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[package] name = "candle-wasm-example-whisper" version.workspace = true edition.workspace = true description.workspace = true repository.workspace = true keywords.workspace = true categories.workspace = true license.workspace = true [dependencies] candle = { workspace = true } candle-nn = { workspace = true } candle-t...	candle/candle-wasm-examples/whisper/Cargo.toml/0	{ "file_path": "candle/candle-wasm-examples/whisper/Cargo.toml", "repo_id": "candle", "token_count": 428 }	46
## Running Yolo Examples Here, we provide two examples of how to run YOLOv8 using a Candle-compiled WASM binary and runtimes. ### Pure Rust UI To build and test the UI made in Rust you will need [Trunk](https://trunkrs.dev/#install) From the `candle-wasm-examples/yolo` directory run: Download assets: ```bash wget ...	candle/candle-wasm-examples/yolo/README.md/0	{ "file_path": "candle/candle-wasm-examples/yolo/README.md", "repo_id": "candle", "token_count": 412 }	47
use candle::{ quantized::{self, k_quants, GgmlDType, GgmlType}, test_utils::to_vec2_round, Device, Module, Result, Tensor, }; use wasm_bindgen_test::*; wasm_bindgen_test_configure!(run_in_browser); #[wasm_bindgen_test] fn quantized_matmul_neg() -> Result<()> { let cpu = &Device::Cpu; let (m, k, n)...	candle/candle-wasm-tests/tests/quantized_tests.rs/0	{ "file_path": "candle/candle-wasm-tests/tests/quantized_tests.rs", "repo_id": "candle", "token_count": 3145 }	48
# Prompt templates These are the templates used to format the conversation history for different models used in HuggingChat. Set them in your `.env.local` [like so](https://github.com/huggingface/chat-ui#chatprompttemplate). ## Llama 2 ```env <s>[INST] <<SYS>>\n{{preprompt}}\n<</SYS>>\n\n{{#each messages}}{{#ifUser}...	chat-ui/PROMPTS.md/0	{ "file_path": "chat-ui/PROMPTS.md", "repo_id": "chat-ui", "token_count": 1133 }	49
<script lang="ts"> export let title = ""; export let classNames = ""; </script> <div class="flex items-center rounded-xl bg-gray-100 p-1 text-sm dark:bg-gray-800 {classNames}"> <span class="mr-2 inline-flex items-center rounded-lg bg-gradient-to-br from-primary-300 px-2 py-1 text-xxs font-medium uppercase leading...	chat-ui/src/lib/components/AnnouncementBanner.svelte/0	{ "file_path": "chat-ui/src/lib/components/AnnouncementBanner.svelte", "repo_id": "chat-ui", "token_count": 184 }	50
<script lang="ts"> import { onMount, onDestroy } from "svelte"; let el: HTMLElement; onMount(() => { el.ownerDocument.body.appendChild(el); }); onDestroy(() => { if (el?.parentNode) { el.parentNode.removeChild(el); } }); </script> <div bind:this={el} class="contents" hidden> <slot /> </div>	chat-ui/src/lib/components/Portal.svelte/0	{ "file_path": "chat-ui/src/lib/components/Portal.svelte", "repo_id": "chat-ui", "token_count": 130 }	51
<script lang="ts"> export let classNames = ""; </script> <svg width="1em" height="1em" viewBox="0 0 15 6" class={classNames} fill="none" xmlns="http://www.w3.org/2000/svg" > <path d="M1.67236 1L7.67236 7L13.6724 1" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" ...	chat-ui/src/lib/components/icons/IconChevron.svelte/0	{ "file_path": "chat-ui/src/lib/components/icons/IconChevron.svelte", "repo_id": "chat-ui", "token_count": 156 }	52
import { MONGODB_URL, MONGODB_DB_NAME, MONGODB_DIRECT_CONNECTION } from "$env/static/private"; import { GridFSBucket, MongoClient } from "mongodb"; import type { Conversation } from "$lib/types/Conversation"; import type { SharedConversation } from "$lib/types/SharedConversation"; import type { AbortedGeneration } from...	chat-ui/src/lib/server/database.ts/0	{ "file_path": "chat-ui/src/lib/server/database.ts", "repo_id": "chat-ui", "token_count": 1994 }	53
import type { Conversation } from "$lib/types/Conversation"; import { sha256 } from "$lib/utils/sha256"; import { collections } from "../database"; export async function uploadFile(file: Blob, conv: Conversation): Promise<string> { const sha = await sha256(await file.text()); const upload = collections.bucket.openU...	chat-ui/src/lib/server/files/uploadFile.ts/0	{ "file_path": "chat-ui/src/lib/server/files/uploadFile.ts", "repo_id": "chat-ui", "token_count": 244 }	54
import type { Message } from "$lib/types/Message"; import { getContext, setContext } from "svelte"; import { writable, type Writable } from "svelte/store"; // used to store the id of the message that is the currently displayed leaf of the conversation tree // (that is the last message in the current branch of the conv...	chat-ui/src/lib/stores/convTree.ts/0	{ "file_path": "chat-ui/src/lib/stores/convTree.ts", "repo_id": "chat-ui", "token_count": 216 }	55
import type { ObjectId } from "mongodb"; export interface MigrationResult { _id: ObjectId; name: string; status: "success" \| "failure" \| "ongoing"; }	chat-ui/src/lib/types/MigrationResult.ts/0	{ "file_path": "chat-ui/src/lib/types/MigrationResult.ts", "repo_id": "chat-ui", "token_count": 53 }	56
/** * A debounce function that works in both browser and Nodejs. * For pure Nodejs work, prefer the `Debouncer` class. */ export function debounce<T extends unknown[]>( callback: (...rest: T) => unknown, limit: number ): (...rest: T) => void { let timer: ReturnType<typeof setTimeout>; return function (...rest) ...	chat-ui/src/lib/utils/debounce.ts/0	{ "file_path": "chat-ui/src/lib/utils/debounce.ts", "repo_id": "chat-ui", "token_count": 138 }	57
// https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Statements/for-await...of#iterating_over_async_generators export async function* streamToAsyncIterable( stream: ReadableStream<Uint8Array> ): AsyncIterableIterator<Uint8Array> { const reader = stream.getReader(); try { while (true) { const { d...	chat-ui/src/lib/utils/streamToAsyncIterable.ts/0	{ "file_path": "chat-ui/src/lib/utils/streamToAsyncIterable.ts", "repo_id": "chat-ui", "token_count": 161 }	58
import type { LayoutServerLoad } from "./$types"; import { collections } from "$lib/server/database"; import type { Conversation } from "$lib/types/Conversation"; import { UrlDependency } from "$lib/types/UrlDependency"; import { defaultModel, models, oldModels, validateModel } from "$lib/server/models"; import { authC...	chat-ui/src/routes/+layout.server.ts/0	{ "file_path": "chat-ui/src/routes/+layout.server.ts", "repo_id": "chat-ui", "token_count": 2362 }	59
import { collections } from "$lib/server/database"; import { ObjectId } from "mongodb"; import { error } from "@sveltejs/kit"; import { authCondition } from "$lib/server/auth"; import { UrlDependency } from "$lib/types/UrlDependency"; import { convertLegacyConversation } from "$lib/utils/tree/convertLegacyConversation....	chat-ui/src/routes/conversation/[id]/+page.server.ts/0	{ "file_path": "chat-ui/src/routes/conversation/[id]/+page.server.ts", "repo_id": "chat-ui", "token_count": 678 }	60
<script lang="ts"> import { page } from "$app/stores"; import { base } from "$app/paths"; import { goto } from "$app/navigation"; import { onMount } from "svelte"; import { PUBLIC_APP_NAME, PUBLIC_ORIGIN } from "$env/static/public"; import ChatWindow from "$lib/components/chat/ChatWindow.svelte"; import { findCu...	chat-ui/src/routes/models/[...model]/+page.svelte/0	{ "file_path": "chat-ui/src/routes/models/[...model]/+page.svelte", "repo_id": "chat-ui", "token_count": 1066 }	61
<script lang="ts"> import type { PageData, ActionData } from "./$types"; import { page } from "$app/stores"; import AssistantSettings from "$lib/components/AssistantSettings.svelte"; export let data: PageData; export let form: ActionData; $: assistant = data.assistants.find((el) => el._id.toString() === $page.p...	chat-ui/src/routes/settings/(nav)/assistants/[assistantId]/edit/+page@settings.svelte/0	{ "file_path": "chat-ui/src/routes/settings/(nav)/assistants/[assistantId]/edit/+page@settings.svelte", "repo_id": "chat-ui", "token_count": 130 }	62
# Security Policy ## Supported Versions <!-- Use this section to tell people about which versions of your project are currently being supported with security updates. \| Version \| Supported \| \| ------- \| ------------------ \| \| 5.1.x \| :white_check_mark: \| \| 5.0.x \| :x: \| \| 4.0.x \| :white_...	datasets/SECURITY.md/0	{ "file_path": "datasets/SECURITY.md", "repo_id": "datasets", "token_count": 306 }	63
# docstyle-ignore INSTALL_CONTENT = """ # Datasets installation ! pip install datasets transformers # To install from source instead of the last release, comment the command above and uncomment the following one. # ! pip install git+https://github.com/huggingface/datasets.git """ notebook_first_cells = [{"type": "code...	datasets/docs/source/_config.py/0	{ "file_path": "datasets/docs/source/_config.py", "repo_id": "datasets", "token_count": 118 }	64
# Create a dataset Sometimes, you may need to create a dataset if you're working with your own data. Creating a dataset with 🤗 Datasets confers all the advantages of the library to your dataset: fast loading and processing, [stream enormous datasets](stream), [memory-mapping](https://huggingface.co/course/chapter5/4?...	datasets/docs/source/create_dataset.mdx/0	{ "file_path": "datasets/docs/source/create_dataset.mdx", "repo_id": "datasets", "token_count": 2167 }	65
# Load a dataset from the Hub Finding high-quality datasets that are reproducible and accessible can be difficult. One of 🤗 Datasets main goals is to provide a simple way to load a dataset of any format or type. The easiest way to get started is to discover an existing dataset on the [Hugging Face Hub](https://huggin...	datasets/docs/source/load_hub.mdx/0	{ "file_path": "datasets/docs/source/load_hub.mdx", "repo_id": "datasets", "token_count": 1685 }	66
# Share a dataset using the CLI At Hugging Face, we are on a mission to democratize good Machine Learning and we believe in the value of open source. That's why we designed 🤗 Datasets so that anyone can share a dataset with the greater ML community. There are currently thousands of datasets in over 100 languages in t...	datasets/docs/source/share.mdx/0	{ "file_path": "datasets/docs/source/share.mdx", "repo_id": "datasets", "token_count": 2930 }	67
# Metric Card for BLEU ## Metric Description BLEU (Bilingual Evaluation Understudy) is an algorithm for evaluating the quality of text which has been machine-translated from one natural language to another. Quality is considered to be the correspondence between a machine's output and that of a human: "the closer a ma...	datasets/metrics/bleu/README.md/0	{ "file_path": "datasets/metrics/bleu/README.md", "repo_id": "datasets", "token_count": 1990 }	68
# Copyright 2020 The HuggingFace Datasets 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 applicable law or ...	datasets/metrics/coval/coval.py/0	{ "file_path": "datasets/metrics/coval/coval.py", "repo_id": "datasets", "token_count": 5731 }	69
# Metric Card for MAE ## Metric Description Mean Absolute Error (MAE) is the mean of the magnitude of difference between the predicted and actual numeric values: ![image](https://user-images.githubusercontent.com/14205986/165824243-e1078dfd-489d-456c-a0da-cbaa28726220.png) ## How to Use At minimum, this metric re...	datasets/metrics/mae/README.md/0	{ "file_path": "datasets/metrics/mae/README.md", "repo_id": "datasets", "token_count": 1421 }	70
# Metric Card for Perplexity ## Metric Description Given a model and an input text sequence, perplexity measures how likely the model is to generate the input text sequence. This can be used in two main ways: 1. to evaluate how well the model has learned the distribution of the text it was trained on - In this cas...	datasets/metrics/perplexity/README.md/0	{ "file_path": "datasets/metrics/perplexity/README.md", "repo_id": "datasets", "token_count": 1345 }	71
# Metric Card for Spearman Correlation Coefficient Metric (spearmanr) ## Metric Description The Spearman rank-order correlation coefficient is a measure of the relationship between two datasets. Like other correlation coefficients, this one varies between -1 and +1 with 0 implying no correlation. Positive correlation...	datasets/metrics/spearmanr/README.md/0	{ "file_path": "datasets/metrics/spearmanr/README.md", "repo_id": "datasets", "token_count": 1585 }	72
# Copyright 2020 The HuggingFace Datasets Authors and the current dataset script contributor. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not 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....	datasets/metrics/wiki_split/wiki_split.py/0	{ "file_path": "datasets/metrics/wiki_split/wiki_split.py", "repo_id": "datasets", "token_count": 5827 }	73
import os import re import shutil from argparse import ArgumentParser, Namespace from datasets.commands import BaseDatasetsCLICommand from datasets.utils.logging import get_logger HIGHLIGHT_MESSAGE_PRE = """<<<<<<< This should probably be modified because it mentions: """ HIGHLIGHT_MESSAGE_POST = """======= >>>>>>>...	datasets/src/datasets/commands/convert.py/0	{ "file_path": "datasets/src/datasets/commands/convert.py", "repo_id": "datasets", "token_count": 3822 }	74
# ruff: noqa __all__ = [ "Audio", "Array2D", "Array3D", "Array4D", "Array5D", "ClassLabel", "Features", "Sequence", "Value", "Image", "Translation", "TranslationVariableLanguages", ] from .audio import Audio from .features import Array2D, Array3D, Array4D, Array5D, Class...	datasets/src/datasets/features/__init__.py/0	{ "file_path": "datasets/src/datasets/features/__init__.py", "repo_id": "datasets", "token_count": 165 }	75
# Copyright 2020 The HuggingFace Datasets Authors and the TensorFlow Datasets 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 # # U...	datasets/src/datasets/info.py/0	{ "file_path": "datasets/src/datasets/info.py", "repo_id": "datasets", "token_count": 11406 }	76
import inspect import re from typing import Dict, List, Tuple from huggingface_hub.utils import insecure_hashlib from .arrow import arrow from .audiofolder import audiofolder from .cache import cache # noqa F401 from .csv import csv from .imagefolder import imagefolder from .json import json from .pandas import pand...	datasets/src/datasets/packaged_modules/__init__.py/0	{ "file_path": "datasets/src/datasets/packaged_modules/__init__.py", "repo_id": "datasets", "token_count": 1108 }	77
import io import itertools import json from dataclasses import dataclass from typing import Optional import pyarrow as pa import pyarrow.json as paj import datasets from datasets.table import table_cast from datasets.utils.file_utils import readline logger = datasets.utils.logging.get_logger(__name__) @dataclass ...	datasets/src/datasets/packaged_modules/json/json.py/0	{ "file_path": "datasets/src/datasets/packaged_modules/json/json.py", "repo_id": "datasets", "token_count": 5320 }	78
import importlib.util import os import tempfile from pathlib import PurePath from typing import TYPE_CHECKING, Dict, List, NamedTuple, Optional, Union import fsspec import numpy as np from .utils import logging from .utils import tqdm as hf_tqdm if TYPE_CHECKING: from .arrow_dataset import Dataset # noqa: F401...	datasets/src/datasets/search.py/0	{ "file_path": "datasets/src/datasets/search.py", "repo_id": "datasets", "token_count": 15237 }	79
#!/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/LI...	datasets/src/datasets/utils/_filelock.py/0	{ "file_path": "datasets/src/datasets/utils/_filelock.py", "repo_id": "datasets", "token_count": 903 }	80
# Copyright 2020 The HuggingFace Datasets Authors and the current dataset script contributor. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not 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....	datasets/templates/new_dataset_script.py/0	{ "file_path": "datasets/templates/new_dataset_script.py", "repo_id": "datasets", "token_count": 3156 }	81
import contextlib import os import sqlite3 import pytest from datasets import Dataset, Features, Value from datasets.io.sql import SqlDatasetReader, SqlDatasetWriter from ..utils import assert_arrow_memory_doesnt_increase, assert_arrow_memory_increases, require_sqlalchemy def _check_sql_dataset(dataset, expected_f...	datasets/tests/io/test_sql.py/0	{ "file_path": "datasets/tests/io/test_sql.py", "repo_id": "datasets", "token_count": 1628 }	82
import importlib import os import tempfile import types from contextlib import nullcontext as does_not_raise from multiprocessing import Process from pathlib import Path from unittest import TestCase from unittest.mock import patch import numpy as np import pyarrow as pa import pyarrow.parquet as pq import pytest from...	datasets/tests/test_builder.py/0	{ "file_path": "datasets/tests/test_builder.py", "repo_id": "datasets", "token_count": 26111 }	83
import pytest import datasets.config from datasets.utils.info_utils import is_small_dataset @pytest.mark.parametrize("dataset_size", [None, 400 * 2*20, 600 2*20]) @pytest.mark.parametrize("input_in_memory_max_size", ["default", 0, 100 2*20, 900 2**20]) def test_is_small_dataset(dataset_size, input_in_memory...	datasets/tests/test_info_utils.py/0	{ "file_path": "datasets/tests/test_info_utils.py", "repo_id": "datasets", "token_count": 366 }	84
import copy import pickle from typing import List, Union import numpy as np import pyarrow as pa import pytest from datasets import Sequence, Value from datasets.features.features import Array2D, Array2DExtensionType, ClassLabel, Features, Image, get_nested_type from datasets.table import ( ConcatenationTable, ...	datasets/tests/test_table.py/0	{ "file_path": "datasets/tests/test_table.py", "repo_id": "datasets", "token_count": 21863 }	85