text stringlengths 7 1.24M | id stringlengths 14 166 | metadata dict | __index_level_0__ int64 0 519 |
|---|---|---|---|
import torch
from dataclasses import dataclass
from typing import Optional, Union, List
from loguru import logger
from text_generation_server.utils.import_utils import SYSTEM
from text_generation_server.utils.weights import (
Weight,
WeightsLoader,
UnquantizedWeight,
Weights,
)
from text_generation_se... | text-generation-inference/server/text_generation_server/layers/fp8.py/0 | {
"file_path": "text-generation-inference/server/text_generation_server/layers/fp8.py",
"repo_id": "text-generation-inference",
"token_count": 3990
} | 243 |
import torch
from torch import nn
from typing import Tuple, Optional
from text_generation_server.utils.speculate import get_speculate
from text_generation_server.layers.linear import FastLinear
from text_generation_server.layers.tensor_parallel import (
TensorParallelHead,
TensorParallelColumnLinear,
)
class ... | text-generation-inference/server/text_generation_server/layers/medusa.py/0 | {
"file_path": "text-generation-inference/server/text_generation_server/layers/medusa.py",
"repo_id": "text-generation-inference",
"token_count": 2975
} | 244 |
# coding=utf-8
# Copyright 2022 EleutherAI and the HuggingFace Inc. team. All rights reserved.
#
# This code is based on EleutherAI's GPT-NeoX library and the GPT-NeoX
# and OPT implementations in this library. It has been modified from its
# original forms to accommodate minor architectural differences compared
# to G... | text-generation-inference/server/text_generation_server/models/custom_modeling/flash_gpt2_modeling.py/0 | {
"file_path": "text-generation-inference/server/text_generation_server/models/custom_modeling/flash_gpt2_modeling.py",
"repo_id": "text-generation-inference",
"token_count": 6789
} | 245 |
# This code was adapted from https://github.com/lucidrains/flamingo-pytorch licensed under the MIT License.
#
# MIT License
#
# Copyright (c) 2020 The Google AI Language Team Authors, The HuggingFace Inc. team and github/lonePatient
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of ... | text-generation-inference/server/text_generation_server/models/custom_modeling/idefics_perceiver.py/0 | {
"file_path": "text-generation-inference/server/text_generation_server/models/custom_modeling/idefics_perceiver.py",
"repo_id": "text-generation-inference",
"token_count": 5152
} | 246 |
from io import BytesIO
from PIL import Image
import torch
import time
from dataclasses import dataclass
from opentelemetry import trace
from transformers import (
AutoProcessor,
AutoTokenizer,
PreTrainedTokenizerBase,
ProcessorMixin,
)
from typing import Optional, Tuple, List, Type, Dict
from text_gen... | text-generation-inference/server/text_generation_server/models/idefics_causal_lm.py/0 | {
"file_path": "text-generation-inference/server/text_generation_server/models/idefics_causal_lm.py",
"repo_id": "text-generation-inference",
"token_count": 16844
} | 247 |
import torch
from loguru import logger
import os
import importlib.util
def is_ipex_available():
return importlib.util.find_spec("intel_extension_for_pytorch") is not None
def get_cuda_free_memory(device, memory_fraction):
total_free_memory, _ = torch.cuda.mem_get_info(device)
total_gpu_memory = torch.... | text-generation-inference/server/text_generation_server/utils/import_utils.py/0 | {
"file_path": "text-generation-inference/server/text_generation_server/utils/import_utils.py",
"repo_id": "text-generation-inference",
"token_count": 850
} | 248 |
## How to release
# Before the release
Simple checklist on how to make releases for `tokenizers`.
- Freeze `master` branch.
- Run all tests (Check CI has properly run)
- If any significant work, check benchmarks:
- `cd tokenizers && cargo bench` (needs to be run on latest release tag to measure difference if it's ... | tokenizers/RELEASE.md/0 | {
"file_path": "tokenizers/RELEASE.md",
"repo_id": "tokenizers",
"token_count": 1519
} | 249 |
/* eslint-disable */
var globRequire = require
console.log = (..._args: any[]) => {}
describe('quicktourExample', () => {
function require(mod: string) {
if (mod.startsWith('tokenizers')) {
return globRequire('../../')
} else {
return globRequire(mod)
}
}
it.skip('trains the tokenizer',... | tokenizers/bindings/node/examples/documentation/quicktour.test.ts/0 | {
"file_path": "tokenizers/bindings/node/examples/documentation/quicktour.test.ts",
"repo_id": "tokenizers",
"token_count": 2324
} | 250 |
{
"name": "tokenizers-android-arm-eabi",
"version": "0.13.4-rc1",
"os": [
"android"
],
"cpu": [
"arm"
],
"main": "tokenizers.android-arm-eabi.node",
"files": [
"tokenizers.android-arm-eabi.node"
],
"description": "Tokenizers platform specific bindings",
"keywords": [
"napi-rs",
... | tokenizers/bindings/node/npm/android-arm-eabi/package.json/0 | {
"file_path": "tokenizers/bindings/node/npm/android-arm-eabi/package.json",
"repo_id": "tokenizers",
"token_count": 269
} | 251 |
{
"name": "tokenizers-linux-x64-gnu",
"version": "0.13.4-rc1",
"os": [
"linux"
],
"cpu": [
"x64"
],
"main": "tokenizers.linux-x64-gnu.node",
"files": [
"tokenizers.linux-x64-gnu.node"
],
"description": "Tokenizers platform specific bindings",
"keywords": [
"napi-rs",
"NAPI",
... | tokenizers/bindings/node/npm/linux-x64-gnu/package.json/0 | {
"file_path": "tokenizers/bindings/node/npm/linux-x64-gnu/package.json",
"repo_id": "tokenizers",
"token_count": 289
} | 252 |
use crate::arc_rwlock_serde;
use napi::bindgen_prelude::*;
use napi_derive::napi;
use serde::{Deserialize, Serialize};
use std::sync::{Arc, RwLock};
use tk::normalizers::NormalizerWrapper;
use tk::NormalizedString;
use tokenizers as tk;
/// Normalizer
#[derive(Debug, Clone, Serialize, Deserialize)]
#[napi]
pub struct ... | tokenizers/bindings/node/src/normalizers.rs/0 | {
"file_path": "tokenizers/bindings/node/src/normalizers.rs",
"repo_id": "tokenizers",
"token_count": 1886
} | 253 |
include Cargo.toml
include pyproject.toml
include rust-toolchain
include ../../LICENSE
recursive-include src *
recursive-include tokenizers-lib *
recursive-exclude tokenizers-lib/target *
| tokenizers/bindings/python/MANIFEST.in/0 | {
"file_path": "tokenizers/bindings/python/MANIFEST.in",
"repo_id": "tokenizers",
"token_count": 57
} | 254 |
from typing import Dict, List, Optional, Tuple, Union
from tokenizers import AddedToken, EncodeInput, Encoding, InputSequence, Tokenizer
from tokenizers.decoders import Decoder
from tokenizers.models import Model
from tokenizers.normalizers import Normalizer
from tokenizers.pre_tokenizers import PreTokenizer
from toke... | tokenizers/bindings/python/py_src/tokenizers/implementations/base_tokenizer.py/0 | {
"file_path": "tokenizers/bindings/python/py_src/tokenizers/implementations/base_tokenizer.py",
"repo_id": "tokenizers",
"token_count": 6036
} | 255 |
import itertools
import os
import re
from string import Template
from typing import Any, Callable, Dict, List, NamedTuple, Optional, Tuple
from tokenizers import Encoding, Tokenizer
dirname = os.path.dirname(__file__)
css_filename = os.path.join(dirname, "visualizer-styles.css")
with open(css_filename) as f:
css... | tokenizers/bindings/python/py_src/tokenizers/tools/visualizer.py/0 | {
"file_path": "tokenizers/bindings/python/py_src/tokenizers/tools/visualizer.py",
"repo_id": "tokenizers",
"token_count": 6754
} | 256 |
use std::convert::TryInto;
use std::sync::Arc;
use pyo3::exceptions;
use pyo3::prelude::*;
use pyo3::types::*;
use crate::encoding::PyEncoding;
use crate::error::ToPyResult;
use serde::{Deserialize, Serialize};
use tk::processors::bert::BertProcessing;
use tk::processors::byte_level::ByteLevel;
use tk::processors::ro... | tokenizers/bindings/python/src/processors.rs/0 | {
"file_path": "tokenizers/bindings/python/src/processors.rs",
"repo_id": "tokenizers",
"token_count": 8087
} | 257 |
import pickle
import pytest
from tokenizers.models import BPE, Model, WordLevel, WordPiece
from ..utils import bert_files, data_dir, roberta_files
class TestBPE:
def test_instantiate(self, roberta_files):
assert isinstance(BPE(), Model)
assert isinstance(BPE(), BPE)
vocab = {"a": 0, "b"... | tokenizers/bindings/python/tests/bindings/test_models.py/0 | {
"file_path": "tokenizers/bindings/python/tests/bindings/test_models.py",
"repo_id": "tokenizers",
"token_count": 2304
} | 258 |
# Visualizer
<tokenizerslangcontent>
<python>
## Annotation
[[autodoc]] tokenizers.tools.Annotation
## EncodingVisualizer
[[autodoc]] tokenizers.tools.EncodingVisualizer
- __call__
</python>
<rust>
The Rust API Reference is available directly on the [Docs.rs](https://docs.rs/tokenizers/latest/tokenizers/) webs... | tokenizers/docs/source-doc-builder/api/visualizer.mdx/0 | {
"file_path": "tokenizers/docs/source-doc-builder/api/visualizer.mdx",
"repo_id": "tokenizers",
"token_count": 134
} | 259 |
# Changelog
All notable changes to this project will be documented in this file.
The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
## [0.13.2]
- Python only changes
## [0.13.1]
- [#1072] Fixing ... | tokenizers/tokenizers/CHANGELOG.md/0 | {
"file_path": "tokenizers/tokenizers/CHANGELOG.md",
"repo_id": "tokenizers",
"token_count": 3388
} | 260 |
<div align="center">
<h1><code>wasm-pack-template</code></h1>
<strong>A template for kick starting a Rust and WebAssembly project using <a href="https://github.com/rustwasm/wasm-pack">wasm-pack</a>.</strong>
<p>
<a href="https://travis-ci.org/rustwasm/wasm-pack-template"><img src="https://img.shields.io/tr... | tokenizers/tokenizers/examples/unstable_wasm/README.md/0 | {
"file_path": "tokenizers/tokenizers/examples/unstable_wasm/README.md",
"repo_id": "tokenizers",
"token_count": 811
} | 261 |
stable
| tokenizers/tokenizers/rust-toolchain/0 | {
"file_path": "tokenizers/tokenizers/rust-toolchain",
"repo_id": "tokenizers",
"token_count": 2
} | 262 |
use rand::distributions::WeightedIndex;
use rand::prelude::*;
use std::cell::RefCell;
use std::cmp::{min, Ordering};
use std::collections::BinaryHeap;
use std::rc::Rc;
type NodeRef = Rc<RefCell<Node>>;
type HypothesisRef = Rc<RefCell<Hypothesis>>;
type Agenda = BinaryHeap<Hypothesis>;
struct Hypothesis {
node_ref... | tokenizers/tokenizers/src/models/unigram/lattice.rs/0 | {
"file_path": "tokenizers/tokenizers/src/models/unigram/lattice.rs",
"repo_id": "tokenizers",
"token_count": 12682
} | 263 |
use crate::tokenizer::{NormalizedString, Normalizer, Result};
use serde::{Deserialize, Serialize};
#[derive(Clone, Debug, Deserialize, Serialize)]
#[serde(tag = "type")]
pub struct Prepend {
pub prepend: String,
}
impl Prepend {
pub fn new(prepend: String) -> Self {
Self { prepend }
}
}
impl Norm... | tokenizers/tokenizers/src/normalizers/prepend.rs/0 | {
"file_path": "tokenizers/tokenizers/src/normalizers/prepend.rs",
"repo_id": "tokenizers",
"token_count": 856
} | 264 |
// Generated by modified Perl script at https://github.com/google/sentencepiece/blob/master/data/gen_unicode_scripts_code.pl
// Unicode scripts : https://gist.github.com/Narsil/07556f26dc84a6baeff4d499e68d3cd2
// Rust adaptation : https://gist.github.com/Narsil/1df9fbbf5296a8d4d62de55dcb2fe700
#[derive(PartialEq, Debu... | tokenizers/tokenizers/src/pre_tokenizers/unicode_scripts/scripts.rs/0 | {
"file_path": "tokenizers/tokenizers/src/pre_tokenizers/unicode_scripts/scripts.rs",
"repo_id": "tokenizers",
"token_count": 46440
} | 265 |
use crate::Result;
use hf_hub::{api::sync::ApiBuilder, Repo, RepoType};
use std::collections::HashMap;
use std::path::PathBuf;
/// Defines the aditional parameters available for the `from_pretrained` function
#[derive(Debug, Clone)]
pub struct FromPretrainedParameters {
pub revision: String,
pub user_agent: Ha... | tokenizers/tokenizers/src/utils/from_pretrained.rs/0 | {
"file_path": "tokenizers/tokenizers/src/utils/from_pretrained.rs",
"repo_id": "tokenizers",
"token_count": 913
} | 266 |
# Troubleshooting
This is a document explaining how to deal with various issues on Circle-CI. The entries may include actual solutions or pointers to Issues that cover those.
## Circle CI
* pytest worker runs out of resident RAM and gets killed by `cgroups`: https://github.com/huggingface/transformers/issues/11408
| transformers/.circleci/TROUBLESHOOT.md/0 | {
"file_path": "transformers/.circleci/TROUBLESHOOT.md",
"repo_id": "transformers",
"token_count": 80
} | 267 |
cff-version: "1.2.0"
date-released: 2020-10
message: "If you use this software, please cite it using these metadata."
title: "Transformers: State-of-the-Art Natural Language Processing"
url: "https://github.com/huggingface/transformers"
authors:
- family-names: Wolf
given-names: Thomas
- family-names: Debut
... | transformers/CITATION.cff/0 | {
"file_path": "transformers/CITATION.cff",
"repo_id": "transformers",
"token_count": 824
} | 268 |
FROM python:3.10-slim
ENV PYTHONDONTWRITEBYTECODE=1
USER root
RUN apt-get update && apt-get install -y libsndfile1-dev espeak-ng time git
RUN apt-get install -y g++ cmake
ENV UV_PYTHON=/usr/local/bin/python
RUN pip --no-cache-dir install uv && uv venv
RUN uv pip install --no-cache-dir -U pip setuptools albumentations s... | transformers/docker/examples-tf.dockerfile/0 | {
"file_path": "transformers/docker/examples-tf.dockerfile",
"repo_id": "transformers",
"token_count": 222
} | 269 |
FROM rocm/dev-ubuntu-22.04:5.6
LABEL maintainer="Hugging Face"
ARG DEBIAN_FRONTEND=noninteractive
ARG PYTORCH='2.1.1'
ARG TORCH_VISION='0.16.1'
ARG TORCH_AUDIO='2.1.1'
ARG ROCM='5.6'
RUN apt update && \
apt install -y --no-install-recommends \
libaio-dev \
git \
# These are required to build deepspeed... | transformers/docker/transformers-pytorch-deepspeed-amd-gpu/Dockerfile/0 | {
"file_path": "transformers/docker/transformers-pytorch-deepspeed-amd-gpu/Dockerfile",
"repo_id": "transformers",
"token_count": 680
} | 270 |
<!--Copyright 2020 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/de/add_new_model.md/0 | {
"file_path": "transformers/docs/source/de/add_new_model.md",
"repo_id": "transformers",
"token_count": 23975
} | 271 |
<!--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/de/transformers_agents.md/0 | {
"file_path": "transformers/docs/source/de/transformers_agents.md",
"repo_id": "transformers",
"token_count": 6629
} | 272 |
<!--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/conversations.md/0 | {
"file_path": "transformers/docs/source/en/conversations.md",
"repo_id": "transformers",
"token_count": 4633
} | 273 |
<!--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/internal/image_processing_utils.md/0 | {
"file_path": "transformers/docs/source/en/internal/image_processing_utils.md",
"repo_id": "transformers",
"token_count": 437
} | 274 |
<!--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/main_classes/feature_extractor.md/0 | {
"file_path": "transformers/docs/source/en/main_classes/feature_extractor.md",
"repo_id": "transformers",
"token_count": 383
} | 275 |
<!--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/altclip.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/altclip.md",
"repo_id": "transformers",
"token_count": 1400
} | 276 |
<!--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
} | 277 |
<!--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": 1221
} | 278 |
<!--Copyright 2020 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/en/model_doc/deberta-v2.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/deberta-v2.md",
"repo_id": "transformers",
"token_count": 1846
} | 279 |
<!--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/dpr.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/dpr.md",
"repo_id": "transformers",
"token_count": 1170
} | 280 |
<!--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/flava.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/flava.md",
"repo_id": "transformers",
"token_count": 916
} | 281 |
<!--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/gptj.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/gptj.md",
"repo_id": "transformers",
"token_count": 2807
} | 282 |
<!--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_next_video.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/llava_next_video.md",
"repo_id": "transformers",
"token_count": 3893
} | 283 |
<!--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/mt5.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/mt5.md",
"repo_id": "transformers",
"token_count": 1400
} | 284 |
<!--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/prophetnet.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/prophetnet.md",
"repo_id": "transformers",
"token_count": 1169
} | 285 |
<!--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/roberta-prelayernorm.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/roberta-prelayernorm.md",
"repo_id": "transformers",
"token_count": 1519
} | 286 |
<!--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/speech_to_text_2.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/speech_to_text_2.md",
"repo_id": "transformers",
"token_count": 1610
} | 287 |
<!--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/tapex.md/0 | {
"file_path": "transformers/docs/source/en/model_doc/tapex.md",
"repo_id": "transformers",
"token_count": 2167
} | 288 |
<!--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": 2643
} | 289 |
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the License. You may obtain a copy of the License at
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"file_path": "transformers/docs/source/en/model_doc/wav2vec2-conformer.md",
"repo_id": "transformers",
"token_count": 1104
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"file_path": "transformers/docs/source/en/model_doc/yolos.md",
"repo_id": "transformers",
"token_count": 2101
} | 291 |
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the License. You may obtain a copy of the License at
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"file_path": "transformers/docs/source/en/perf_train_gpu_many.md",
"repo_id": "transformers",
"token_count": 10578
} | 292 |
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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/en/quantization/fbgemm_fp8.md/0 | {
"file_path": "transformers/docs/source/en/quantization/fbgemm_fp8.md",
"repo_id": "transformers",
"token_count": 807
} | 293 |
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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/en/tasks/image_captioning.md/0 | {
"file_path": "transformers/docs/source/en/tasks/image_captioning.md",
"repo_id": "transformers",
"token_count": 2704
} | 294 |
<!--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/es/glossary.md/0 | {
"file_path": "transformers/docs/source/es/glossary.md",
"repo_id": "transformers",
"token_count": 10085
} | 295 |
- sections:
- local: index
title: 🤗 Transformers
- local: quicktour
title: Visite rapide
- local: installation
title: Installation
title: Démarrer
- sections:
- local: tutoriel_pipeline
title: Pipelines pour l'inférence
- local: autoclass_tutorial
title: Chargement d... | transformers/docs/source/fr/_toctree.yml/0 | {
"file_path": "transformers/docs/source/fr/_toctree.yml",
"repo_id": "transformers",
"token_count": 381
} | 296 |
<!--Copyright 2022 The HuggingFace Team. All rights reserved.
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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/it/big_models.md/0 | {
"file_path": "transformers/docs/source/it/big_models.md",
"repo_id": "transformers",
"token_count": 2214
} | 297 |
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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/it/perf_train_cpu.md/0 | {
"file_path": "transformers/docs/source/it/perf_train_cpu.md",
"repo_id": "transformers",
"token_count": 1310
} | 298 |
<!--
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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 agree... | transformers/docs/source/ja/benchmarks.md/0 | {
"file_path": "transformers/docs/source/ja/benchmarks.md",
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"token_count": 8873
} | 299 |
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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/internal/generation_utils.md/0 | {
"file_path": "transformers/docs/source/ja/internal/generation_utils.md",
"repo_id": "transformers",
"token_count": 3478
} | 300 |
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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/main_classes/logging.md/0 | {
"file_path": "transformers/docs/source/ja/main_classes/logging.md",
"repo_id": "transformers",
"token_count": 2182
} | 301 |
<!--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/model_doc/autoformer.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/autoformer.md",
"repo_id": "transformers",
"token_count": 1746
} | 302 |
<!--Copyright 2023 The HuggingFace Team. All rights reserved.
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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/blip-2.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/blip-2.md",
"repo_id": "transformers",
"token_count": 2258
} | 303 |
<!--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/conditional_detr.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/conditional_detr.md",
"repo_id": "transformers",
"token_count": 1847
} | 304 |
<!--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
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Unless required by applicable law or agreed... | transformers/docs/source/ja/model_doc/detr.md/0 | {
"file_path": "transformers/docs/source/ja/model_doc/detr.md",
"repo_id": "transformers",
"token_count": 7983
} | 305 |
<!--Copyright 2023 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/ja/perf_train_cpu_many.md/0 | {
"file_path": "transformers/docs/source/ja/perf_train_cpu_many.md",
"repo_id": "transformers",
"token_count": 3281
} | 306 |
<!--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/task_summary.md/0 | {
"file_path": "transformers/docs/source/ja/task_summary.md",
"repo_id": "transformers",
"token_count": 11246
} | 307 |
<!--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/semantic_segmentation.md/0 | {
"file_path": "transformers/docs/source/ja/tasks/semantic_segmentation.md",
"repo_id": "transformers",
"token_count": 10521
} | 308 |
<!--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/create_a_model.md/0 | {
"file_path": "transformers/docs/source/ko/create_a_model.md",
"repo_id": "transformers",
"token_count": 11706
} | 309 |
<!--Copyright 2020 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
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Unless required by applicable law or agreed... | transformers/docs/source/ko/perplexity.md/0 | {
"file_path": "transformers/docs/source/ko/perplexity.md",
"repo_id": "transformers",
"token_count": 6268
} | 310 |
<!--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/tasks/asr.md/0 | {
"file_path": "transformers/docs/source/ko/tasks/asr.md",
"repo_id": "transformers",
"token_count": 9521
} | 311 |
<!--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/question_answering.md/0 | {
"file_path": "transformers/docs/source/ko/tasks/question_answering.md",
"repo_id": "transformers",
"token_count": 9397
} | 312 |
<!--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
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Unless required by applicable law or agreed... | transformers/docs/source/ko/trainer.md/0 | {
"file_path": "transformers/docs/source/ko/trainer.md",
"repo_id": "transformers",
"token_count": 15986
} | 313 |
<!--Copyright 2022 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed... | transformers/docs/source/pt/pipeline_tutorial.md/0 | {
"file_path": "transformers/docs/source/pt/pipeline_tutorial.md",
"repo_id": "transformers",
"token_count": 2382
} | 314 |
<!--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/big_models.md/0 | {
"file_path": "transformers/docs/source/zh/big_models.md",
"repo_id": "transformers",
"token_count": 3100
} | 315 |
<!--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/optimizer_schedules.md/0 | {
"file_path": "transformers/docs/source/zh/main_classes/optimizer_schedules.md",
"repo_id": "transformers",
"token_count": 833
} | 316 |
<!--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/zh/preprocessing.md/0 | {
"file_path": "transformers/docs/source/zh/preprocessing.md",
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} | 317 |
from transformers.models.llama.configuration_llama import LlamaConfig
# Example where we only want to only add a new config argument and new arg doc
# here there is no `ARG` so we are gonna take parent doc
class MyNewModelConfig(LlamaConfig):
r"""
mlp_bias (`bool`, *optional*, defaults to `False`)
"""
... | transformers/examples/diff-conversion/diff_my_new_model.py/0 | {
"file_path": "transformers/examples/diff-conversion/diff_my_new_model.py",
"repo_id": "transformers",
"token_count": 191
} | 318 |
#!/usr/bin/env python3
import json
from typing import Iterator, List, Union
from tokenizers import AddedToken, Regex, Tokenizer, decoders, normalizers, pre_tokenizers, trainers
from tokenizers.implementations.base_tokenizer import BaseTokenizer
from tokenizers.models import Unigram
from tokenizers.processors import Te... | transformers/examples/flax/language-modeling/t5_tokenizer_model.py/0 | {
"file_path": "transformers/examples/flax/language-modeling/t5_tokenizer_model.py",
"repo_id": "transformers",
"token_count": 1823
} | 319 |
import argparse
import glob
import logging
import os
from argparse import Namespace
from importlib import import_module
import numpy as np
import torch
from lightning_base import BaseTransformer, add_generic_args, generic_train
from seqeval.metrics import accuracy_score, f1_score, precision_score, recall_score
from to... | transformers/examples/legacy/pytorch-lightning/run_ner.py/0 | {
"file_path": "transformers/examples/legacy/pytorch-lightning/run_ner.py",
"repo_id": "transformers",
"token_count": 4295
} | 320 |
# 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/examples/legacy/seq2seq/finetune.sh/0 | {
"file_path": "transformers/examples/legacy/seq2seq/finetune.sh",
"repo_id": "transformers",
"token_count": 297
} | 321 |
#!/usr/bin/env python
# Copyright 2020 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless... | transformers/examples/legacy/seq2seq/run_eval_search.py/0 | {
"file_path": "transformers/examples/legacy/seq2seq/run_eval_search.py",
"repo_id": "transformers",
"token_count": 2316
} | 322 |
# 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/examples/legacy/seq2seq/train_distil_marian_enro.sh/0 | {
"file_path": "transformers/examples/legacy/seq2seq/train_distil_marian_enro.sh",
"repo_id": "transformers",
"token_count": 553
} | 323 |
<!---
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/pytorch/audio-classification/README.md/0 | {
"file_path": "transformers/examples/pytorch/audio-classification/README.md",
"repo_id": "transformers",
"token_count": 2210
} | 324 |
<!---
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/examples/pytorch/instance-segmentation/README.md/0 | {
"file_path": "transformers/examples/pytorch/instance-segmentation/README.md",
"repo_id": "transformers",
"token_count": 3501
} | 325 |
#!/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/pytorch/multiple-choice/run_swag.py/0 | {
"file_path": "transformers/examples/pytorch/multiple-choice/run_swag.py",
"repo_id": "transformers",
"token_count": 8237
} | 326 |
#!/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/token-classification/run_ner.py/0 | {
"file_path": "transformers/examples/pytorch/token-classification/run_ner.py",
"repo_id": "transformers",
"token_count": 11450
} | 327 |
# coding=utf-8
# Copyright 2020 The Google AI Language Team Authors, The HuggingFace Inc. team and Microsoft Corporation.
# 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.... | transformers/examples/research_projects/bert-loses-patience/pabee/modeling_pabee_bert.py/0 | {
"file_path": "transformers/examples/research_projects/bert-loses-patience/pabee/modeling_pabee_bert.py",
"repo_id": "transformers",
"token_count": 6758
} | 328 |
# CodeParrot 🦜
<p align="center">
<img src="https://huggingface.co/datasets/lvwerra/repo-images/raw/main/code-highlighting-streamlit.png" alt="drawing" width="350"/>
</p>
## What is this about?
This is an open-source effort to train and evaluate code generation models. CodeParrot 🦜 is a GPT-2 model trained from ... | transformers/examples/research_projects/codeparrot/README.md/0 | {
"file_path": "transformers/examples/research_projects/codeparrot/README.md",
"repo_id": "transformers",
"token_count": 5034
} | 329 |
import setuptools
with open("README.md", "r", encoding="utf-8") as fh:
long_description = fh.read()
setuptools.setup(
name="fsner",
version="0.0.1",
author="msi sayef",
author_email="msi.sayef@gmail.com",
description="Few-shot Named Entity Recognition",
long_description=long_description,
... | transformers/examples/research_projects/fsner/setup.py/0 | {
"file_path": "transformers/examples/research_projects/fsner/setup.py",
"repo_id": "transformers",
"token_count": 341
} | 330 |
# coding=utf-8
# Copyright 2020-present, AllenAI Authors, University of Illinois Urbana-Champaign,
# Intel Nervana Systems 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 ... | transformers/examples/research_projects/movement-pruning/emmental/modules/binarizer.py/0 | {
"file_path": "transformers/examples/research_projects/movement-pruning/emmental/modules/binarizer.py",
"repo_id": "transformers",
"token_count": 2364
} | 331 |
# Plug and Play Language Models: a Simple Approach to Controlled Text Generation
Authors: [Sumanth Dathathri](https://dathath.github.io/), [Andrea Madotto](https://andreamad8.github.io/), Janice Lan, Jane Hung, Eric Frank, [Piero Molino](https://w4nderlu.st/), [Jason Yosinski](http://yosinski.com/), and [Rosanne Liu](... | transformers/examples/research_projects/pplm/README.md/0 | {
"file_path": "transformers/examples/research_projects/pplm/README.md",
"repo_id": "transformers",
"token_count": 747
} | 332 |
import logging
from pathlib import Path
import numpy as np
import pytorch_lightning as pl
import torch
from pytorch_lightning.callbacks import EarlyStopping, ModelCheckpoint
from pytorch_lightning.utilities import rank_zero_only
from utils_rag import save_json
def count_trainable_parameters(model):
model_paramet... | transformers/examples/research_projects/rag-end2end-retriever/callbacks_rag.py/0 | {
"file_path": "transformers/examples/research_projects/rag-end2end-retriever/callbacks_rag.py",
"repo_id": "transformers",
"token_count": 1977
} | 333 |
export PYTHONPATH="../":"${PYTHONPATH}"
python use_own_knowledge_dataset.py
ray start --head
python finetune_rag.py \
--model_name_or_path facebook/rag-token-base \
--model_type rag_token \
--context_encoder_name facebook/dpr-ctx_encoder-multiset-base \
--fp16 \
--gpus 1 \
--profile \
--e... | transformers/examples/research_projects/rag-end2end-retriever/test_run/test_rag_new_features.sh/0 | {
"file_path": "transformers/examples/research_projects/rag-end2end-retriever/test_run/test_rag_new_features.sh",
"repo_id": "transformers",
"token_count": 153
} | 334 |
import tempfile
import unittest
from make_student import create_student_by_copying_alternating_layers
from transformers import AutoConfig
from transformers.file_utils import cached_property
from transformers.testing_utils import require_torch
TINY_BART = "sshleifer/bart-tiny-random"
TINY_T5 = "patrickvonplaten/t5-t... | transformers/examples/research_projects/seq2seq-distillation/_test_make_student.py/0 | {
"file_path": "transformers/examples/research_projects/seq2seq-distillation/_test_make_student.py",
"repo_id": "transformers",
"token_count": 660
} | 335 |
### Saved Pseudo-Labels
These are the generations of various large models on various large **training** sets. All in all they took about 200 GPU hours to produce.
### Available Pseudo-labels
| Dataset | Model | Link ... | transformers/examples/research_projects/seq2seq-distillation/precomputed_pseudo_labels.md/0 | {
"file_path": "transformers/examples/research_projects/seq2seq-distillation/precomputed_pseudo_labels.md",
"repo_id": "transformers",
"token_count": 1861
} | 336 |
# VisualBERT Demo
This demo shows usage of VisualBERT VQA model and is adapted from LXMERT demo present [here](https://github.com/huggingface/transformers/blob/main/examples/research_projects/lxmert/demo.ipynb).
1. make a virtualenv: ``virtualenv venv`` and activate ``source venv/bin/activate``
2. install reqs: ``pip ... | transformers/examples/research_projects/visual_bert/README.md/0 | {
"file_path": "transformers/examples/research_projects/visual_bert/README.md",
"repo_id": "transformers",
"token_count": 127
} | 337 |
# Parts of the code are adapted from the snippets provided in the TorchAudio Wav2Vec forced alignment tutorial.
# The full tutorial can be found here: https://pytorch.org/audio/stable/tutorials/forced_alignment_tutorial.html
import argparse
import os
from dataclasses import dataclass
import torch
import torchaudio
fr... | transformers/examples/research_projects/wav2vec2/alignment.py/0 | {
"file_path": "transformers/examples/research_projects/wav2vec2/alignment.py",
"repo_id": "transformers",
"token_count": 4170
} | 338 |
<!---
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/examples/research_projects/xtreme-s/README.md/0 | {
"file_path": "transformers/examples/research_projects/xtreme-s/README.md",
"repo_id": "transformers",
"token_count": 3399
} | 339 |
#!/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/tensorflow/question-answering/run_qa.py/0 | {
"file_path": "transformers/examples/tensorflow/question-answering/run_qa.py",
"repo_id": "transformers",
"token_count": 15732
} | 340 |
# 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/hubconf.py/0 | {
"file_path": "transformers/hubconf.py",
"repo_id": "transformers",
"token_count": 3244
} | 341 |
#!/usr/bin/env python
# coding=utf-8
# Copyright 2024 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/L... | transformers/src/transformers/agents/llm_engine.py/0 | {
"file_path": "transformers/src/transformers/agents/llm_engine.py",
"repo_id": "transformers",
"token_count": 1900
} | 342 |
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