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#multimodal (30 Repositories)

Ranked open-source repositories tagged with #multimodal, scored by pull request acceptance likelihood and maintainer engagement velocity.

Topic Avg Merge Rate

68.1%

Avg Review Latency

34.0h

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30 repositories tagged #multimodal

S TierJavaScript 1.1k

ysr666/dsh-vision-router

Eyes for text-only DeepSeek Harness agents: built-in free vision chain (no key) + pixel-level vision tools (Q&A, grounding, crop, pixel diff, colors, OCR, SVG trace, cutout, screenshots). One-command install, no Python, image turns work like ordinary tool-calling turns.

90.7%
Merge Rate
5h
First Review
100%
1st-Timers
12
Maintainers
S TierPython 1.3k 21 GFIs

verl-project/verl-omni

Multimodal RL training framework for diffusion & omni models

68.7%
Merge Rate
-
First Review
62%
1st-Timers
48
Maintainers
S TierRust 3.3k 5 GFIs

vortex-data/vortex

An extensible, state-of-the-art framework for columnar compression, and the fastest FOSS columnar file format. Formerly at @spiraldb, now an Incubation Stage project at LFAI&Data, part of the Linux Foundation.

62.9%
Merge Rate
-
First Review
61%
1st-Timers
36
Maintainers
S TierZig 471

antflydb/antfly

74.8%
Merge Rate
-
First Review
100%
1st-Timers
8
Maintainers
A TierPython 7.1k 150 GFIs

vllm-project/vllm-omni

A framework for efficient model inference with omni-modality models

47.8%
Merge Rate
-
First Review
43%
1st-Timers
382
Maintainers
A TierPython 1.4k 3 GFIs

sgl-project/sglang-omni

SGLang-Omni is a high-performance serving framework for audio models (TTS, ASR) and unified multimodal models.

50.5%
Merge Rate
-
First Review
39%
1st-Timers
150
Maintainers
A TierPython 364 9 GFIs

Code-Amadeus/Amadeus

Real-time multimodal desktop agent evolving toward a persistent AI OS interface (0.16 α).

60.0%
Merge Rate
-
First Review
71%
1st-Timers
6
Maintainers
A TierPython 1.6k

pixeltable/pixeltable

The backend agents build with - Multimodal database, orchestration, and serving in one file

62.6%
Merge Rate
12h
First Review
43%
1st-Timers
12
Maintainers
A TierC++ 10.3k

RunanywhereAI/runanywhere-sdks

Production ready toolkit to run AI locally

67.5%
Merge Rate
-
First Review
45%
1st-Timers
11
Maintainers
A TierPython 2.3k

NVIDIA-NeMo/DataDesigner

🎨 NeMo Data Designer: Generate high-quality synthetic data from scratch or from seed data.

63.9%
Merge Rate
7h
First Review
67%
1st-Timers
8
Maintainers
A TierC# 517

clawdotnet/openclaw.net

Self-hosted Enterprise and Personal AI + agent runtime in .NET (NativeAOT-friendly)

94.1%
Merge Rate
3d
First Review
100%
1st-Timers
3
Maintainers
A TierRust 21.9k

screenpipe/screenpipe

YC (S26) | Open Computer History | Continuously record your company computer work, map your workflows, help you find work worth automating, and power your agents' context

71.4%
Merge Rate
-
First Review
55%
1st-Timers
29
Maintainers
A TierPython 15.8k

modelscope/ms-swift

Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.8, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM5.3, Gemma4, Llava, Phi4, ...) (AAAI 2025).

71.8%
Merge Rate
-
First Review
53%
1st-Timers
50
Maintainers
A TierPython 4.4k

EvolvingLMMs-Lab/lmms-eval

One-for-All Multimodal Evaluation Toolkit Across Text, Image, Video, and Audio Tasks

65.8%
Merge Rate
2d
First Review
77%
1st-Timers
18
Maintainers
A TierRust 5.8k 7 GFIs

Eventual-Inc/Daft

High-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any scale

61.7%
Merge Rate
5d
First Review
51%
1st-Timers
39
Maintainers
A TierPython 5.2k 1 GFIs

InternLM/xtuner

A Next-Generation Training Engine Built for Ultra-Large MoE Models

35.6%
Merge Rate
-
First Review
30%
1st-Timers
18
Maintainers
A TierJava 191

however-yir/knowledgeops-agent

Production-oriented Spring AI platform prototype for RAG, tool calling, async ingestion, JWT/RBAC, and observability.

83.3%
Merge Rate
5h
First Review
100%
1st-Timers
0
Maintainers
A TierPython 641

redai-studio/Relax

An Asynchronous Reinforcement Learning Engine for Omni-Modal Post-Training at Scale

46.9%
Merge Rate
-
First Review
33%
1st-Timers
61
Maintainers
A TierRust 11.6k

rerun-io/rerun

Visualize, query, and stream to train on multimodal robotics data.

40.4%
Merge Rate
-
First Review
32%
1st-Timers
58
Maintainers
A TierPython 118

vinhnx/VT.ai

VT.ai - multimodal AI chat app with dynamic conversation routing

94.9%
Merge Rate
2d
First Review
100%
1st-Timers
2
Maintainers
A TierTypeScript 6.5k

genkit-ai/genkit

Open-source framework for building agentic apps in JavaScript, Go, Dart, and Python, built and used in production by Google

56.7%
Merge Rate
1d
First Review
31%
1st-Timers
37
Maintainers
A TierTypeScript 3.2k

TanStack/ai

🤖 Type-safe, provider-agnostic TypeScript AI SDK for streaming chat, tool calling, agents, and multimodal apps across OpenAI, Anthropic, Gemini, React, Vue, Svelte, and Solid.

63.0%
Merge Rate
3d
First Review
52%
1st-Timers
21
Maintainers
A TierPython 8.0k

Blaizzy/mlx-audio

A text-to-speech (TTS), speech-to-text (STT) and speech-to-speech (STS) library built on Apple's MLX framework, providing efficient speech analysis on Apple Silicon.

51.7%
Merge Rate
7h
First Review
43%
1st-Timers
18
Maintainers
A TierPython 2.8k

datachain-ai/datachain

The Context Layer for unstructured data: typed, versioned datasets over S3, GCS, Azure

36.8%
Merge Rate
8h
First Review
25%
1st-Timers
10
Maintainers
A TierJavaScript 66.9k

Mintplex-Labs/anything-llm

Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience

55.4%
Merge Rate
2d
First Review
50%
1st-Timers
75
Maintainers
B TierPython 104

volcengine/ark-cli

The fastest way to put Volcengine Ark in your terminal and your AI agent — go from prompt to generated media, multimodal answer, or deployed endpoint in a single command, no API glue code.

100.0%
Merge Rate
20h
First Review
100%
1st-Timers
0
Maintainers
B TierPython 2.0k

HUANGCHIHHUNGLeo/claude-real-video

Let Claude (or any LLM) actually watch a video — scene-aware, deduplicated frames + transcript, from a URL or local file. Runs locally, MIT.

81.8%
Merge Rate
17h
First Review
100%
1st-Timers
1
Maintainers
B TierPython 1.1k

OpenMOSS/MOVA

A foundation model that generates synchronized video and audio in a single model

100.0%
Merge Rate
2d
First Review
100%
1st-Timers
1
Maintainers
B TierTypeScript 992

tong-io/tongflow

TongFlow — Multimodal GenAI Studio

88.0%
Merge Rate
19d
First Review
100%
1st-Timers
0
Maintainers
B TierRust 162

cerul-ai/cerul

Open-source video processing core and CLI. Search and annotate local videos with your own model endpoints.

94.4%
Merge Rate
-
First Review
100%
1st-Timers
0
Maintainers
Best Multimodal Open Source Repositories & C-Rank™ | GetMerged