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集合主题趋势排行榜
#

memory-efficient

Website
Wikipedia
https://static.github-zh.com/github_avatars/box?size=40
box / spout

Read and write spreadsheet files (CSV, XLSX and ODS), in a fast and scalable way

PHPxlsxodsCSVSpreadsheetwriterreadermemory-efficientfastscalable
PHP 4.24 k
3 年前
https://static.github-zh.com/github_avatars/plasticityai?size=40
plasticityai / magnitude

#自然语言处理#A fast, efficient universal vector embedding utility package.

Python自然语言处理机器学习vectorsembeddingsword2vecfasttextglovegensimfastmemory-efficientword-embeddings
Python 1.65 k
2 年前
https://static.github-zh.com/github_avatars/alphadose?size=40
alphadose / haxmap

Fastest and most memory efficient golang concurrent hashmap

concurrentfastGohashmaplock-freemapmemory-efficientthread-safe
Go 997
8 个月前
https://static.github-zh.com/github_avatars/microsoft?size=40
microsoft / tolerant-php-parser

An early-stage PHP parser designed for IDE usage scenarios.

PHPParserParsingfastmemory-efficient
PHP 886
9 个月前
https://static.github-zh.com/github_avatars/haoliuhl?size=40
haoliuhl / ringattention

Large Context Attention

large-language-modelslong-contextmemory-efficienttransformers
Python 714
5 个月前
https://static.github-zh.com/github_avatars/alphadose?size=40
alphadose / ZenQ

A thread-safe queue faster and more resource efficient than golang's native channels

Golock-freelow-latencymemory-efficientthread-safempsc-queueconcurrencyfastestoptimizationhigh-throughput
Go 675
1 年前
https://static.github-zh.com/github_avatars/nanoexpress?size=40
nanoexpress / nanoexpress

Professional backend framework for Node.js

fastmiddlewareC++WebSocketmemory-efficientesmesmodules
JavaScript 505
6 天前
https://static.github-zh.com/github_avatars/lucidrains?size=40
lucidrains / memory-efficient-attention-pytorch

#计算机科学#Implementation of a memory efficient multi-head attention as proposed in the paper, "Self-attention Does Not Need O(n²) Memory"

人工智能深度学习attention-mechanismmemory-efficient
Python 379
2 年前
https://static.github-zh.com/github_avatars/alibaba?size=40
alibaba / EasyParallelLibrary

#计算机科学#Easy Parallel Library (EPL) is a general and efficient deep learning framework for distributed model training.

深度学习data-parallelismmodel-parallelismpipeline-parallelismmemory-efficientdistributed-traininggpu
Python 267
2 年前
https://static.github-zh.com/github_avatars/DAMO-NLP-SG?size=40
DAMO-NLP-SG / Inf-CLIP

[CVPR 2025 Highlight] The official CLIP training codebase of Inf-CL: "Breaking the Memory Barrier: Near Infinite Batch Size Scaling for Contrastive Loss". A super memory-efficiency CLIP training schem...

contrastive-learningflash-attentionmemory-efficientclip
Python 250
5 个月前
https://static.github-zh.com/github_avatars/daniel-rusu?size=40
daniel-rusu / pods4k

Performance-oriented Data Structures for Kotlin

Kotlin数据结构Libraryefficiencyperformancehigh-performancekotlin-librarymemory-efficiencymemory-efficientdatastructures
Kotlin 246
1 个月前
https://static.github-zh.com/github_avatars/dadhi?size=40
dadhi / ImTools

Fast and memory-efficient immutable collections and helper data structures

immutablepersistent数据结构函数式编程performancevalue-semanticslock-freemapdictionarymemory-efficientavl-treesum-typeseffectshashmaphashtable
C# 242
5 天前
https://static.github-zh.com/github_avatars/zhuhanqing?size=40
zhuhanqing / APOLLO

#大语言模型#APOLLO: SGD-like Memory, AdamW-level Performance

大语言模型llm-trainingmemory-efficientoptimizer
Python 234
2 个月前
https://static.github-zh.com/github_avatars/neopenx?size=40
neopenx / Dragon

Dragon: A Computation Graph Virtual Machine Based Deep Learning Framework.

graphCUDAPythonmemory-efficientvm
C++ 175
7 年前
https://static.github-zh.com/github_avatars/SubhamTyagi?size=40
SubhamTyagi / Last-Launcher

Lightweight: Faster than light, Low on memory

lightweightlaunchertextF-Droidmemory-efficientlightning
Java 172
3 年前
https://static.github-zh.com/github_avatars/luyug?size=40
luyug / GC-DPR

#计算机科学#Train Dense Passage Retriever (DPR) with a single GPU

深度学习PyTorchmemory-efficientretrievalquestion-answering
Python 132
4 年前
https://static.github-zh.com/github_avatars/nanoexpress?size=40
nanoexpress / legacy

[Deprecated] Nano-framework for Node.js. Use PRO version

middlewareWebSocketfastC++memory-efficient
JavaScript 107
5 年前
https://static.github-zh.com/github_avatars/abduallahmohamed?size=40
abduallahmohamed / Social-Implicit

Code for: "Social-Implicit: Rethinking Trajectory Prediction Evaluation and The Effectiveness of Implicit Maximum Likelihood Estimation" Accepted @ ECCV2022

graph-convolutional-networksgraph-neural-networksmotion-predictionreal-timememory-efficient
Python 102
1 年前
https://static.github-zh.com/github_avatars/parashardhapola?size=40
parashardhapola / scarf

Toolkit for highly memory efficient analysis of single-cell RNA-Seq, scATAC-Seq and CITE-Seq data. Analyze atlas scale datasets with millions of cells on laptop.

Bioinformaticsclusteringumaptsnebig-datamemory-efficientgraph-analyticsgenomics
Python 100
2 个月前
https://static.github-zh.com/github_avatars/yangluo7?size=40
yangluo7 / CAME

#计算机科学#The official implementation of "CAME: Confidence-guided Adaptive Memory Optimization"

深度学习large-language-modelsmemory-efficientoptimizerdiffusion-transformer
Python 91
3 个月前
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