Elevatormusic / DeepSeek-V4.1-Flash-1017-EXL3-TensorFold-2x-DGX-Spark

DeepSeek-V4.1-Flash-1017 EXL3 2.9bpw on 2x NVIDIA DGX Spark (GB10) with TensorFold: 2.1-2.3x the vLLM kit's decode speed.

plotarmordev / drama-tensorfold

Fish Audio Drama 3 text-to-speech on the TensorFold native CUDA engine for DGX Spark (GB10): recipe, engine patches, benchmarks. Built with Fish Audio.

anisayari / sparky

🔒 Your private AI assistant, 100% local on Windows: chat, vision, documents (RAG), web search, images, videos with sound, voice, code projects, MCP tools — one-line install, models picked for your PC.

getredash / redash

Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.

mlflow / mlflow

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

plotly / plotly.py

The interactive graphing library for Python :sparkles:

tobymao / sqlglot

Python SQL Parser and Transpiler

mage-ai / mage-ai

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

ibis-project / ibis

the portable Python dataframe library

kubeflow / spark-operator

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

moj-analytical-services / splink

Fast, accurate and scalable probabilistic data linkage with support for multiple SQL backends

eugr / spark-vllm-docker

Docker configuration for running VLLM on dual DGX Sparks

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

narwhals-dev / narwhals

Lightweight and extensible compatibility layer between dataframe libraries!

MiaAI-Lab / DeepSeek-v4-Flash-DSpark-2x-DGX-Spark

DeepSeek-v4-Flash 0731 recipe for 2x DGX Sparks

palantir / pyspark-style-guide

This is a guide to PySpark code style presenting common situations and the associated best practices based on the most frequent recurring topics across the PySpark repos we've encountered.

metabrainz / listenbrainz-server

Server for the ListenBrainz project, including the front-end (javascript/react) code that it serves and all of the data processing components that LB uses.

sparklost / endcord

The most feature rich Discord TUI client.

Nike-Inc / koheesio

Python framework for building efficient data pipelines. It promotes modularity and collaboration, enabling the creation of complex pipelines from simple, reusable components.

MrPowers / chispa

PySpark test helper methods with beautiful error messages

MigoXLab / dingo

Dingo: A Comprehensive AI Data, Model and Application Quality Evaluation Tool

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

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

sparkfun / SparkFun-KiCad-Libraries

SparkFun's KiCad Libraries

ARahim3 / mlx-dspark

Up to 4× faster LLM decoding on Apple Silicon, lossless. Native MLX port of DeepSeek's DSpark & z-lab's DFlash speculative decoding — Gemma-4, Qwen3.8, Muse-Glimmer, Nemotron, LFM2.5, Ornith-1.0, ternary Bonsai-27B.

sparky8512 / starlink-grpc-tools

Random scripts and other bits for interacting with the SpaceX Starlink user terminal hardware

awslabs / aws-glue-libs

AWS Glue Libraries are additions and enhancements to Spark for ETL operations.

capitalone / datacompy

Pandas, Polars, Spark, and Snowpark DataFrame comparison for humans and more!

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

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

halfwaystudent / douyin-sparkflow

一个抖音续火花助手

spark-arena / sparkrun

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

MIT-SPARK / DAAAM

Describe Anything, Anywhere, at Any Moment (DAAAM), a novel approach to real-time, large-scale, spatio-temporal memory

cas-bigdatalab / piflow

πflow is a big data flow engine with spark support

eakmanrq / sqlframe

Turning PySpark Into a Universal DataFrame API

AlibabaResearch / SparkDiffusion

SparkDiffusion: Accelerating DiT video generation by 265× via joint Sparsity, Distillation, Quantization, etc.

GACWR / OpenUBA

A robust, and flexible open source User & Entity Behavior Analytics (UEBA) framework used for Security Analytics. Developed with luv by Data Scientists & Security Analysts from the Cyber Security Industry. [BETA]

databrickslabs / dbldatagen

Generate relevant synthetic data quickly for your projects. The Databricks Labs synthetic data generator (aka `dbldatagen`) may be used to generate large simulated / synthetic data sets for test, POCs, and other uses in Databricks environments including in Delta Live Tables pipelines

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

GLM-5.3-Flash EXL3 on 2x DGX Spark with TensorFold

blazux / qwen3.8-Flash-DGX

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

MiaAI-Lab / DeepSeek-v4-Flash-One-DGX-Spark

DeepSeek v4 Flash EXL3 on one DGX Spark

FengZhenfei / carrel

Ontology-Augmented Generation for AI agents.

MiaAI-Lab / DeepSeek-v4.1-Flash-EXL3-2x-DGX-Sparks

DeepSeek v4.1 Flash EXL3 2.9 bpw for 2x DGX Sparks

jddevtime / open-lakehouse-compute-fabric

Open Lakehouse Compute Fabric: an open-source lakehouse platform with Microsoft Fabric Compute Extension.

MiaAI-Lab / DeepSeek-v4.1-Flash-DGX-Sparks

DeepSeek-V4.1-Flash on 3-4x NVIDIA DGX Sparks

maliubiao / dgx-spark-2-deepseek-flash-0731

setup guide for deepseek-flash-0731 on two dgx-spark from scratch

sparkgeo / geo-mcp-servers

A curated, tracked list of Model Context Protocol (MCP) servers for geospatial, GIS, mapping, and earth-observation work — geocoding, routing, PostGIS, STAC/imagery, QGIS/ArcGIS, weather, and the commercial location platforms.

tonyd2wild / GLM-5.3-Flash-NVFP4-DFlash2-2x-DGX-Spark

GLM-5.3-Flash (NVFP4) on 2x NVIDIA DGX Spark - vLLM TP2, 262K context, MTP. World-first deploy recipe: 7 day-0 bugs found and fixed, patched sm121 image, probes and full report.

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.

EastForce / worker-ai-spark

开源劳动者AI研究与评测项目：建设劳动知识、公开评测基准与共同治理机制｜Open worker-centered AI research and evaluation project.

0xSero / deepseek-v4-flash-0731-spark-sparkinfer

Pinned one-DGX-Spark Docker recipe for DeepSeek V4 Flash with EXL3, SparkInfer, and 262K NVFP4 MLA KV cache

chadhurley25075-png / pd-bridge

Heterogeneous prefill/decode for DeepSeek-V4-Flash: CUDA prefill (DGX Spark, vLLM) -> Metal decode (Mac Studio, oMLX) over plain 10GbE

AllSpark-Research / AdaptEvo

Adaptive Agent Learning with Evolving Supervision

schumannx / full-stack-data-engineering

End-to-end streaming data platform on AWS: Kafka → Iceberg lake → Kimball model → Athena, orchestrated with Airflow 3. Terraform, Glue PySpark, dbt.

drowzeys / keys-Wasserman-Slate-AI-Studio-powered-by-TensorFold-built-with-integrated-Fish-Audio-Drama3

Imagination Studio by keys+Wasserman powered by TensorFold: an AI film studio for Mac and NVIDIA DGX Spark. Plan a film like a crew (Slate workflow by Sam Wasserman), render Qwen-Image-2.1 / FLUX3-K pictures and MiniMax H3 / FastH3 video with sound on TensorFold.

tonyd2wild / DeepSeek-V4.1-Flash-vLLM-DGX-Spark

DeepSeek-V4.1-Flash (552B MoE, MXFP4 experts, 1M ctx) on four NVIDIA DGX Sparks with vLLM TP4: Engram-on-disk patch, sm121 kernel build, launchers, measured numbers

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.

0xBakeer / deepseek-v41-flash-spark

DeepSeek-V4.1-Flash on a single DGX Spark (GB10): resident hot experts + NVMe streaming, DSpark, OpenAI API. Work in progress.

allover326 / deepseek-v4-cmp170hx

DeepSeek-V4-Flash-0731 on 4x CMP 170HX (sm_80): 98 tok/s decode, ~5300 tok/s prefill. DSpark speculative decoding under pipeline parallelism, which vLLM does not support upstream.

zechengtang / Spark-H3

Adaptive Block Sparse Attention for MiniMax-H3

jayleaton / glm53-tensorfold-spark

GLM-5.3-Flash (abliterated EXL3) on 2x NVIDIA DGX Spark with the TensorFold engine: 1.8x faster decode than vLLM, 4x256k concurrent threads, byte-exact speculative decoding. Work in progress.

Jiarui-0410 / real-time-recommendation-analytics

End-to-end retail analytics and recommendation platform using PySpark, Kafka, PostgreSQL, Power BI, PyTorch Two-Tower, Qdrant, FastAPI, Docker and Azure.