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<!--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/torchscript.md/0
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""" Hybrid Vision Transformer (ViT) in PyTorch A PyTorch implement of the Hybrid Vision Transformers as described in: 'An Image Is Worth 16 x 16 Words: Transformers for Image Recognition at Scale' - https://arxiv.org/abs/2010.11929 `How to train your ViT? Data, Augmentation, and Regularization in Vision Transfor...
pytorch-image-models/timm/models/vision_transformer_hybrid.py/0
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--- sidebar_position: 0 --- # Document loaders :::info Head to [Integrations](/docs/integrations/document_loaders) for documentation on built-in integrations with document loader providers. ::: Use document loaders to load data from a source as `Document`'s. A `Document` is a piece of text and associated metadata. F...
langchainjs/docs/core_docs/docs/modules/data_connection/document_loaders/index.mdx/0
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from __future__ import annotations from typing import Dict, List, Optional, Type from langchain_core.pydantic_v1 import root_validator from langchain_community.agent_toolkits.base import BaseToolkit from langchain_community.tools import BaseTool from langchain_community.tools.file_management.copy import CopyFileTool...
langchain/libs/community/langchain_community/agent_toolkits/file_management/toolkit.py/0
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# 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/tests/models/llama/test_modeling_flax_llama.py/0
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from typing import Any, List, Optional, Type, Union from langchain_core.language_models import BaseLanguageModel from langchain_core.messages import HumanMessage, SystemMessage from langchain_core.output_parsers import BaseLLMOutputParser from langchain_core.prompts import PromptTemplate from langchain_core.prompts.ch...
langchain/libs/langchain/langchain/chains/openai_functions/qa_with_structure.py/0
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<jupyter_start><jupyter_text>Comparing Chain Outputs[](https://colab.research.google.com/github/langchain-ai/langchain/blob/master/docs/docs/guides/evaluation/examples/comparisons.ipynb)Suppose you have two different prompts (or LLMs). How do you know which will generate "better" results?One automated way to predict th...
langchain/docs/docs/guides/evaluation/examples/comparisons.ipynb/0
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import logging from datetime import datetime as dt from typing import Dict, Optional, Type from langchain_core.callbacks import CallbackManagerForToolRun from langchain_core.pydantic_v1 import BaseModel, Field from langchain_community.tools.amadeus.base import AmadeusBaseTool logger = logging.getLogger(__name__) c...
langchain/libs/community/langchain_community/tools/amadeus/flight_search.py/0
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{ "details": { "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 17, "prefill": [ { "id": 1276, "logprob": null, "text": "What" }, { "id": 310, "logprob": -1.5117188, "text": " is" }, { "id": ...
text-generation-inference/integration-tests/models/__snapshots__/test_mpt/test_mpt.json/0
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import { test } from "@jest/globals"; import { StructuredQueryOutputParser } from "../index.js"; import { Comparators, Comparison, Operation, Operators, StructuredQuery, } from "../ir.js"; const correctQuery = new StructuredQuery( "teenager love", new Operation(Operators.and, [ new Operation(Operator...
langchainjs/langchain/src/chains/query_constructor/tests/query_parser.test.ts/0
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SPECULATE = None def get_speculate() -> int: global SPECULATE return SPECULATE def set_speculate(speculate: int): global SPECULATE SPECULATE = speculate
text-generation-inference/server/text_generation_server/utils/speculate.py/0
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from typing import Optional import pyspark from .. import Features, NamedSplit from ..download import DownloadMode from ..packaged_modules.spark.spark import Spark from .abc import AbstractDatasetReader class SparkDatasetReader(AbstractDatasetReader): """A dataset reader that reads from a Spark DataFrame. ...
datasets/src/datasets/io/spark.py/0
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# Metric Card for CUAD ## Metric description This metric wraps the official scoring script for version 1 of the [Contract Understanding Atticus Dataset (CUAD)](https://huggingface.co/datasets/cuad), which is a corpus of more than 13,000 labels in 510 commercial legal contracts that have been manually labeled to ident...
datasets/metrics/cuad/README.md/0
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"""Test Epsilla indexes.""" from typing import List import pytest try: from pyepsilla import vectordb except ImportError: vectordb = None # type: ignore from llama_index.legacy.schema import NodeRelationship, RelatedNodeInfo, TextNode from llama_index.legacy.vector_stores import EpsillaVectorStore from lla...
llama_index/llama-index-legacy/tests/vector_stores/test_epsilla.py/0
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## 🔗 SummaryIndex ### Index Construction SummaryIndex is a simple list-based data structure. During index construction, SummaryIndex takes in a dataset of text documents as input, chunks them up into smaller document chunks, and concatenates them into a list. GPT is not called at all during index construction. ### ...
llama_index/llama-index-legacy/llama_index/legacy/indices/list/README.md/0
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# (Gluon) ResNet **Residual Networks**, or **ResNets**, learn residual functions with reference to the layer inputs, instead of learning unreferenced functions. Instead of hoping each few stacked layers directly fit a desired underlying mapping, residual nets let these layers fit a residual mapping. They stack [residu...
pytorch-image-models/docs/models/.templates/models/gloun-resnet.md/0
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// create a cloudclient class that takes in an api key and an optional database // this should wrap ChromaClient and specify the auth scheme correctly import { ChromaClient } from "./ChromaClient"; interface CloudClientParams { apiKey?: string; database?: string; cloudHost?: string; cloudPort?: strin...
chroma/clients/js/src/CloudClient.ts/0
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import unittest import pytest from langchain_community.document_loaders.parsers.language.javascript import ( JavaScriptSegmenter, ) @pytest.mark.requires("esprima") class TestJavaScriptSegmenter(unittest.TestCase): def setUp(self) -> None: self.example_code = """const os = require('os'); function h...
langchain/libs/community/tests/unit_tests/document_loaders/parsers/language/test_javascript.py/0
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// Licensed to the LF AI & Data foundation under one // or more contributor license agreements. See the NOTICE file // distributed with this work for additional information // regarding copyright ownership. The ASF licenses this file // to you under the Apache License, Version 2.0 (the // "License"); you may not use th...
milvus/internal/querycoordv2/meta/collection_manager.go/0
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"""A unit test meant to catch accidental introduction of non-optional dependencies.""" from pathlib import Path from typing import Any, Dict, Mapping import pytest import toml HERE = Path(__file__).parent PYPROJECT_TOML = HERE / "../../pyproject.toml" @pytest.fixture() def poetry_conf() -> Dict[str, Any]: """L...
langchain/libs/community/tests/unit_tests/test_dependencies.py/0
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"""Product extraction pack.""" import asyncio from typing import Any, Dict from llama_index.core import SimpleDirectoryReader from llama_index.core.llama_pack.base import BaseLlamaPack from llama_index.core.output_parsers import PydanticOutputParser from llama_index.core.program.multi_modal_llm_program import ( Mu...
llama_index/llama-index-packs/llama-index-packs-amazon-product-extraction/llama_index/packs/amazon_product_extraction/base.py/0
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#!/bin/bash export CUDA_VISIBLE_DEVICES=0 PATH_TO_DATA=/h/xinji/projects/GLUE MODEL_TYPE=bert # bert or roberta MODEL_SIZE=base # base or large DATASET=MRPC # SST-2, MRPC, RTE, QNLI, QQP, or MNLI MODEL_NAME=${MODEL_TYPE}-${MODEL_SIZE} if [ $MODEL_TYPE = 'bert' ] then MODEL_NAME=${MODEL_NAME}-uncased fi ENTROPI...
transformers/examples/research_projects/deebert/entropy_eval.sh/0
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import copy import inspect from dataclasses import dataclass from typing import Any, Callable, Dict, List, Optional, Tuple, Union import numpy as np import PIL import torch import torch.nn.functional as F from torch.nn.functional import grid_sample from transformers import ( CLIPImageProcessor, CLIPTextModel, ...
diffusers/src/diffusers/pipelines/text_to_video_synthesis/pipeline_text_to_video_zero_sdxl.py/0
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import CodeBlock from "@theme/CodeBlock"; # BabyAGI :::info Original Repo: https://github.com/yoheinakajima/babyagi ::: BabyAGI is made up of 3 components: - A chain responsible for creating tasks - A chain responsible for prioritising tasks - A chain responsible for executing tasks These chains are executed in se...
langchainjs/docs/core_docs/docs/use_cases/autonomous_agents/baby_agi.mdx/0
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import os from datetime import datetime from tempfile import TemporaryDirectory import pytest from langchain_core.documents import Document from langchain_community.retrievers.tfidf import TFIDFRetriever @pytest.mark.requires("sklearn") def test_from_texts() -> None: input_texts = ["I have a pen.", "Do you have...
langchain/libs/community/tests/unit_tests/retrievers/test_tfidf.py/0
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from __future__ import annotations import uuid from typing import Any, Dict, List, Optional, Sequence from uuid import UUID from langchain.callbacks.base import AsyncCallbackHandler from langchain.callbacks.manager import ( BaseRunManager, ahandle_event, handle_event, ) from langchain.schema import AgentA...
langserve/langserve/callbacks.py/0
{ "file_path": "langserve/langserve/callbacks.py", "repo_id": "langserve", "token_count": 7378 }
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import os from typing import Any, Dict, Optional, Union from urllib.parse import urlsplit from timm.layers import set_layer_config from ._helpers import load_checkpoint from ._hub import load_model_config_from_hf from ._pretrained import PretrainedCfg from ._registry import is_model, model_entrypoint, split_model_name...
pytorch-image-models/timm/models/_factory.py/0
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metrics: serviceMonitor: enabled: true proxy: nodeSelector: nvidia.com/gpu.present: 'true' resources: requests: cpu: "0.1" memory: "256Mi" rootCoordinator: nodeSelector: nvidia.com/gpu.present: 'true' resources: requests: cpu: "0.1" memory: "256Mi" queryCoordinato...
milvus/tests/scripts/values/ci/pr-gpu.yaml/0
{ "file_path": "milvus/tests/scripts/values/ci/pr-gpu.yaml", "repo_id": "milvus", "token_count": 2231 }
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{ "details": { "best_of_sequences": null, "finish_reason": "length", "generated_tokens": 10, "prefill": [ { "id": 1, "logprob": null, "text": "<s>" }, { "id": 806, "logprob": -11.890625, "text": "Wh" }, { "id": 1446,...
text-generation-inference/integration-tests/models/__snapshots__/test_grammar_llama/test_flash_llama_grammar_regex.json/0
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import os import sys import warnings from dataclasses import dataclass, field from io import BytesIO from typing import TYPE_CHECKING, Any, ClassVar, Dict, List, Optional, Union import numpy as np import pyarrow as pa from .. import config from ..download.download_config import DownloadConfig from ..download.streamin...
datasets/src/datasets/features/image.py/0
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# 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/token-classification/utils_ner.py/0
{ "file_path": "transformers/examples/legacy/token-classification/utils_ner.py", "repo_id": "transformers", "token_count": 7657 }
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poetry_requirements( name="poetry", ) python_requirements( name="reqs", )
llama_index/llama-index-packs/llama-index-packs-gradio-agent-chat/BUILD/0
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[build-system] build-backend = "poetry.core.masonry.api" requires = ["poetry-core"] [tool.codespell] check-filenames = true check-hidden = true skip = "*.csv,*.html,*.json,*.jsonl,*.pdf,*.txt,*.ipynb" [tool.llamahub] classes = ["AnswerConsistencyBinaryEvaluator", "AnswerConsistencyEvaluator", "AnswerSimilarityEvaluat...
llama_index/llama-index-integrations/evaluation/llama-index-evaluation-tonic-validate/pyproject.toml/0
{ "file_path": "llama_index/llama-index-integrations/evaluation/llama-index-evaluation-tonic-validate/pyproject.toml", "repo_id": "llama_index", "token_count": 719 }
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<!--Copyright 2020 The HuggingFace Team. All rights reserved. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed...
transformers/docs/source/en/main_classes/data_collator.md/0
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// Copyright (C) 2019-2020 Zilliz. 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 l...
milvus/internal/core/unittest/test_concurrent_vector.cpp/0
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/** @ignore We don't need API refs for these */ export declare type PackageJSONDependencyTypes = | "dependencies" | "devDependencies" | "peerDependencies" | "optionalDependencies"; /** @ignore We don't need API refs for these */ export interface PackageJSONAddress { email?: string; url?: string; } /** @ig...
langchainjs/libs/langchain-scripts/src/types.ts/0
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# flake8: noqa from langchain.output_parsers.regex import RegexParser from langchain_core.prompts import PromptTemplate output_parser = RegexParser( regex=r"(.*?)\nScore: (\d*)", output_keys=["answer", "score"], ) prompt_template = """Use the following pieces of context to answer the question at the end. If y...
langchain/libs/langchain/langchain/chains/question_answering/map_rerank_prompt.py/0
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from langchain_community.document_transformers.doctran_text_qa import ( DoctranQATransformer, ) __all__ = ["DoctranQATransformer"]
langchain/libs/langchain/langchain/document_transformers/doctran_text_qa.py/0
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apiVersion: chaos-mesh.org/v1alpha1 kind: Workflow metadata: name: test-allcluster-pod-kill namespace: chaos-testing spec: entry: entry templates: - name: entry templateType: Serial deadline: 5m children: - test-all-pods-kill - name: test-first-part-pod-kill templateType:...
milvus/tests/python_client/chaos/chaos_objects/pod_kill/chaos_allcluster_pod_kill.yaml/0
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import { QdrantVectorStore } from "@langchain/community/vectorstores/qdrant"; import { OpenAIEmbeddings } from "@langchain/openai"; import { TextLoader } from "langchain/document_loaders/fs/text"; // Create docs with a loader const loader = new TextLoader("src/document_loaders/example_data/example.txt"); const docs = ...
langchainjs/examples/src/indexes/vector_stores/qdrant/fromDocs.ts/0
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from langchain_core.language_models.llms import BaseLLM from langchain_community import llms EXPECT_ALL = [ "AI21", "AlephAlpha", "AmazonAPIGateway", "Anthropic", "Anyscale", "Aphrodite", "Arcee", "Aviary", "AzureMLOnlineEndpoint", "AzureOpenAI", "Banana", "Baseten", ...
langchain/libs/community/tests/unit_tests/llms/test_imports.py/0
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/* eslint-disable no-process-env */ import { OpenAI } from "@langchain/openai"; import { ChainValues } from "@langchain/core/utils/types"; import { Neo4jGraph } from "@langchain/community/graphs/neo4j_graph"; import { GraphCypherQAChain, INTERMEDIATE_STEPS_KEY } from "../cypher.js"; describe.skip("testCypherGeneratin...
langchainjs/langchain/src/chains/graph_qa/tests/cypher.int.test.ts/0
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"""RegNet X, Y, Z, and more Paper: `Designing Network Design Spaces` - https://arxiv.org/abs/2003.13678 Original Impl: https://github.com/facebookresearch/pycls/blob/master/pycls/models/regnet.py Paper: `Fast and Accurate Model Scaling` - https://arxiv.org/abs/2103.06877 Original Impl: None Based on original PyTorch...
pytorch-image-models/timm/models/regnet.py/0
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{ "compilerOptions": { "jsx": "react", "moduleResolution": "node", "esModuleInterop": true, "lib": ["es2015", "dom"] } }
langserve/libs/langserve-playground/tsconfig.json/0
{ "file_path": "langserve/libs/langserve-playground/tsconfig.json", "repo_id": "langserve", "token_count": 64 }
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python_sources()
llama_index/llama-index-integrations/vector_stores/llama-index-vector-stores-lancedb/llama_index/vector_stores/lancedb/BUILD/0
{ "file_path": "llama_index/llama-index-integrations/vector_stores/llama-index-vector-stores-lancedb/llama_index/vector_stores/lancedb/BUILD", "repo_id": "llama_index", "token_count": 6 }
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"""Tair Vector store index. An index that is built on top of Alibaba Cloud's Tair database. """ import logging from typing import Any, Dict, List, Optional from llama_index.core.schema import ( BaseNode, MetadataMode, NodeRelationship, RelatedNodeInfo, TextNode, ) from llama_index.core.vector_stor...
llama_index/llama-index-integrations/vector_stores/llama-index-vector-stores-tair/llama_index/vector_stores/tair/base.py/0
{ "file_path": "llama_index/llama-index-integrations/vector_stores/llama-index-vector-stores-tair/llama_index/vector_stores/tair/base.py", "repo_id": "llama_index", "token_count": 4059 }
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#!/bin/bash set -e set -x echo "check os env" platform='Linux' unamestr=$(uname) if [[ "$unamestr" == 'Linux' ]]; then platform='Linux' elif [[ "$unamestr" == 'Darwin' ]]; then platform='Mac' fi echo "platform: $platform" if [ "$platform" == "Mac" ]; then sed -i "" "s/TESTS_CONFIG_LOCATION =.*/TESTS_CONFIG...
milvus/tests/python_client/chaos/scripts/modify_config.sh/0
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"""Init params."""
llama_index/llama-index-legacy/llama_index/legacy/finetuning/rerankers/__init__.py/0
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export const config = { entrypoints: "should be an object, not a string", tsConfigPath: 123, // should be a string cjsSource: null, // should be a string cjsDestination: true, // should be a string abs: "should be a function, not a string", requiresOptionalDependency: "should be an array, not a string", d...
langchainjs/libs/langchain-scripts/src/tests/langchain.invalid.config.js/0
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<jupyter_start><jupyter_text>Add message history (memory)The `RunnableWithMessageHistory` let us add message history to certain types of chains.Specifically, it can be used for any Runnable that takes as input one of* a sequence of `BaseMessage`* a dict with a key that takes a sequence of `BaseMessage`* a dict with a k...
langchain/docs/docs/expression_language/how_to/message_history.ipynb/0
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# 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...
diffusers/src/diffusers/pipelines/ddim/pipeline_ddim.py/0
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# coding=utf-8 # Copyright 2020 The HuggingFace Inc. team. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable...
transformers/utils/get_modified_files.py/0
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#!/usr/bin/env python # 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 # # Unles...
accelerate/src/accelerate/commands/tpu.py/0
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# coding=utf-8 # Copyright 2021 Tel AViv University, AllenAI and The HuggingFace Inc. team. All rights reserved. # 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 # # ...
transformers/src/transformers/models/splinter/tokenization_splinter.py/0
{ "file_path": "transformers/src/transformers/models/splinter/tokenization_splinter.py", "repo_id": "transformers", "token_count": 9785 }
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<script lang="ts"> import { base } from "$app/paths"; import { clickOutside } from "$lib/actions/clickOutside"; import { afterNavigate, goto } from "$app/navigation"; import { useSettingsStore } from "$lib/stores/settings"; import type { PageData } from "./$types"; import { applyAction, enhance } from "$app/form...
chat-ui/src/routes/assistant/[assistantId]/+page.svelte/0
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<!--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/add_tensorflow_model.md/0
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#!/usr/bin/env python # coding=utf-8 # Copyright 2021 The HuggingFace Team All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-...
transformers/examples/research_projects/jax-projects/model_parallel/run_clm_mp.py/0
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import { expect, test } from "@jest/globals"; import { CohereEmbeddings } from "@langchain/community/embeddings/cohere"; import { MemoryVectorStore } from "../../vectorstores/memory.js"; import { MultiQueryRetriever } from "../multi_query.js"; import { ChatAnthropic } from "../../chat_models/anthropic.js"; test("Shoul...
langchainjs/langchain/src/retrievers/tests/multi_query.int.test.ts/0
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import { BedrockRuntimeClient, InvokeModelCommand, } from "@aws-sdk/client-bedrock-runtime"; import { Embeddings, EmbeddingsParams } from "@langchain/core/embeddings"; import type { CredentialType } from "../utils/bedrock.js"; /** * Interface that extends EmbeddingsParams and defines additional * parameters spec...
langchainjs/libs/langchain-community/src/embeddings/bedrock.ts/0
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[tool.poetry] name = "neo4j-cypher-ft" version = "0.1.0" description = "Interact with a Neo4j graph database using natural language" authors = [ "Tomaz Bratanic <tomaz.bratanic@neo4j.com>", ] readme = "README.md" [tool.poetry.dependencies] python = ">=3.8.1,<4.0" langchain = "^0.1" neo4j = ">5.12" openai = "<2" [...
langchain/templates/neo4j-cypher-ft/pyproject.toml/0
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695
## Cogniswitch ToolSpec **Use CogniSwitch to build production ready applications that can consume, organize and retrieve knowledge flawlessly. Using the framework of your choice, in this case LlamaIndex, CogniSwitch helps alleviate the stress of decision making when it comes to, choosing the right storage and retrieva...
llama_index/llama-index-integrations/tools/llama-index-tools-cogniswitch/README.md/0
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"""Query pipeline.""" from typing import Any, Dict import pytest from llama_index.legacy.core.query_pipeline.components import ( FnComponent, InputComponent, ) from llama_index.legacy.core.query_pipeline.query_component import ( ChainableMixin, InputKeys, Link, OutputKeys, QueryComponent, ...
llama_index/llama-index-legacy/tests/query_pipeline/test_query.py/0
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"""Test ad-hoc loader Tool.""" from typing import List import pytest try: import langchain except ImportError: langchain = None # type: ignore from llama_index.core.bridge.pydantic import BaseModel from llama_index.core.indices.vector_store.base import VectorStoreIndex from llama_index.core.readers.string_...
llama_index/llama-index-core/tests/tools/test_ondemand_loader.py/0
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# Copyright 2023-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 or...
peft/src/peft/tuners/adaption_prompt/model.py/0
{ "file_path": "peft/src/peft/tuners/adaption_prompt/model.py", "repo_id": "peft", "token_count": 2813 }
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# coding=utf-8 # Copyright 2021 The Fairseq Authors and the HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/...
transformers/src/transformers/models/wav2vec2/modeling_wav2vec2.py/0
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#![allow(unused)] //! Vectorized version of the gym environment. use candle::{DType, Device, Result, Tensor}; use pyo3::prelude::*; use pyo3::types::PyDict; #[derive(Debug)] pub struct Step { pub obs: Tensor, pub reward: Tensor, pub is_done: Tensor, } pub struct VecGymEnv { env: PyObject, action_s...
candle/candle-examples/examples/reinforcement-learning/vec_gym_env.rs/0
{ "file_path": "candle/candle-examples/examples/reinforcement-learning/vec_gym_env.rs", "repo_id": "candle", "token_count": 1563 }
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[ { "server": "idc-sh004", "suite_params": [ { "suite": "011_cpu_search_debug.yaml", "image_type": "gpu" } ] } ]
milvus/tests/benchmark/milvus_benchmark/scheduler/idc.json/0
{ "file_path": "milvus/tests/benchmark/milvus_benchmark/scheduler/idc.json", "repo_id": "milvus", "token_count": 138 }
1,859
from llama_index.readers.lilac.base import LilacReader __all__ = ["LilacReader"]
llama_index/llama-index-integrations/readers/llama-index-readers-lilac/llama_index/readers/lilac/__init__.py/0
{ "file_path": "llama_index/llama-index-integrations/readers/llama-index-readers-lilac/llama_index/readers/lilac/__init__.py", "repo_id": "llama_index", "token_count": 31 }
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from typing import Any, Dict, List, Mapping, Optional, Tuple import requests from langchain_core.embeddings import Embeddings from langchain_core.pydantic_v1 import BaseModel, Extra, root_validator from langchain_core.utils import get_from_dict_or_env class MosaicMLInstructorEmbeddings(BaseModel, Embeddings): ""...
langchain/libs/community/langchain_community/embeddings/mosaicml.py/0
{ "file_path": "langchain/libs/community/langchain_community/embeddings/mosaicml.py", "repo_id": "langchain", "token_count": 2286 }
259
import logging from typing import Any, Dict, List, Mapping, Optional import requests from langchain_core.embeddings import Embeddings from langchain_core.pydantic_v1 import BaseModel, Extra logger = logging.getLogger(__name__) class OllamaEmbeddings(BaseModel, Embeddings): """Ollama locally runs large language ...
langchain/libs/community/langchain_community/embeddings/ollama.py/0
{ "file_path": "langchain/libs/community/langchain_community/embeddings/ollama.py", "repo_id": "langchain", "token_count": 3240 }
272
<!--- 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 ...
accelerate/CONTRIBUTING.md/0
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0
# __init__.py from llama_index.tools.database.base import ( DatabaseToolSpec, ) __all__ = ["DatabaseToolSpec"]
llama_index/llama-index-integrations/tools/llama-index-tools-database/llama_index/tools/database/__init__.py/0
{ "file_path": "llama_index/llama-index-integrations/tools/llama-index-tools-database/llama_index/tools/database/__init__.py", "repo_id": "llama_index", "token_count": 42 }
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// Licensed to the LF AI & Data foundation under one // or more contributor license agreements. See the NOTICE file // distributed with this work for additional information // regarding copyright ownership. The ASF licenses this file // to you under the Apache License, Version 2.0 (the // "License"); you may not use th...
milvus/internal/core/src/common/Schema.cpp/0
{ "file_path": "milvus/internal/core/src/common/Schema.cpp", "repo_id": "milvus", "token_count": 1560 }
1,641
# 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/src/transformers/models/donut/configuration_donut_swin.py/0
{ "file_path": "transformers/src/transformers/models/donut/configuration_donut_swin.py", "repo_id": "transformers", "token_count": 2322 }
625
from langchain_community.vectorstores.qdrant import ( Qdrant, QdrantException, ) __all__ = ["QdrantException", "Qdrant"]
langchain/libs/langchain/langchain/vectorstores/qdrant.py/0
{ "file_path": "langchain/libs/langchain/langchain/vectorstores/qdrant.py", "repo_id": "langchain", "token_count": 51 }
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/* Equivalent PyTorch code. import torch from torch.nn.functional import group_norm t = torch.tensor( [[[-0.3034, 0.2726, -0.9659], [-1.1845, -1.3236, 0.0172], [ 1.9507, 1.2554, -0.8625], [ 1.0682, 0.3604, 0.3985], [-0.4957, -0.4461, -0.9721], [ 1.5157, -0....
candle/candle-nn/tests/group_norm.rs/0
{ "file_path": "candle/candle-nn/tests/group_norm.rs", "repo_id": "candle", "token_count": 2154 }
64
from llama_index.legacy.node_parser.sentence_window import ( SentenceWindowNodeParser, ) from llama_index.legacy.schema import Document def test_split_and_window() -> None: document = Document(text="This is a test 1. This is a test 2. This is a test 3.") node_parser = SentenceWindowNodeParser.from_defaul...
llama_index/llama-index-legacy/tests/node_parser/sentence_window.py/0
{ "file_path": "llama_index/llama-index-legacy/tests/node_parser/sentence_window.py", "repo_id": "llama_index", "token_count": 289 }
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import { AgentExecutor } from "langchain/agents"; import { ChatOpenAI } from "@langchain/openai"; import { Calculator } from "langchain/tools/calculator"; import { OpenAIFunctionsAgentOutputParser } from "langchain/agents/openai/output_parser"; import { convertToOpenAIFunction } from "@langchain/core/utils/function_cal...
langchainjs/examples/src/agents/openai_runnable.ts/0
{ "file_path": "langchainjs/examples/src/agents/openai_runnable.ts", "repo_id": "langchainjs", "token_count": 1045 }
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from typing import List from langchain_core.pydantic_v1 import root_validator from langchain_core.tools import BaseTool from langchain_community.agent_toolkits.base import BaseToolkit from langchain_community.tools.connery import ConneryService class ConneryToolkit(BaseToolkit): """ A LangChain Toolkit with...
langchain/libs/community/langchain_community/agent_toolkits/connery/toolkit.py/0
{ "file_path": "langchain/libs/community/langchain_community/agent_toolkits/connery/toolkit.py", "repo_id": "langchain", "token_count": 561 }
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# Retrieval-Augmented Generation (RAG) Evaluation Pack Get benchmark scores on your own RAG pipeline (i.e. `QueryEngine`) on a RAG dataset (i.e., `LabelledRagDataset`). Specifically this pack takes in as input a query engine and a `LabelledRagDataset`, which can also be downloaded from [llama-hub](https://llamahub.ai)...
llama_index/llama-index-packs/llama-index-packs-rag-evaluator/README.md/0
{ "file_path": "llama_index/llama-index-packs/llama-index-packs-rag-evaluator/README.md", "repo_id": "llama_index", "token_count": 826 }
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python_tests()
llama_index/llama-index-integrations/embeddings/llama-index-embeddings-adapter/tests/BUILD/0
{ "file_path": "llama_index/llama-index-integrations/embeddings/llama-index-embeddings-adapter/tests/BUILD", "repo_id": "llama_index", "token_count": 5 }
1,173
from langchain_community.llms.baidu_qianfan_endpoint import QianfanLLMEndpoint __all__ = ["QianfanLLMEndpoint"]
langchain/libs/langchain/langchain/llms/baidu_qianfan_endpoint.py/0
{ "file_path": "langchain/libs/langchain/langchain/llms/baidu_qianfan_endpoint.py", "repo_id": "langchain", "token_count": 42 }
510
# coding=utf-8 # Copyright 2022 The HuggingFace Inc. team. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable...
transformers/src/transformers/models/switch_transformers/convert_switch_transformers_original_flax_checkpoint_to_pytorch.py/0
{ "file_path": "transformers/src/transformers/models/switch_transformers/convert_switch_transformers_original_flax_checkpoint_to_pytorch.py", "repo_id": "transformers", "token_count": 3257 }
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# AdvProp (EfficientNet) **AdvProp** is an adversarial training scheme which treats adversarial examples as additional examples, to prevent overfitting. Key to the method is the usage of a separate auxiliary batch norm for adversarial examples, as they have different underlying distributions to normal examples. The w...
pytorch-image-models/docs/models/.templates/models/advprop.md/0
{ "file_path": "pytorch-image-models/docs/models/.templates/models/advprop.md", "repo_id": "pytorch-image-models", "token_count": 5211 }
327
from typing import Any, Dict import pytest from langchain.prompts.prompt import PromptTemplate from langchain_community.chat_models import FakeListChatModel from test_utils import MockEncoder, MockEncoderReturnsList import langchain_experimental.rl_chain.base as rl_chain import langchain_experimental.rl_chain.pick_be...
langchain/libs/experimental/tests/unit_tests/rl_chain/test_pick_best_chain_call.py/0
{ "file_path": "langchain/libs/experimental/tests/unit_tests/rl_chain/test_pick_best_chain_call.py", "repo_id": "langchain", "token_count": 7211 }
454
{ "name": "langserve-playground", "version": "0.0.1", "main": "dist/index.js", "module": "dist/index.mjs", "types": "dist/index.d.ts", "license": "MIT", "author": "LangChain", "scripts": { "build": "tsup src/index.tsx", "dev": "tsup src/index.tsx --watch" }, "files": [ "dist" ], "key...
langserve/libs/langserve-playground/package.json/0
{ "file_path": "langserve/libs/langserve-playground/package.json", "repo_id": "langserve", "token_count": 313 }
1,091
import { logVersion010MigrationWarning } from "../util/entrypoint_deprecation.js"; /* #__PURE__ */ logVersion010MigrationWarning({ oldEntrypointName: "vectorstores/analyticdb", }); export * from "@langchain/community/vectorstores/analyticdb";
langchainjs/langchain/src/vectorstores/analyticdb.ts/0
{ "file_path": "langchainjs/langchain/src/vectorstores/analyticdb.ts", "repo_id": "langchainjs", "token_count": 74 }
1,002
import pytest @pytest.fixture(scope="module") def flash_medusa_handle(launcher): with launcher("FasterDecoding/medusa-vicuna-7b-v1.3", num_shard=2) as handle: yield handle @pytest.fixture(scope="module") async def flash_medusa(flash_medusa_handle): await flash_medusa_handle.health(300) return fl...
text-generation-inference/integration-tests/models/test_flash_medusa.py/0
{ "file_path": "text-generation-inference/integration-tests/models/test_flash_medusa.py", "repo_id": "text-generation-inference", "token_count": 750 }
389
<!--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/bort.md/0
{ "file_path": "transformers/docs/source/en/model_doc/bort.md", "repo_id": "transformers", "token_count": 867 }
485
<!--Copyright 2022 The HuggingFace Team. All rights reserved. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed...
transformers/docs/source/de/run_scripts.md/0
{ "file_path": "transformers/docs/source/de/run_scripts.md", "repo_id": "transformers", "token_count": 7454 }
465
# coding=utf-8 # Copyright 2018 The HuggingFace Inc. team, 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. # You may obtain a copy of the License ...
transformers/src/transformers/models/mpnet/modeling_tf_mpnet.py/0
{ "file_path": "transformers/src/transformers/models/mpnet/modeling_tf_mpnet.py", "repo_id": "transformers", "token_count": 23834 }
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// Licensed to the LF AI & Data foundation under one // or more contributor license agreements. See the NOTICE file // distributed with this work for additional information // regarding copyright ownership. The ASF licenses this file // to you under the Apache License, Version 2.0 (the // "License"); you may not use th...
milvus/internal/distributed/rootcoord/service.go/0
{ "file_path": "milvus/internal/distributed/rootcoord/service.go", "repo_id": "milvus", "token_count": 6919 }
1,801
/* eslint-disable no-loop-func */ /* eslint-disable no-promise-executor-return */ import { test } from "@jest/globals"; import { FakeStreamingLLM } from "../../utils/testing/index.js"; import { BytesOutputParser } from "../bytes.js"; import { CommaSeparatedListOutputParser, ListOutputParser, MarkdownListOutputPa...
langchainjs/langchain-core/src/output_parsers/tests/output_parser.test.ts/0
{ "file_path": "langchainjs/langchain-core/src/output_parsers/tests/output_parser.test.ts", "repo_id": "langchainjs", "token_count": 1157 }
854
// Code generated by mockery v2.32.4. DO NOT EDIT. package mocks import ( context "context" commonpb "github.com/milvus-io/milvus-proto/go-api/v2/commonpb" grpc "google.golang.org/grpc" internalpb "github.com/milvus-io/milvus/internal/proto/internalpb" milvuspb "github.com/milvus-io/milvus-proto/go-api/v2/mi...
milvus/internal/mocks/mock_proxy_client.go/0
{ "file_path": "milvus/internal/mocks/mock_proxy_client.go", "repo_id": "milvus", "token_count": 11090 }
1,730
import { VectaraFilter, VectaraStore, } from "@langchain/community/vectorstores/vectara"; import { Comparator, Comparators, Comparison, NOT, Operation, Operator, Operators, StructuredQuery, Visitor, } from "../../chains/query_constructor/ir.js"; import { BaseTranslator } from "./base.js"; import {...
langchainjs/langchain/src/retrievers/self_query/vectara.ts/0
{ "file_path": "langchainjs/langchain/src/retrievers/self_query/vectara.ts", "repo_id": "langchainjs", "token_count": 1924 }
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import { test } from "@jest/globals"; import { GoogleCustomSearch } from "../google_custom_search.js"; test.skip("GoogleCustomSearchTool", async () => { const tool = new GoogleCustomSearch(); const result = await tool.call("What is Langchain?"); console.log({ result }); });
langchainjs/libs/langchain-community/src/tools/tests/google_custom_search.int.test.ts/0
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# Res2NeXt **Res2NeXt** is an image model that employs a variation on [ResNeXt](https://paperswithcode.com/method/resnext) bottleneck residual blocks. The motivation is to be able to represent features at multiple scales. This is achieved through a novel building block for CNNs that constructs hierarchical residual-li...
pytorch-image-models/docs/models/.templates/models/res2next.md/0
{ "file_path": "pytorch-image-models/docs/models/.templates/models/res2next.md", "repo_id": "pytorch-image-models", "token_count": 905 }
339
// Licensed to the LF AI & Data foundation under one // or more contributor license agreements. See the NOTICE file // distributed with this work for additional information // regarding copyright ownership. The ASF licenses this file // to you under the Apache License, Version 2.0 (the // "License"); you may not use th...
milvus/pkg/util/uniquegenerator/unique_int_generator.go/0
{ "file_path": "milvus/pkg/util/uniquegenerator/unique_int_generator.go", "repo_id": "milvus", "token_count": 606 }
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pyproject_str = """[build-system] requires = ["poetry-core"] build-backend = "poetry.core.masonry.api" [tool.codespell] check-filenames = true check-hidden = true # Feel free to un-skip examples, and experimental, you will just need to # work through many typos (--write-changes and --interactive will help) skip = "*.c...
llama_index/llama-index-cli/llama_index/cli/new_package/templates/pyproject.py/0
{ "file_path": "llama_index/llama-index-cli/llama_index/cli/new_package/templates/pyproject.py", "repo_id": "llama_index", "token_count": 627 }
1,239
<!--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 to...
transformers/docs/source/ja/peft.md/0
{ "file_path": "transformers/docs/source/ja/peft.md", "repo_id": "transformers", "token_count": 3654 }
496