text stringlengths 96 319k | id stringlengths 14 178 | metadata dict |
|---|---|---|
/**
* @module generation/parameters
*/
/**
* @typedef {Object} GenerationFunctionParameters
* @property {import('../utils/tensor.js').Tensor} [inputs=null] (`Tensor` of varying shape depending on the modality, *optional*):
* The sequence used as a prompt for the generation or as model inputs to the encoder. If `... | transformers.js/src/generation/parameters.js/0 | {
"file_path": "transformers.js/src/generation/parameters.js",
"repo_id": "transformers.js",
"token_count": 701
} |
import {
ImageProcessor,
} from "../../base/image_processors_utils.js";
export class DonutImageProcessor extends ImageProcessor {
pad_image(pixelData, imgDims, padSize, options = {}) {
const [imageHeight, imageWidth, imageChannels] = imgDims;
let image_mean = this.image_mean;
if (!Arr... | transformers.js/src/models/donut/image_processing_donut.js/0 | {
"file_path": "transformers.js/src/models/donut/image_processing_donut.js",
"repo_id": "transformers.js",
"token_count": 482
} |
import { Processor } from "../../base/processing_utils.js";
import { AutoImageProcessor } from "../auto/image_processing_auto.js";
import { AutoTokenizer } from "../../tokenizers.js";
import { RawImage } from "../../utils/image.js";
const IMAGE_TOKEN = "<|image|>";
const IMAGE_TOKEN_PATTERN = /<\|image_\d+\|>/g;
expo... | transformers.js/src/models/phi3_v/processing_phi3_v.js/0 | {
"file_path": "transformers.js/src/models/phi3_v/processing_phi3_v.js",
"repo_id": "transformers.js",
"token_count": 827
} |
import {
ImageProcessor,
} from "../../base/image_processors_utils.js";
export class Swin2SRImageProcessor extends ImageProcessor {
pad_image(pixelData, imgDims, padSize, options = {}) {
// NOTE: In this case, `padSize` represents the size of the sliding window for the local attention.
// In o... | transformers.js/src/models/swin2sr/image_processing_swin2sr.js/0 | {
"file_path": "transformers.js/src/models/swin2sr/image_processing_swin2sr.js",
"repo_id": "transformers.js",
"token_count": 462
} |
/**
* @file Entry point for the Transformers.js library. Only the exports from this file
* are available to the end user, and are grouped as follows:
*
* 1. [Pipelines](./pipelines)
* 2. [Environment variables](./env)
* 3. [Models](./models)
* 4. [Tokenizers](./tokenizers)
* 5. [Processors](./processors)
*
... | transformers.js/src/transformers.js/0 | {
"file_path": "transformers.js/src/transformers.js",
"repo_id": "transformers.js",
"token_count": 422
} |
import { CodeGenTokenizer, CodeGenForCausalLM } from "../../../src/transformers.js";
import { MAX_MODEL_LOAD_TIME, MAX_TEST_EXECUTION_TIME, MAX_MODEL_DISPOSE_TIME, DEFAULT_MODEL_OPTIONS } from "../../init.js";
export default () => {
describe("CodeGenForCausalLM", () => {
const model_id = "hf-internal-testing/ti... | transformers.js/tests/models/codegen/test_modeling_codegen.js/0 | {
"file_path": "transformers.js/tests/models/codegen/test_modeling_codegen.js",
"repo_id": "transformers.js",
"token_count": 768
} |
import { GemmaTokenizer, Gemma2ForCausalLM } 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("Gemma2ForCausalLM", () => {
const model_id = "hf-internal-testing/tiny-r... | transformers.js/tests/models/gemma2/test_modeling_gemma2.js/0 | {
"file_path": "transformers.js/tests/models/gemma2/test_modeling_gemma2.js",
"repo_id": "transformers.js",
"token_count": 796
} |
import { AutoProcessor, VLChatProcessor } from "../../../src/transformers.js";
import { MAX_PROCESSOR_LOAD_TIME, MAX_TEST_EXECUTION_TIME } from "../../init.js";
export default () => {
describe("VLChatProcessor", () => {
const model_id = "onnx-community/Janus-1.3B-ONNX";
/** @type {VLChatProcessor} */
l... | transformers.js/tests/models/janus/test_processor_janus.js/0 | {
"file_path": "transformers.js/tests/models/janus/test_processor_janus.js",
"repo_id": "transformers.js",
"token_count": 849
} |
import { T5Tokenizer, MusicgenForConditionalGeneration, full } 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("MusicgenForConditionalGeneration", () => {
const model... | transformers.js/tests/models/musicgen/test_modeling_musicgen.js/0 | {
"file_path": "transformers.js/tests/models/musicgen/test_modeling_musicgen.js",
"repo_id": "transformers.js",
"token_count": 1011
} |
import { Qwen2VLProcessor, Qwen2VLForConditionalGeneration, RawImage } 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 () => {
const CONVERSATION = [
{
role: "user",
conte... | transformers.js/tests/models/qwen2_vl/test_modeling_qwen2_vl.js/0 | {
"file_path": "transformers.js/tests/models/qwen2_vl/test_modeling_qwen2_vl.js",
"repo_id": "transformers.js",
"token_count": 1367
} |
import { AutoFeatureExtractor, WeSpeakerFeatureExtractor } from "../../../src/transformers.js";
import { MAX_FEATURE_EXTRACTOR_LOAD_TIME, MAX_TEST_EXECUTION_TIME } from "../../init.js";
export default () => {
// WeSpeakerFeatureExtractor
describe("WeSpeakerFeatureExtractor", () => {
const model_id = "onnx-com... | transformers.js/tests/models/wespeaker_resnet/test_feature_extraction_wespeaker_resnet.js/0 | {
"file_path": "transformers.js/tests/models/wespeaker_resnet/test_feature_extraction_wespeaker_resnet.js",
"repo_id": "transformers.js",
"token_count": 1014
} |
import { pipeline, ImageToImagePipeline } 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-to-image";
export default () => {
d... | transformers.js/tests/pipelines/test_pipelines_image_to_image.js/0 | {
"file_path": "transformers.js/tests/pipelines/test_pipelines_image_to_image.js",
"repo_id": "transformers.js",
"token_count": 898
} |
import fs from "fs";
import path from "path";
import { fileURLToPath } from "url";
export async function loadAudio(url) {
// NOTE: Since the Web Audio API is not available in Node.js, we will need to use the `wavefile` library to obtain the raw audio data.
// For more information, see: https://huggingface.co/docs/... | transformers.js/tests/test_utils.js/0 | {
"file_path": "transformers.js/tests/test_utils.js",
"repo_id": "transformers.js",
"token_count": 1612
} |
import re
import argparse
def parse_pytest_output(file_path):
skipped_tests = {}
skipped_count = 0
with open(file_path, 'r') as file:
for line in file:
match = re.match(r'^SKIPPED \[(\d+)\] (tests/.*): (.*)$', line)
if match:
skipped_count += 1
... | transformers/.circleci/parse_test_outputs.py/0 | {
"file_path": "transformers/.circleci/parse_test_outputs.py",
"repo_id": "transformers",
"token_count": 1145
} |
import argparse
import subprocess
def main(config_dir, config_name, args):
subprocess.run(["optimum-benchmark", "--config-dir", f"{config_dir}", "--config-name", f"{config_name}"] + ["hydra/job_logging=disabled", "hydra/hydra_logging=disabled"] + args)
if __name__ == "__main__":
parser = argparse.ArgumentPa... | transformers/benchmark/optimum_benchmark_wrapper.py/0 | {
"file_path": "transformers/benchmark/optimum_benchmark_wrapper.py",
"repo_id": "transformers",
"token_count": 216
} |
<!---
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/README.md/0 | {
"file_path": "transformers/docs/README.md",
"repo_id": "transformers",
"token_count": 4825
} |
# GGUF وتفاعلها مع المحولات
تُستخدم صيغة ملف GGUF لتخزين النماذج للاستدلال باستخدام [GGML](https://github.com/ggerganov/ggml) والمكتبات الأخرى التي تعتمد عليه، مثل [llama.cpp](https://github.com/ggerganov/llama.cpp) أو [whisper.cpp](https://github.com/ggerganov/whisper.cpp) الشهيرة جدًا.
إنها صيغة ملف [مدعومة من قبل ... | transformers/docs/source/ar/gguf.md/0 | {
"file_path": "transformers/docs/source/ar/gguf.md",
"repo_id": "transformers",
"token_count": 2249
} |
<!--Copyright 2022 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/ar/tasks/translation.md/0 | {
"file_path": "transformers/docs/source/ar/tasks/translation.md",
"repo_id": "transformers",
"token_count": 8915
} |
<!--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/accelerate.md/0 | {
"file_path": "transformers/docs/source/en/accelerate.md",
"repo_id": "transformers",
"token_count": 1516
} |
<!--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/deepspeed.md/0 | {
"file_path": "transformers/docs/source/en/deepspeed.md",
"repo_id": "transformers",
"token_count": 18928
} |
<!--Copyright 2022 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/audio-spectrogram-transformer.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/audio-spectrogram-transformer.md",
"repo_id": "transformers",
"token_count": 2176
} |
<!--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/bit.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/bit.md",
"repo_id": "transformers",
"token_count": 1005
} |
<!--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/clipseg.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/clipseg.md",
"repo_id": "transformers",
"token_count": 1222
} |
<!--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/falcon.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/falcon.md",
"repo_id": "transformers",
"token_count": 837
} |
<!--Copyright 2024 The GLM & ZhipuAI 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 ... | transformers/docs/source/en/model_doc/glm.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/glm.md",
"repo_id": "transformers",
"token_count": 1351
} |
<!--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/jukebox.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/jukebox.md",
"repo_id": "transformers",
"token_count": 1309
} |
<!--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/longformer.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/longformer.md",
"repo_id": "transformers",
"token_count": 2395
} |
<!--Copyright 2021 NVIDIA Corporation and The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by a... | transformers/docs/source/en/model_doc/megatron-bert.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/megatron-bert.md",
"repo_id": "transformers",
"token_count": 1735
} |
<!--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/persimmon.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/persimmon.md",
"repo_id": "transformers",
"token_count": 1594
} |
<!--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/rt_detr_v2.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/rt_detr_v2.md",
"repo_id": "transformers",
"token_count": 1602
} |
<!--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/stablelm.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/stablelm.md",
"repo_id": "transformers",
"token_count": 1478
} |
<!--Copyright 2022 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/wav2vec2-conformer.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/wav2vec2-conformer.md",
"repo_id": "transformers",
"token_count": 1104
} |
<!--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/yolos.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/yolos.md",
"repo_id": "transformers",
"token_count": 2101
} |
<!--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_infer_gpu_one.md/0 | {
"file_path": "transformers/docs/source/en/perf_infer_gpu_one.md",
"repo_id": "transformers",
"token_count": 12327
} |
<!--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/awq.md/0 | {
"file_path": "transformers/docs/source/en/quantization/awq.md",
"repo_id": "transformers",
"token_count": 4825
} |
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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
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/en/run_scripts.md/0 | {
"file_path": "transformers/docs/source/en/run_scripts.md",
"repo_id": "transformers",
"token_count": 5934
} |
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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
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/en/tasks/mask_generation.md/0 | {
"file_path": "transformers/docs/source/en/tasks/mask_generation.md",
"repo_id": "transformers",
"token_count": 2873
} |
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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
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/en/tasks/zero_shot_image_classification.md/0 | {
"file_path": "transformers/docs/source/en/tasks/zero_shot_image_classification.md",
"repo_id": "transformers",
"token_count": 1801
} |
<!--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/language_modeling.md/0 | {
"file_path": "transformers/docs/source/es/tasks/language_modeling.md",
"repo_id": "transformers",
"token_count": 6287
} |
<!--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/run_scripts_fr.md/0 | {
"file_path": "transformers/docs/source/fr/run_scripts_fr.md",
"repo_id": "transformers",
"token_count": 7046
} |
<!--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 to... | transformers/docs/source/it/converting_tensorflow_models.md/0 | {
"file_path": "transformers/docs/source/it/converting_tensorflow_models.md",
"repo_id": "transformers",
"token_count": 2405
} |
<!--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_special.md/0 | {
"file_path": "transformers/docs/source/it/perf_train_special.md",
"repo_id": "transformers",
"token_count": 341
} |
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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
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/ja/chat_templating.md/0 | {
"file_path": "transformers/docs/source/ja/chat_templating.md",
"repo_id": "transformers",
"token_count": 6992
} |
<!--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/ja/main_classes/optimizer_schedules.md/0 | {
"file_path": "transformers/docs/source/ja/main_classes/optimizer_schedules.md",
"repo_id": "transformers",
"token_count": 851
} |
<!--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/ja/model_doc/barthez.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/barthez.md",
"repo_id": "transformers",
"token_count": 1461
} |
<!--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/ja/model_doc/bort.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/bort.md",
"repo_id": "transformers",
"token_count": 1598
} |
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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/convnextv2.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/convnextv2.md",
"repo_id": "transformers",
"token_count": 1916
} |
<!---
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/model_memory_anatomy.md/0 | {
"file_path": "transformers/docs/source/ja/model_memory_anatomy.md",
"repo_id": "transformers",
"token_count": 5987
} |
<!--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/text-to-speech.md/0 | {
"file_path": "transformers/docs/source/ja/tasks/text-to-speech.md",
"repo_id": "transformers",
"token_count": 12015
} |
# docstyle-ignore
INSTALL_CONTENT = """
# Transformers 설치 방법
! pip install transformers datasets evaluate accelerate
# 마지막 릴리스 대신 소스에서 설치하려면, 위 명령을 주석으로 바꾸고 아래 명령을 해제하세요.
# ! pip install git+https://github.com/huggingface/transformers.git
"""
notebook_first_cells = [{"type": "code", "content": INSTALL_CONTENT}]
black_... | transformers/docs/source/ko/_config.py/0 | {
"file_path": "transformers/docs/source/ko/_config.py",
"repo_id": "transformers",
"token_count": 259
} |
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/ko/deepspeed.md/0 | {
"file_path": "transformers/docs/source/ko/deepspeed.md",
"repo_id": "transformers",
"token_count": 43919
} |
<!--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/main_classes/quantization.md/0 | {
"file_path": "transformers/docs/source/ko/main_classes/quantization.md",
"repo_id": "transformers",
"token_count": 1133
} |
<!--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/clip.md/0 | {
"file_path": "transformers/docs/source/ko/model_doc/clip.md",
"repo_id": "transformers",
"token_count": 11235
} |
<!--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/mamba.md/0 | {
"file_path": "transformers/docs/source/ko/model_doc/mamba.md",
"repo_id": "transformers",
"token_count": 4168
} |
<!--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/model_doc/vivit.md/0 | {
"file_path": "transformers/docs/source/ko/model_doc/vivit.md",
"repo_id": "transformers",
"token_count": 1653
} |
<!--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/perf_train_tpu_tf.md/0 | {
"file_path": "transformers/docs/source/ko/perf_train_tpu_tf.md",
"repo_id": "transformers",
"token_count": 12239
} |
<!--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/serialization.md/0 | {
"file_path": "transformers/docs/source/ko/serialization.md",
"repo_id": "transformers",
"token_count": 6886
} |
<!--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/object_detection.md/0 | {
"file_path": "transformers/docs/source/ko/tasks/object_detection.md",
"repo_id": "transformers",
"token_count": 16832
} |
<!--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/tokenizer_summary.md/0 | {
"file_path": "transformers/docs/source/ko/tokenizer_summary.md",
"repo_id": "transformers",
"token_count": 15149
} |
<!---
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/pt/installation.md/0 | {
"file_path": "transformers/docs/source/pt/installation.md",
"repo_id": "transformers",
"token_count": 3770
} |
<!--
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 agree... | transformers/docs/source/zh/add_new_pipeline.md/0 | {
"file_path": "transformers/docs/source/zh/add_new_pipeline.md",
"repo_id": "transformers",
"token_count": 5640
} |
<!--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/zh/hpo_train.md/0 | {
"file_path": "transformers/docs/source/zh/hpo_train.md",
"repo_id": "transformers",
"token_count": 2832
} |
<!--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/zh/main_classes/data_collator.md/0 | {
"file_path": "transformers/docs/source/zh/main_classes/data_collator.md",
"repo_id": "transformers",
"token_count": 868
} |
<!--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/zh/model_sharing.md/0 | {
"file_path": "transformers/docs/source/zh/model_sharing.md",
"repo_id": "transformers",
"token_count": 5355
} |
<!--
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/tasks/asr.md/0 | {
"file_path": "transformers/docs/source/zh/tasks/asr.md",
"repo_id": "transformers",
"token_count": 7232
} |
#!/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_bart_dlm_flax.py/0 | {
"file_path": "transformers/examples/flax/language-modeling/run_bart_dlm_flax.py",
"repo_id": "transformers",
"token_count": 18514
} |
# coding=utf-8
# Copyright 2021 HuggingFace 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
#
# Unless required by applicable law or ag... | transformers/examples/flax/test_flax_examples.py/0 | {
"file_path": "transformers/examples/flax/test_flax_examples.py",
"repo_id": "transformers",
"token_count": 4835
} |
# 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/utils_multiple_choice.py/0 | {
"file_path": "transformers/examples/legacy/multiple_choice/utils_multiple_choice.py",
"repo_id": "transformers",
"token_count": 10031
} |
#!/usr/bin/env python
# coding=utf-8
# Copyright 2018 Google AI, Google Brain and Carnegie Mellon University 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 co... | transformers/examples/legacy/run_transfo_xl.py/0 | {
"file_path": "transformers/examples/legacy/run_transfo_xl.py",
"repo_id": "transformers",
"token_count": 2273
} |
import sys
from transformers import AutoTokenizer
dataset = sys.argv[1]
model_name_or_path = sys.argv[2]
max_len = int(sys.argv[3])
subword_len_counter = 0
tokenizer = AutoTokenizer.from_pretrained(model_name_or_path)
max_len -= tokenizer.num_special_tokens_to_add()
with open(dataset, "rt") as f_p:
for line i... | transformers/examples/legacy/token-classification/scripts/preprocess.py/0 | {
"file_path": "transformers/examples/legacy/token-classification/scripts/preprocess.py",
"repo_id": "transformers",
"token_count": 452
} |
# 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
# This file was automatically generated from examples/modular-transformers/modular_multimodal2.py.
# Do NOT edit this file manually as any edits will be overwritten by the generation... | transformers/examples/modular-transformers/modeling_multimodal2.py/0 | {
"file_path": "transformers/examples/modular-transformers/modeling_multimodal2.py",
"repo_id": "transformers",
"token_count": 13650
} |
from typing import ClassVar, List, Optional, Union
import torch
import torch.utils.checkpoint
from torch import nn
from transformers.models.paligemma.modeling_paligemma import PaliGemmaForConditionalGeneration
from ...cache_utils import Cache
class NewTaskModelForNewTask(PaliGemmaForConditionalGeneration):
mai... | transformers/examples/modular-transformers/modular_new_task_model.py/0 | {
"file_path": "transformers/examples/modular-transformers/modular_new_task_model.py",
"repo_id": "transformers",
"token_count": 1424
} |
# 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/LICENSE-2.0
#
# Unless r... | transformers/examples/pytorch/image-classification/run_image_classification_no_trainer.py/0 | {
"file_path": "transformers/examples/pytorch/image-classification/run_image_classification_no_trainer.py",
"repo_id": "transformers",
"token_count": 11490
} |
#!/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/language-modeling/run_mlm.py/0 | {
"file_path": "transformers/examples/pytorch/language-modeling/run_mlm.py",
"repo_id": "transformers",
"token_count": 12786
} |
#! /usr/bin/python3
import argparse
import logging
import os
import sys
from collections import namedtuple
import torch
from modeling_bertabs import BertAbs, build_predictor
from torch.utils.data import DataLoader, SequentialSampler
from tqdm import tqdm
from transformers import BertTokenizer
from .utils_summarizati... | transformers/examples/research_projects/bertabs/run_summarization.py/0 | {
"file_path": "transformers/examples/research_projects/bertabs/run_summarization.py",
"repo_id": "transformers",
"token_count": 4319
} |
import json
import multiprocessing as mp
import re
from collections import defaultdict
from functools import partial
from typing import Dict, List, Optional, Set, Tuple, Type
from datasets import Dataset
from datasketch import MinHash, MinHashLSH
from dpu_utils.utils.iterators import ThreadedIterator
from tqdm import ... | transformers/examples/research_projects/codeparrot/scripts/minhash_deduplication.py/0 | {
"file_path": "transformers/examples/research_projects/codeparrot/scripts/minhash_deduplication.py",
"repo_id": "transformers",
"token_count": 4391
} |
import argparse
import logging
import sys
from unittest.mock import patch
import run_glue_deebert
from transformers.testing_utils import TestCasePlus, get_gpu_count, require_torch_non_multi_gpu, slow
logging.basicConfig(level=logging.DEBUG)
logger = logging.getLogger()
def get_setup_file():
parser = argparse... | transformers/examples/research_projects/deebert/test_glue_deebert.py/0 | {
"file_path": "transformers/examples/research_projects/deebert/test_glue_deebert.py",
"repo_id": "transformers",
"token_count": 1881
} |
# How to propose a Flax/JAX + Transformers project
Great that you've opened this document!
While we at 🤗 are proposing a couple of projects, we strongly
believe that the community can come up with much more **creative**, **fun**, and
**impactful** projects on their own. This being said, we are really looking forw... | transformers/examples/research_projects/jax-projects/HOW_TO_PROPOSE_PROJECT.md/0 | {
"file_path": "transformers/examples/research_projects/jax-projects/HOW_TO_PROPOSE_PROJECT.md",
"repo_id": "transformers",
"token_count": 2070
} |
<!---
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/research_projects/jax-projects/model_parallel/README.md/0 | {
"file_path": "transformers/examples/research_projects/jax-projects/model_parallel/README.md",
"repo_id": "transformers",
"token_count": 918
} |
<jupyter_start><jupyter_code># %pip install-r requirements.txt
from IPython.display import clear_output, Image, display
import PIL.Image
import io
import json
import torch
import numpy as np
from processing_image import Preprocess
from visualizing_image import SingleImageViz
from modeling_frcnn import GeneralizedRCNN
f... | transformers/examples/research_projects/lxmert/demo.ipynb/0 | {
"file_path": "transformers/examples/research_projects/lxmert/demo.ipynb",
"repo_id": "transformers",
"token_count": 1973
} |
# Copyright 2020-present, 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 law o... | transformers/examples/research_projects/movement-pruning/bertarize.py/0 | {
"file_path": "transformers/examples/research_projects/movement-pruning/bertarize.py",
"repo_id": "transformers",
"token_count": 2329
} |
# Performer fine-tuning
Example authors: @TevenLeScao, @Patrickvonplaten
Paper authors: Krzysztof Choromanski, Valerii Likhosherstov, David Dohan, Xingyou Song, Andreea Gane, Tamas Sarlos, Peter Hawkins, Jared Davis, Afroz Mohiuddin, Lukasz Kaiser, David Belanger, Lucy Colwell, Adrian Weller
## Requirements
`datase... | transformers/examples/research_projects/performer/README.md/0 | {
"file_path": "transformers/examples/research_projects/performer/README.md",
"repo_id": "transformers",
"token_count": 414
} |
import os
import time
import numpy as np
import onnxruntime as ort
os.environ["ORT_TENSORRT_INT8_ENABLE"] = "1"
os.environ["ORT_TENSORRT_INT8_USE_NATIVE_CALIBRATION_TABLE"] = "0"
os.environ["ORT_TENSORRT_ENGINE_CACHE_ENABLE"] = "1"
sess_opt = ort.SessionOptions()
sess_opt.graph_optimization_level = ort.GraphOptimiz... | transformers/examples/research_projects/quantization-qdqbert/ort-infer-benchmark.py/0 | {
"file_path": "transformers/examples/research_projects/quantization-qdqbert/ort-infer-benchmark.py",
"repo_id": "transformers",
"token_count": 644
} |
"""Evaluation script for RAG models."""
import argparse
import ast
import logging
import os
import sys
import pandas as pd
import torch
from tqdm import tqdm
from transformers import BartForConditionalGeneration, RagRetriever, RagSequenceForGeneration, RagTokenForGeneration
from transformers import logging as transf... | transformers/examples/research_projects/rag/eval_rag.py/0 | {
"file_path": "transformers/examples/research_projects/rag/eval_rag.py",
"repo_id": "transformers",
"token_count": 4856
} |
# 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/finetuning.py/0 | {
"file_path": "transformers/examples/research_projects/self-training-text-classification/finetuning.py",
"repo_id": "transformers",
"token_count": 14818
} |
# the proper usage is documented in the README, you need to specify data_dir, output_dir and model_name_or_path
# run ./finetune.sh --help to see all the possible options
python finetune.py \
--learning_rate=3e-5 \
--fp16 \
--gpus 1 \
--do_train \
--do_predict \
--n_val 1000 \
--val_check_in... | transformers/examples/research_projects/seq2seq-distillation/finetune.sh/0 | {
"file_path": "transformers/examples/research_projects/seq2seq-distillation/finetune.sh",
"repo_id": "transformers",
"token_count": 138
} |
"""
coding=utf-8
Copyright 2018, Antonio Mendoza Hao Tan, Mohit Bansal, Huggingface team :)
Adapted From Facebook Inc, Detectron2
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.apac... | transformers/examples/research_projects/visual_bert/utils.py/0 | {
"file_path": "transformers/examples/research_projects/visual_bert/utils.py",
"repo_id": "transformers",
"token_count": 8363
} |
#!/usr/bin/env bash
python run_asr.py \
--output_dir="./wav2vec2-large-lv60-timit-asr" \
--num_train_epochs="30" \
--per_device_train_batch_size="2" \
--per_device_eval_batch_size="2" \
--gradient_accumulation_steps="4" \
--eval_strategy="steps" \
--save_steps="500" \
--eval_steps="100" \
--logging_steps="50" \
--learn... | transformers/examples/research_projects/wav2vec2/finetune_large_lv60_timit_asr.sh/0 | {
"file_path": "transformers/examples/research_projects/wav2vec2/finetune_large_lv60_timit_asr.sh",
"repo_id": "transformers",
"token_count": 275
} |
<!---
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 a... | transformers/examples/tensorflow/README.md/0 | {
"file_path": "transformers/examples/tensorflow/README.md",
"repo_id": "transformers",
"token_count": 731
} |
<!---
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/token-classification/README.md/0 | {
"file_path": "transformers/examples/tensorflow/token-classification/README.md",
"repo_id": "transformers",
"token_count": 579
} |
# 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_tf.py/0 | {
"file_path": "transformers/src/transformers/activations_tf.py",
"repo_id": "transformers",
"token_count": 1836
} |
#!/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/translation.py/0 | {
"file_path": "transformers/src/transformers/agents/translation.py",
"repo_id": "transformers",
"token_count": 4239
} |
# 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/configuration_utils.py/0 | {
"file_path": "transformers/src/transformers/configuration_utils.py",
"repo_id": "transformers",
"token_count": 23849
} |
# 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/data/processors/squad.py/0 | {
"file_path": "transformers/src/transformers/data/processors/squad.py",
"repo_id": "transformers",
"token_count": 15587
} |
# coding=utf-8
# Copyright 2021 The Google AI Flax Team Authors, and The HuggingFace Inc. team.
# Copyright (c) 2020, 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 o... | transformers/src/transformers/generation/flax_utils.py/0 | {
"file_path": "transformers/src/transformers/generation/flax_utils.py",
"repo_id": "transformers",
"token_count": 21986
} |
# 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 applicabl... | transformers/src/transformers/integrations/aqlm.py/0 | {
"file_path": "transformers/src/transformers/integrations/aqlm.py",
"repo_id": "transformers",
"token_count": 1868
} |
# 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/peft.py/0 | {
"file_path": "transformers/src/transformers/integrations/peft.py",
"repo_id": "transformers",
"token_count": 11440
} |
#include <stdio.h>
#include <assert.h>
#include "ATen/ATen.h"
#define MIN_VALUE (-1e38)
typedef at::BFloat16 bf16;
__global__ void kernel_forward_bf16(
const int B, const int T, const int C, const float *__restrict__ const _w, const bf16 *__restrict__ const _u,
const bf16 *__restrict__ const _k, const bf16 *__... | transformers/src/transformers/kernels/rwkv/wkv_cuda_bf16.cu/0 | {
"file_path": "transformers/src/transformers/kernels/rwkv/wkv_cuda_bf16.cu",
"repo_id": "transformers",
"token_count": 3302
} |
# 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/modeling_attn_mask_utils.py/0 | {
"file_path": "transformers/src/transformers/modeling_attn_mask_utils.py",
"repo_id": "transformers",
"token_count": 9169
} |
# coding=utf-8
# Copyright 2018 Google AI, Google Brain and 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
#
# U... | transformers/src/transformers/models/albert/modeling_albert.py/0 | {
"file_path": "transformers/src/transformers/models/albert/modeling_albert.py",
"repo_id": "transformers",
"token_count": 27212
} |
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