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MiaAI-Lab / GLM-5.3-Flash-EXL3-2x-DGX-Sparks

GLM-5.3 Flash EXL3 for 2-4x DGX Sparks

Avarok-Cybersecurity / atlas

Pure Rust Inference Engine

MiaAI-Lab / Qwen3.8-Flash-Next-Single-DGX-Spark

Qwen3.8-Flash-Next on ONE DGX Spark (TP=1)

spark-arena / sparkrun

sparkrun - launch, manage, and stop LLM inference workloads on NVIDIA DGX Spark systems. Live support: https://discord.com/invite/GH5kRgv6ZD

blazux / qwen3.8-Flash-DGX

recipe for running Qwen3.8-Flash-Next on a single DGX Spark

hasso5703 / dgx-spark-qwen38

One command turns a DGX Spark or ASUS Ascent GX10 into a private AI server: seven measured, pinned AI lanes (text up to 1M tokens, images, video with sound), run from a local cockpit on a laptop or a phone. Nothing leaves the box.

AllSpark-Research / AdaptEvo

Adaptive Agent Learning with Evolving Supervision

tonyd2wild / DeepSeek-V4.1-Flash-TP2-and-TP4-DGX-Sparks

DeepSeek-V4.1-Flash-1017 on NVIDIA DGX Sparks with TensorFold + EXL3: TP4 (4 Sparks, 93.6 tok/s, 1M context) and TP2 (2 Sparks, 73 tok/s). Launchers, run records, measured numbers. Older vLLM lanes kept.

tonyd2wild / Qwen3.8-Flash-Next-NVFP4-DGX-Spark

Qwen3.8-Flash-Next (NVFP4) on DGX Spark in vLLM: one Spark 43.9 tok/s with our disk-backed n-gram table patch, staged gather and reduced-vocab MTP draft; TP2 SPEED 53.7; TP4 CONTEXT 9M KV pool. Launchers, patch, 40-prompt harness, KV ledger, credits. SGLang TP2 day-0 lane kept.

HawkBearPig / dgpp

Optimized inference for the DGX Spark and spark clusters

AllSpark-Research / Iris

Climbing to the Search Frontier.

jayleaton / deepseek-v41-tensorfold-spark

DeepSeek-V4.1-Flash on 2x NVIDIA DGX Spark with the TensorFold engine: 1.8-1.9x code, 2.5x multi-stream, 1.7-1.95x prefill vs the vLLM kit, exact speculative decoding. Work in progress.

ForeverToAI / AiPC

Give the agent "this" and he gets a real PC.

bertholomus / deepseek-v4.1-tensorfold-tp2-2xgb10

BertholomusAI recipe: DeepSeek-V4.1-Flash on 2x NVIDIA DGX Spark (GB10), our own TensorFold TP2 engine. Weights: Mia-AiLab EXL3 2.9bpw (MIT).

robzilla1738 / muse-desktop

Unofficial macOS, Windows, and Linux desktop companion for Muse Code by Robert Courson. Real CLI sessions, voice input, and five themes. Not affiliated with Meta.

fe-spark / EcoHub-for-OHOS

EcoHub原生客户端，提供极致流畅的多源聚合观影体验，支持灵活配置与切换私有软件源

nisparks / SparkShift

HGX quick-change hotend system with an independent carriage-mounted cam release. Community development prototype.

sfxnz / DeepSeek-V4.1-Flash-EXL3-vLLM-2x-DGX-Spark

DeepSeek-V4.1-Flash EXL3 vLLM recipe for 2x DGX Spark (GB10)

mojolicious / mojo

:sparkles: Mojolicious - Perl real-time web framework

typescript-eslint / typescript-eslint

:sparkles: Monorepo for all the tooling which enables ESLint to support TypeScript

deeplearning4j / deeplearning4j

Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learn...

mage-ai / mage-ai

🧙 Build, run, and manage data pipelines for integrating and transforming data.

Laravel-Lang / lang

List of 128 languages for Laravel Framework, Laravel Jetstream, Laravel Fortify, Laravel Breeze, Laravel Cashier, Laravel Nova and Laravel UI.

ibis-project / ibis

the portable Python dataframe library

apache / zeppelin

Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.

apache / hudi

Upserts, Deletes And Incremental Processing on Big Data.

sparklemotion / nokogiri

Nokogiri (鋸) makes it easy and painless to work with XML and HTML from Ruby.

treeverse / lakeFS

lakeFS - Data version control for your data lake | Git for data

microsoft / SynapseML

Simple and Distributed Machine Learning Python Library porting ML algorithms for Spark

tencentmusic / cube-studio

cube studio开源云原生一站式机器学习/深度学习/大模型AI平台，mlops算法链路全流程，算力租赁平台，notebook在线开发，拖拉拽任务流pipeline编排，多机多卡分布式训练，超参搜索，推理服务VGPU虚拟化，边缘计算，标注平台自动化标注，deepseek等大模型sft微调/奖励模型/强化学习训练，vllm/ollama/mindie大模型多机推理，私有知识库，AI模型市场，支持国产cpu/gpu/npu 昇腾生态，支持RDMA，支持pytorch/tf/mxnet/deepspeed/paddle/colossalai/horovod/ray/volcano等分布式

JohnSnowLabs / spark-nlp

State of the Art Natural Language Processing

prettier / prettier-eslint

Code :arrow_right: `prettier` :arrow_right: `eslint --fix` :arrow_right: Formatted Code :sparkles:

VisActor / VTable

VTable is not just a high-performance multidimensional data analysis table, but also a grid artist that creates art between rows and columns.

awslabs / deequ

Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.

lakehq / sail

Drop-in Apache Spark replacement written in Rust, unifying batch processing, stream processing, and compute-intensive AI workloads.

apache / paimon

Apache Paimon is a lake format that enables building a Realtime Lakehouse Architecture with Flink and Spark for both streaming and batch operations.

apache / linkis

Apache Linkis builds a computation middleware layer to facilitate connection, governance and orchestration between the upper applications and the underlying data engines.

lakesoul-io / LakeSoul

LakeSoul is an end-to-end, realtime cloud-native Lakehouse framework for fast data ingestion, concurrent updates, incremental analytics, multimodal data processing and vector search — powering next-generation BI and AI workloads.

kubeflow / spark-operator

Kubernetes operator for managing the lifecycle of Apache Spark applications on Kubernetes.

RayXBuilds / Movie_Recommend

历史学习项目：Spark 电影推荐、爬虫、Web 与后台。新版持续开发见 cinematch-recommender。

graphieros / vue-data-ui

An open source user-empowering data visualization Vue 3 components library for eloquent data storytelling

apache / kyuubi

Apache Kyuubi is a distributed and multi-tenant gateway to provide serverless SQL on data warehouses and lakehouses.

cyring / CoreFreq

CoreFreq : CPU monitoring and tuning software designed for the 64-bit processors.

zio / zio-quill

Compile-time Language Integrated Queries for Scala

dotnet / spark

.NET for Apache® Spark™ makes Apache Spark™ easily accessible to .NET developers.

broadinstitute / gatk

Official code repository for GATK versions 4 and up

INRIA / spoon

Spoon is a metaprogramming library to analyze and transform Java source code. :spoon: is made with :heart:, :beers: and :sparkles:. It parses source files to build a well-designed AST with powerful analysis and transformation API.

anymail / django-anymail

Django email backends and webhooks for Amazon SES, Brevo, MailerSend, Mailgun, Mailjet, Mailtrap, Postmark, Postal, Resend, Scaleway TEM, SendGrid, SparkPost, Unisender Go and more