text stringlengths 96 319k | id stringlengths 14 178 | metadata dict |
|---|---|---|
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
} |
/**
* @module generation/logits_sampler
*/
import { Callable } from "../utils/generic.js";
import { Tensor, topk } from "../utils/tensor.js";
import {
max,
softmax,
} from '../utils/maths.js';
import { GenerationConfig } from '../generation/configuration_utils.js';
/**
* Sampler is a base class for all s... | transformers.js/src/generation/logits_sampler.js/0 | {
"file_path": "transformers.js/src/generation/logits_sampler.js",
"repo_id": "transformers.js",
"token_count": 2735
} |
import {
ImageProcessor,
post_process_object_detection,
post_process_panoptic_segmentation,
post_process_instance_segmentation,
} from "../../base/image_processors_utils.js";
import { full } from '../../utils/tensor.js';
/**
* @typedef {object} DetrFeatureExtractorResultProps
* @property {import('... | transformers.js/src/models/detr/image_processing_detr.js/0 | {
"file_path": "transformers.js/src/models/detr/image_processing_detr.js",
"repo_id": "transformers.js",
"token_count": 711
} |
import {
ImageProcessor,
} from "../../base/image_processors_utils.js";
import { cat, interpolate_4d, slice, stack, Tensor } from "../../utils/tensor.js";
const IMAGE_SIZE = 336;
const SLICE_AXES = [2, 3]; // axes to slice on
const { ceil, floor, sqrt } = Math;
export class Phi3VImageProcessor extends ImageProces... | transformers.js/src/models/phi3_v/image_processing_phi3_v.js/0 | {
"file_path": "transformers.js/src/models/phi3_v/image_processing_phi3_v.js",
"repo_id": "transformers.js",
"token_count": 3116
} |
import { Processor } from "../../base/processing_utils.js";
import { AutoTokenizer } from "../../tokenizers.js";
import { AutoFeatureExtractor } from "../auto/feature_extraction_auto.js";
export class SpeechT5Processor extends Processor {
static tokenizer_class = AutoTokenizer
static feature_extractor_class = ... | transformers.js/src/models/speecht5/processing_speecht5.js/0 | {
"file_path": "transformers.js/src/models/speecht5/processing_speecht5.js",
"repo_id": "transformers.js",
"token_count": 206
} |
/**
* @file Tokenizers are used to prepare textual inputs for a model.
*
* **Example:** Create an `AutoTokenizer` and use it to tokenize a sentence.
* This will automatically detect the tokenizer type based on the tokenizer class defined in `tokenizer.json`.
* ```javascript
* import { AutoTokenizer } from '@hug... | transformers.js/src/tokenizers.js/0 | {
"file_path": "transformers.js/src/tokenizers.js",
"repo_id": "transformers.js",
"token_count": 70688
} |
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
} |
import { AutoImageProcessor, Qwen2VLImageProcessor } 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 () => {
// Qwen2VLImageProcessor
// - custom image processing (min_pi... | transformers.js/tests/models/qwen2_vl/test_image_processing_qwen2_vl.js/0 | {
"file_path": "transformers.js/tests/models/qwen2_vl/test_image_processing_qwen2_vl.js",
"repo_id": "transformers.js",
"token_count": 515
} |
import { Wav2Vec2CTCTokenizer } from "../../../src/tokenizers.js";
import { BASE_TEST_STRINGS, BERT_TEST_STRINGS } from "../test_strings.js";
export const TOKENIZER_CLASS = Wav2Vec2CTCTokenizer;
export const TEST_CONFIG = {
"Xenova/wav2vec2-base-960h": {
SIMPLE: {
text: BASE_TEST_STRINGS.SIMPLE,
toke... | transformers.js/tests/models/wav2vec2/test_tokenization_wav2vec2.js/0 | {
"file_path": "transformers.js/tests/models/wav2vec2/test_tokenization_wav2vec2.js",
"repo_id": "transformers.js",
"token_count": 15864
} |
import { pipeline, ImageSegmentationPipeline } 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_image } from "../asset_cache.js";
const PIPELINE_ID = "image-segmentation";
export default ()... | transformers.js/tests/pipelines/test_pipelines_image_segmentation.js/0 | {
"file_path": "transformers.js/tests/pipelines/test_pipelines_image_segmentation.js",
"repo_id": "transformers.js",
"token_count": 1834
} |
# coding=utf-8
# Copyright 2022 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/.circleci/create_circleci_config.py/0 | {
"file_path": "transformers/.circleci/create_circleci_config.py",
"repo_id": "transformers",
"token_count": 7251
} |
from logging import Logger
import os
from threading import Event, Thread
from time import perf_counter, sleep
from typing import Optional
from benchmarks_entrypoint import MetricsRecorder
import gpustat
import psutil
import psycopg2
import torch
from transformers import AutoModelForCausalLM, AutoTokenizer, GenerationC... | transformers/benchmark/llama.py/0 | {
"file_path": "transformers/benchmark/llama.py",
"repo_id": "transformers",
"token_count": 7290
} |
FROM nvidia/cuda:12.1.0-cudnn8-devel-ubuntu22.04
LABEL maintainer="Hugging Face"
ARG DEBIAN_FRONTEND=noninteractive
RUN apt update
RUN apt install -y git libsndfile1-dev tesseract-ocr espeak-ng python3 python3-pip ffmpeg
RUN python3 -m pip install --no-cache-dir --upgrade pip
ARG REF=main
RUN git clone https://githu... | transformers/docker/transformers-tensorflow-gpu/Dockerfile/0 | {
"file_path": "transformers/docker/transformers-tensorflow-gpu/Dockerfile",
"repo_id": "transformers",
"token_count": 380
} |
# ุงุณุชุฎุฏุงู
ู
ุฌุฒุฆูุงุช ุงููุตูุต ู
ู ๐ค Tokenizers
ูุนุชู
ุฏ [`PreTrainedTokenizerFast`] ุนูู ู
ูุชุจุฉ [๐ค Tokenizers](https://huggingface.co/docs/tokenizers). ูู
ูู ุชุญู
ูู ุงูู
ุฌุฒุฆุงุช ุงููุบูููู ุงูุฐูู ุชู
ุงูุญุตูู ุนูููู
ู
ู ู
ูุชุจุฉ ๐ค Tokenizers ุจุจุณุงุทุฉ ุดุฏูุฏุฉ ูู ๐ค Transformers.
ูุจู ุงูุฏุฎูู ูู ุงูุชูุงุตููุ ุฏุนููุง ูุจุฏุฃ ุฃููุงู ุจุฅูุดุงุก ู
ูุฌุฒูุก ูุบูู ุชุฌุฑูุจู ู... | transformers/docs/source/ar/fast_tokenizers.md/0 | {
"file_path": "transformers/docs/source/ar/fast_tokenizers.md",
"repo_id": "transformers",
"token_count": 1394
} |
<!--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 agree... | transformers/docs/source/ar/tasks/token_classification.md/0 | {
"file_path": "transformers/docs/source/ar/tasks/token_classification.md",
"repo_id": "transformers",
"token_count": 10300
} |
<!---
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 ... | transformers/docs/source/de/contributing.md/0 | {
"file_path": "transformers/docs/source/de/contributing.md",
"repo_id": "transformers",
"token_count": 8181
} |
- sections:
- local: index
title: ๐ค Transformers
- local: quicktour
title: Quick tour
- local: installation
title: Installation
- local: add_new_model
title: Adding a new model to `transformers`
title: Get started
- sections:
- local: pipeline_tutorial
title: Run inference with pipeline... | transformers/docs/source/en/_toctree.yml/0 | {
"file_path": "transformers/docs/source/en/_toctree.yml",
"repo_id": "transformers",
"token_count": 13587
} |
<!--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/debugging.md/0 | {
"file_path": "transformers/docs/source/en/debugging.md",
"repo_id": "transformers",
"token_count": 6488
} |
<!--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/main_classes/image_processor.md/0 | {
"file_path": "transformers/docs/source/en/main_classes/image_processor.md",
"repo_id": "transformers",
"token_count": 1086
} |
<!--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/clip.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/clip.md",
"repo_id": "transformers",
"token_count": 6200
} |
<!--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/dab-detr.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/dab-detr.md",
"repo_id": "transformers",
"token_count": 1557
} |
<!--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/dinat.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/dinat.md",
"repo_id": "transformers",
"token_count": 1371
} |
<!--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/esm.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/esm.md",
"repo_id": "transformers",
"token_count": 1906
} |
<!--Copyright 2024 JetMoe 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 applicab... | transformers/docs/source/en/model_doc/jetmoe.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/jetmoe.md",
"repo_id": "transformers",
"token_count": 568
} |
<!--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/llava_onevision.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/llava_onevision.md",
"repo_id": "transformers",
"token_count": 4785
} |
<!--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/moonshine.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/moonshine.md",
"repo_id": "transformers",
"token_count": 695
} |
<!--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/nystromformer.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/nystromformer.md",
"repo_id": "transformers",
"token_count": 907
} |
<!--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/perceiver.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/perceiver.md",
"repo_id": "transformers",
"token_count": 2762
} |
<!--Copyright 2025 The Qwen 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.apache.org/licenses/LICENSE-2.0
Unless required by a... | transformers/docs/source/en/model_doc/qwen2_5_vl.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/qwen2_5_vl.md",
"repo_id": "transformers",
"token_count": 4299
} |
<!--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/squeezebert.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/squeezebert.md",
"repo_id": "transformers",
"token_count": 1205
} |
<!--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/video_llava.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/video_llava.md",
"repo_id": "transformers",
"token_count": 3077
} |
<!--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/model_doc/xmod.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/xmod.md",
"repo_id": "transformers",
"token_count": 1496
} |
<!--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_infer_gpu_multi.md/0 | {
"file_path": "transformers/docs/source/en/perf_infer_gpu_multi.md",
"repo_id": "transformers",
"token_count": 807
} |
<!--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/aqlm.md/0 | {
"file_path": "transformers/docs/source/en/quantization/aqlm.md",
"repo_id": "transformers",
"token_count": 1243
} |
<!--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/quicktour.md/0 | {
"file_path": "transformers/docs/source/en/quicktour.md",
"repo_id": "transformers",
"token_count": 8703
} |
<!--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/tasks/language_modeling.md/0 | {
"file_path": "transformers/docs/source/en/tasks/language_modeling.md",
"repo_id": "transformers",
"token_count": 5537
} |
<!--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/tasks/visual_question_answering.md/0 | {
"file_path": "transformers/docs/source/en/tasks/visual_question_answering.md",
"repo_id": "transformers",
"token_count": 4819
} |
<!--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/es/add_new_pipeline.md/0 | {
"file_path": "transformers/docs/source/es/add_new_pipeline.md",
"repo_id": "transformers",
"token_count": 4249
} |
<!--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/multilingual.md/0 | {
"file_path": "transformers/docs/source/es/multilingual.md",
"repo_id": "transformers",
"token_count": 3094
} |
<!--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/tasks/image_classification.md/0 | {
"file_path": "transformers/docs/source/es/tasks/image_classification.md",
"repo_id": "transformers",
"token_count": 2442
} |
<!--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/fr/quicktour.md/0 | {
"file_path": "transformers/docs/source/fr/quicktour.md",
"repo_id": "transformers",
"token_count": 10739
} |
<!--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/perf_train_cpu_many.md/0 | {
"file_path": "transformers/docs/source/it/perf_train_cpu_many.md",
"repo_id": "transformers",
"token_count": 2568
} |
<!--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/big_models.md/0 | {
"file_path": "transformers/docs/source/ja/big_models.md",
"repo_id": "transformers",
"token_count": 3074
} |
<!--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/main_classes/onnx.md/0 | {
"file_path": "transformers/docs/source/ja/main_classes/onnx.md",
"repo_id": "transformers",
"token_count": 792
} |
<!--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/bart.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/bart.md",
"repo_id": "transformers",
"token_count": 5122
} |
<!--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/bloom.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/bloom.md",
"repo_id": "transformers",
"token_count": 1650
} |
<!--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/convnext.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/convnext.md",
"repo_id": "transformers",
"token_count": 2170
} |
<!--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/dinat.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/dinat.md",
"repo_id": "transformers",
"token_count": 2666
} |
<!--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/perf_train_gpu_one.md/0 | {
"file_path": "transformers/docs/source/ja/perf_train_gpu_one.md",
"repo_id": "transformers",
"token_count": 17113
} |
<!--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/audio_classification.md/0 | {
"file_path": "transformers/docs/source/ja/tasks/audio_classification.md",
"repo_id": "transformers",
"token_count": 5902
} |
<!---
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 ... | transformers/docs/source/ja/troubleshooting.md/0 | {
"file_path": "transformers/docs/source/ja/troubleshooting.md",
"repo_id": "transformers",
"token_count": 4434
} |
<!--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/ko/debugging.md/0 | {
"file_path": "transformers/docs/source/ko/debugging.md",
"repo_id": "transformers",
"token_count": 9860
} |
<!--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/main_classes/output.md/0 | {
"file_path": "transformers/docs/source/ko/main_classes/output.md",
"repo_id": "transformers",
"token_count": 5116
} |
<!--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/chameleon.md/0 | {
"file_path": "transformers/docs/source/ko/model_doc/chameleon.md",
"repo_id": "transformers",
"token_count": 6531
} |
<!--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/llama3.md/0 | {
"file_path": "transformers/docs/source/ko/model_doc/llama3.md",
"repo_id": "transformers",
"token_count": 4857
} |
<!--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/ko/model_doc/vit.md/0 | {
"file_path": "transformers/docs/source/ko/model_doc/vit.md",
"repo_id": "transformers",
"token_count": 8308
} |
<!--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/perf_train_special.md/0 | {
"file_path": "transformers/docs/source/ko/perf_train_special.md",
"repo_id": "transformers",
"token_count": 2189
} |
<!--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/multiple_choice.md/0 | {
"file_path": "transformers/docs/source/ko/tasks/multiple_choice.md",
"repo_id": "transformers",
"token_count": 9540
} |
<!--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/tflite.md/0 | {
"file_path": "transformers/docs/source/ko/tflite.md",
"repo_id": "transformers",
"token_count": 1852
} |
<!--็ๆ2023ๅนดHuggingFaceๅข้ไฟ็ๆๆๆๅฉใ
ๆ นๆฎApache่ฎธๅฏ่ฏ็ฌฌ2.0็๏ผโ่ฎธๅฏ่ฏโ๏ผ่ฎธๅฏ๏ผ้ค้็ฌฆๅ่ฎธๅฏ่ฏ๏ผๅฆๅๆจไธๅพไฝฟ็จๆญคๆไปถใๆจๅฏไปฅๅจไปฅไธ็ฝๅ่ทๅ่ฎธๅฏ่ฏ็ๅฏๆฌ๏ผ
http://www.apache.org/licenses/LICENSE-2.0
้ค้้็จๆณๅพ่ฆๆฑๆไนฆ้ขๅๆ๏ผๅฆๅๆโๆๅๆ ทโๅๅ็่ฝฏไปถ๏ผๆ ่ฎบๆฏๆ็คบ่ฟๆฏๆ็คบ็๏ผ้ฝๆฒกๆไปปไฝๆ
ไฟๆๆกไปถใ่ฏทๅ้
่ฎธๅฏ่ฏไปฅไบ่งฃ็นๅฎ่ฏญ่จไธ็ๆ้ๅ้ๅถใ
โ ๏ธ ่ฏทๆณจๆ๏ผๆฌๆไปถ่ฝ็ถไฝฟ็จMarkdown็ผๅ๏ผไฝๅ
ๅซไบ็นๅฎ็่ฏญๆณ๏ผ้็จไบๆไปฌ็doc-builder๏ผ็ฑปไผผไบMDX๏ผ๏ผๅฏ่ฝๆ ๆณๅจๆจ็Markdownๆฅ็ๅจไธญๆญฃๅธธๆธฒๆใ
-->
# ๐ค ๅ ้ๅๅธๅผ่ฎญ็ป
... | transformers/docs/source/zh/accelerate.md/0 | {
"file_path": "transformers/docs/source/zh/accelerate.md",
"repo_id": "transformers",
"token_count": 2552
} |
<!--
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/zh/gguf.md/0 | {
"file_path": "transformers/docs/source/zh/gguf.md",
"repo_id": "transformers",
"token_count": 2046
} |
#!/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/summarization/run_summarization_flax.py/0 | {
"file_path": "transformers/examples/flax/summarization/run_summarization_flax.py",
"repo_id": "transformers",
"token_count": 18039
} |
# 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/legacy/multiple_choice/run_multiple_choice.py/0 | {
"file_path": "transformers/examples/legacy/multiple_choice/run_multiple_choice.py",
"repo_id": "transformers",
"token_count": 3303
} |
#!/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/pack_dataset.py/0 | {
"file_path": "transformers/examples/legacy/seq2seq/pack_dataset.py",
"repo_id": "transformers",
"token_count": 1363
} |
if ! [ -f ./dev.txt ]; then
echo "Download dev dataset...."
curl -L -o ./dev.txt 'https://github.com/UniversalDependencies/UD_English-EWT/raw/master/en_ewt-ud-dev.conllu'
fi
if ! [ -f ./test.txt ]; then
echo "Download test dataset...."
curl -L -o ./test.txt 'https://github.com/UniversalDependencies/UD_English-... | transformers/examples/legacy/token-classification/run_pos.sh/0 | {
"file_path": "transformers/examples/legacy/token-classification/run_pos.sh",
"repo_id": "transformers",
"token_count": 416
} |
# Example where we only want to overwrite the defaults of an init
from transformers.models.gemma.configuration_gemma import GemmaConfig
class NewModelConfig(GemmaConfig):
def __init__(
self,
vocab_size=256030,
hidden_size=64,
intermediate_size=90,
num_hidden_layers=28,
... | transformers/examples/modular-transformers/modular_new_model.py/0 | {
"file_path": "transformers/examples/modular-transformers/modular_new_model.py",
"repo_id": "transformers",
"token_count": 468
} |
#!/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/pytorch/image-classification/run_image_classification.py/0 | {
"file_path": "transformers/examples/pytorch/image-classification/run_image_classification.py",
"repo_id": "transformers",
"token_count": 7092
} |
#!/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/LICENSE-... | transformers/examples/pytorch/question-answering/run_qa.py/0 | {
"file_path": "transformers/examples/pytorch/question-answering/run_qa.py",
"repo_id": "transformers",
"token_count": 13252
} |
<!---
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/text-generation/README.md/0 | {
"file_path": "transformers/examples/pytorch/text-generation/README.md",
"repo_id": "transformers",
"token_count": 355
} |
## Adversarial evaluation of model performances
Here is an example on evaluating a model using adversarial evaluation of natural language inference with the Heuristic Analysis for NLI Systems (HANS) dataset [McCoy et al., 2019](https://arxiv.org/abs/1902.01007). The example was gracefully provided by [Nafise Sadat Moo... | transformers/examples/research_projects/adversarial/README.md/0 | {
"file_path": "transformers/examples/research_projects/adversarial/README.md",
"repo_id": "transformers",
"token_count": 518
} |
from arguments import InitializationArguments
from transformers import AutoConfig, AutoModelForCausalLM, AutoTokenizer, HfArgumentParser
# Configuration
parser = HfArgumentParser(InitializationArguments)
args = parser.parse_args()
# Load codeparrot tokenizer trained for Python code tokenization
tokenizer = AutoToke... | transformers/examples/research_projects/codeparrot/scripts/initialize_model.py/0 | {
"file_path": "transformers/examples/research_projects/codeparrot/scripts/initialize_model.py",
"repo_id": "transformers",
"token_count": 296
} |
from __future__ import absolute_import, division, print_function, unicode_literals
from torch import nn
from torch.nn import CrossEntropyLoss, MSELoss
from transformers import RobertaConfig
from transformers.file_utils import add_start_docstrings, add_start_docstrings_to_model_forward
from transformers.models.roberta... | transformers/examples/research_projects/deebert/src/modeling_highway_roberta.py/0 | {
"file_path": "transformers/examples/research_projects/deebert/src/modeling_highway_roberta.py",
"repo_id": "transformers",
"token_count": 3077
} |
# Copyright 2022 - Intel Corp. All rights reserved.
# Authors: Mayank Kumar Raunak, Javier Turek, Nicole Beckage
"""
Implementation of a new method for fine-tuning transformer models that we call
Information Gain Filtration 'IGF' on WikiText data set and compared the results
with the standard fine-tuning method
Steps... | transformers/examples/research_projects/information-gain-filtration/run_clm_igf.py/0 | {
"file_path": "transformers/examples/research_projects/information-gain-filtration/run_clm_igf.py",
"repo_id": "transformers",
"token_count": 6317
} |
#!/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/research_projects/jax-projects/hybrid_clip/run_hybrid_clip.py/0 | {
"file_path": "transformers/examples/research_projects/jax-projects/hybrid_clip/run_hybrid_clip.py",
"repo_id": "transformers",
"token_count": 8809
} |
<jupyter_start><jupyter_text>Saving PruneBERTThis notebook aims at showcasing how we can leverage standard tools to save (and load) an extremely sparse model fine-pruned with [movement pruning](https://arxiv.org/abs/2005.07683) (or any other unstructured pruning mehtod).In this example, we used BERT (base-uncased, but ... | transformers/examples/research_projects/movement-pruning/Saving_PruneBERT.ipynb/0 | {
"file_path": "transformers/examples/research_projects/movement-pruning/Saving_PruneBERT.ipynb",
"repo_id": "transformers",
"token_count": 5478
} |
#!/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/research_projects/onnx/summarization/run_onnx_exporter.py/0 | {
"file_path": "transformers/examples/research_projects/onnx/summarization/run_onnx_exporter.py",
"repo_id": "transformers",
"token_count": 2860
} |
# coding=utf-8
# 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required... | transformers/examples/research_projects/quantization-qdqbert/evaluate-hf-trt-qa.py/0 | {
"file_path": "transformers/examples/research_projects/quantization-qdqbert/evaluate-hf-trt-qa.py",
"repo_id": "transformers",
"token_count": 6398
} |
import logging
import random
import ray
from transformers import RagConfig, RagRetriever, RagTokenizer
from transformers.models.rag.retrieval_rag import CustomHFIndex
logger = logging.getLogger(__name__)
class RayRetriever:
def __init__(self):
self.initialized = False
def create_rag_retriever(sel... | transformers/examples/research_projects/rag/distributed_ray_retriever.py/0 | {
"file_path": "transformers/examples/research_projects/rag/distributed_ray_retriever.py",
"repo_id": "transformers",
"token_count": 2886
} |
# Self-training
This is an implementation of the self-training algorithm (without task augmentation) in the [EMNLP 2021](https://2021.emnlp.org/) paper: [STraTA: Self-Training with Task Augmentation for Better Few-shot Learning](https://arxiv.org/abs/2109.06270). Please check out https://github.com/google-research/goo... | transformers/examples/research_projects/self-training-text-classification/README.md/0 | {
"file_path": "transformers/examples/research_projects/self-training-text-classification/README.md",
"repo_id": "transformers",
"token_count": 2130
} |
#!/usr/bin/env python
import argparse
import glob
import logging
import os
import sys
import time
from collections import defaultdict
from pathlib import Path
from typing import Dict, List, Tuple
import numpy as np
import pytorch_lightning as pl
import torch
from callbacks import Seq2SeqLoggingCallback, get_checkpoin... | transformers/examples/research_projects/seq2seq-distillation/finetune.py/0 | {
"file_path": "transformers/examples/research_projects/seq2seq-distillation/finetune.py",
"repo_id": "transformers",
"token_count": 8523
} |
# coding=utf-8
# Copyright 2024 Google DeepMind.
#
# 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 ag... | transformers/examples/research_projects/synthid_text/detector_training.py/0 | {
"file_path": "transformers/examples/research_projects/synthid_text/detector_training.py",
"repo_id": "transformers",
"token_count": 8012
} |
#!/usr/bin/env bash
python run_asr.py \
--output_dir="./wav2vec2-large-lv60-100h" \
--num_train_epochs="30" \
--per_device_train_batch_size="16" \
--per_device_eval_batch_size="16" \
--eval_strategy="steps" \
--save_total_limit="3" \
--save_steps="500" \
--eval_steps="100" \
--logging_steps="50" \
--learning_rate="5e-4... | transformers/examples/research_projects/wav2vec2/finetune_large_lv60_100.sh/0 | {
"file_path": "transformers/examples/research_projects/wav2vec2/finetune_large_lv60_100.sh",
"repo_id": "transformers",
"token_count": 254
} |
#!/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/run_on_remote.py/0 | {
"file_path": "transformers/examples/run_on_remote.py",
"repo_id": "transformers",
"token_count": 1321
} |
#!/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/tensorflow/language-modeling/run_clm.py/0 | {
"file_path": "transformers/examples/tensorflow/language-modeling/run_clm.py",
"repo_id": "transformers",
"token_count": 12113
} |
#!/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/tensorflow/text-classification/run_text_classification.py/0 | {
"file_path": "transformers/examples/tensorflow/text-classification/run_text_classification.py",
"repo_id": "transformers",
"token_count": 10596
} |
#!/usr/bin/env bash
# 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 r... | transformers/scripts/fsmt/eval-allenai-wmt16.sh/0 | {
"file_path": "transformers/scripts/fsmt/eval-allenai-wmt16.sh",
"repo_id": "transformers",
"token_count": 1452
} |
# 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/activations.py/0 | {
"file_path": "transformers/src/transformers/activations.py",
"repo_id": "transformers",
"token_count": 3133
} |
#!/usr/bin/env python
# coding=utf-8
# Copyright 2023 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/tools.py/0 | {
"file_path": "transformers/src/transformers/agents/tools.py",
"repo_id": "transformers",
"token_count": 16928
} |
# 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/commands/user.py/0 | {
"file_path": "transformers/src/transformers/commands/user.py",
"repo_id": "transformers",
"token_count": 3101
} |
# 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/src/transformers/data/processors/glue.py/0 | {
"file_path": "transformers/src/transformers/data/processors/glue.py",
"repo_id": "transformers",
"token_count": 10214
} |
# coding=utf-8
# Copyright 2021 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/flax_logits_process.py/0 | {
"file_path": "transformers/src/transformers/generation/flax_logits_process.py",
"repo_id": "transformers",
"token_count": 9878
} |
# 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 applicabl... | transformers/src/transformers/integrations/__init__.py/0 | {
"file_path": "transformers/src/transformers/integrations/__init__.py",
"repo_id": "transformers",
"token_count": 3274
} |
from tokenizers import Regex, Tokenizer, decoders, pre_tokenizers, processors
from tokenizers.models import BPE
from transformers import LlamaTokenizerFast
from transformers.convert_slow_tokenizer import bytes_to_unicode
class MistralConverter:
"""
A general tiktoken converter.
"""
def __init__(
... | transformers/src/transformers/integrations/mistral.py/0 | {
"file_path": "transformers/src/transformers/integrations/mistral.py",
"repo_id": "transformers",
"token_count": 1835
} |
/*!
**************************************************************************************************
* Deformable DETR
* Copyright (c) 2020 SenseTime. All Rights Reserved.
* Licensed under the Apache License, Version 2.0 [see LICENSE for details]
***********************************************************************... | transformers/src/transformers/kernels/deformable_detr/vision.cpp/0 | {
"file_path": "transformers/src/transformers/kernels/deformable_detr/vision.cpp",
"repo_id": "transformers",
"token_count": 220
} |
#include <stdio.h>
#include <assert.h>
#define MIN_VALUE (-1e38)
template <typename F>
__global__ void kernel_forward(
const int B, const int T, const int C, const F *__restrict__ const _w, const F *__restrict__ const _u,
const F *__restrict__ const _k, const F *__restrict__ const _v, F *__restrict__ const _y... | transformers/src/transformers/kernels/rwkv/wkv_cuda.cu/0 | {
"file_path": "transformers/src/transformers/kernels/rwkv/wkv_cuda.cu",
"repo_id": "transformers",
"token_count": 3131
} |
# 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/modelcard.py/0 | {
"file_path": "transformers/src/transformers/modelcard.py",
"repo_id": "transformers",
"token_count": 15719
} |
# 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/models/albert/convert_albert_original_tf_checkpoint_to_pytorch.py/0 | {
"file_path": "transformers/src/transformers/models/albert/convert_albert_original_tf_checkpoint_to_pytorch.py",
"repo_id": "transformers",
"token_count": 755
} |
# ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ๐จ
# This file was automatically generated from src/transformers/models/aria/modular_aria.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation of
# ... | transformers/src/transformers/models/aria/configuration_aria.py/0 | {
"file_path": "transformers/src/transformers/models/aria/configuration_aria.py",
"repo_id": "transformers",
"token_count": 6649
} |
# 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/models/auto/modeling_auto.py/0 | {
"file_path": "transformers/src/transformers/models/auto/modeling_auto.py",
"repo_id": "transformers",
"token_count": 34412
} |
# coding=utf-8
# Copyright 2023 The Suno AI Authors 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.apache.org/licenses/... | transformers/src/transformers/models/bark/generation_configuration_bark.py/0 | {
"file_path": "transformers/src/transformers/models/bark/generation_configuration_bark.py",
"repo_id": "transformers",
"token_count": 6144
} |
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