples/tensorflow/multiple-choice/run_swag.py",
"repo_id": "transformers",
"token_count": 9932
} |
<!---
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 ... | transformers/examples/tensorflow/translation/README.md/0 | {
"file_path": "transformers/examples/tensorflow/translation/README.md",
"repo_id": "transformers",
"token_count": 933
} |
#!/usr/bin/env python
# coding: utf-8
# 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/LICENS... | transformers/scripts/fsmt/fsmt-make-tiny-model.py/0 | {
"file_path": "transformers/scripts/fsmt/fsmt-make-tiny-model.py",
"repo_id": "transformers",
"token_count": 704
} |
#!/usr/bin/env python
# coding=utf-8
# Copyright 2024 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/L... | transformers/src/transformers/agents/agents.py/0 | {
"file_path": "transformers/src/transformers/agents/agents.py",
"repo_id": "transformers",
"token_count": 22998
} |
# coding=utf-8
# Copyright 2018 The HuggingFace Inc. team.
#
# 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... | transformers/src/transformers/convert_slow_tokenizer.py/0 | {
"file_path": "transformers/src/transformers/convert_slow_tokenizer.py",
"repo_id": "transformers",
"token_count": 30672
} |
# 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 applicabl... | transformers/src/transformers/debug_utils.py/0 | {
"file_path": "transformers/src/transformers/debug_utils.py",
"repo_id": "transformers",
"token_count": 5154
} |
# coding=utf-8
# Copyright 2023 The HuggingFace Inc. team.
#
# 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... | transformers/src/transformers/generation/streamers.py/0 | {
"file_path": "transformers/src/transformers/generation/streamers.py",
"repo_id": "transformers",
"token_count": 5143
} |
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