Cargo Registry

Browse available cargos

A Cargo is a portable, signed unit of computation that runs on Islands across the Archipelag.io network.

Think of it as a shipping container for code — each one packages a model, runtime, and resource requirements into a single deployable artifact. Consumers submit jobs, the coordinator finds the best Island, and the Cargo executes in a secure sandbox.

Consumer
Cargo
Island
ONNXDockerWASMGGUF
Read the full architecture docs
133 cargos
GGUF
Mistral 7B InstructOfficial
Mistral 7B Instruct v0.2 chat inference using llama.cpp
Mistral 7B InstructQ4_K_M4.4 GBGPU optional
GGUF
Qwen3.5-0.8BOfficial
Ultra-lightweight language model for edge and mobile inference
Qwen3.5-0.8BQ4_K_M0.6 GBGPU optional
GGUF
Qwen3.5-4BOfficial
Compact language model with strong reasoning capabilities
Qwen3.5-4BQ4_K_M2.7 GBGPU optional
GGUF
Qwen3.5-9BOfficial
Mid-size language model for consumer GPU inference
Qwen3.5-9BQ4_K_M5.5 GBGPU optional
GGUF
Qwen3.5-27BOfficial
High-quality language model for demanding reasoning tasks
Qwen3.5-27BQ4_K_M16 GBGPU required
GGUF
Qwen3.5-35B-A3B (MoE)Official
Mixture-of-Experts LLM with 35B total / 3B active parameters
Qwen3.5-35B-A3BMoEQ4_K_M20 GBGPU optional
GGUF
Qwen3-CoderOfficial
Code-specialized LLM for code generation, completion, and explanation
Qwen3-Coder-NextQ4_K_M16 GBGPU required
GGUF
GLM-5Official
Massive MoE LLM for reasoning, coding, and agentic tasks
GLM-5MoE744B/40B activeQ4_K_M42 GBGPU required
GGUF
Llama 3.1 8BOfficial
Meta's general-purpose LLM with large fine-tune ecosystem
Llama-3.1-8B-InstructQ4_K_M4.9 GBGPU optional
GGUF
GPT-OSS 20BOfficial
OpenAI's first open-weight language model
gpt-oss-20bQ4_K_M12 GBGPU required
GGUF
MiniMax M2.5Official
Agentic LLM optimized for complex multi-step workflows
MiniMax-M2.5Q4_K_M16 GBGPU required
GGUF
Nanbeige4.1-3BOfficial
Lightweight multilingual LLM with strong Chinese language support
Nanbeige4.1-3BQ4_K_M2 GBGPU optional
GGUF
Nemotron-3 120B-A12BOfficial
NVIDIA's MoE LLM with 120B total / 12B active parameters
Nemotron-3-120B-A12BMoEQ4_K_M68 GBGPU required
DIFF
Stable DiffusionOfficial
Text-to-image generation using Stable Diffusion 1.5 and SDXL
SD 1.5 · SDXL8 GB VRAMGPU required
DIFF
Music GenOfficial
Text-to-music generation using Meta MusicGen
facebook/musicgen-small4 GB VRAMGPU required
DIFF
FLUX.1-devOfficial
High-quality text-to-image generation with superior prompt adherence
black-forest-labs/FLUX.1-dev12 GB VRAMGPU required
DIFF
FLUX.1-schnellOfficial
Ultra-fast text-to-image generation (4-step distilled)
FLUX.1-schnell4-step8 GB VRAMGPU required
DIFF
Z-Image-TurboOfficial
Ultra-fast text-to-image generation from Alibaba
Tongyi-MAI/Z-Image-Turbo8 GB VRAMGPU required
DIFF
Stable Diffusion 3.5 LargeOfficial
Latest text-to-image from Stability AI with MMDiT architecture
stabilityai/sd-3.5-largeMMDiT12 GB VRAMGPU required
DIFF
Qwen-ImageOfficial
Multimodal image generation from Alibaba's Qwen family
Qwen/Qwen-Image-251212 GB VRAMGPU required
DIFF
Wan2.1-T2V-14BOfficial
High-quality text-to-video generation (14B parameters)
Wan-AI/Wan2.1-T2V-14BVideo24 GB VRAMGPU required
DIFF
Wan2.2-T2V-A14BOfficial
Text-to-video with MoE architecture for efficient inference
Wan2.2-T2V-A14BMoEVideo16 GB VRAMGPU required
DIFF
HunyuanVideo-1.5Official
High-fidelity text-to-video generation from Tencent
tencent/HunyuanVideo-1.5Video24 GB VRAMGPU required
DIFF
Wan2.1-T2V-1.3BOfficial
Lightweight text-to-video for consumer GPUs
Wan2.1-T2V-1.3BVideo8 GB VRAMGPU required
DIFF
CogVideoX-2bOfficial
Efficient text-to-video generation from Z.AI
zai-org/CogVideoX-2bVideo8 GB VRAMGPU required
ONNX
DistilBERT SentimentOfficial
Classifies text sentiment as positive or negative using DistilBERT
distilbert-base-uncased-finetuned-sst-2-english
ONNX
BART-CNN SummarizationOfficial
Summarizes long text using BART-large fine-tuned on CNN/DailyMail
facebook/bart-large-cnn
ONNX
OPUS-MT TranslationOfficial
Translates text between 100+ language pairs using MarianMT
Helsinki-NLP/opus-mt
ONNX
BERT-NEROfficial
Identifies persons, organizations, and locations in text
dbmdz/bert-large-cased-finetuned-conll03-english
ONNX
DistilBERT QAOfficial
Extracts answers from context passages using DistilBERT
distilbert-base-cased-distilled-squad
ONNX
BERT Base Fill-MaskOfficial
Predicts masked tokens in text using BERT
bert-base-uncased
ONNX
BART-MNLI ClassificationOfficial
Classifies text into arbitrary categories using BART
facebook/bart-large-mnli
ONNX
T5 Grammar CorrectionOfficial
Corrects grammar in text using a fine-tuned T5 model
vennify/t5-base-grammar-correction
ONNX
T5 ParaphrasingOfficial
Generates paraphrased versions of input text using T5
Vamsi/T5_Paraphrase_Paws
ONNX
Toxic-BERTOfficial
Detects toxic content in text using a fine-tuned BERT classifier
unitary/toxic-bert
ONNX
KeyBERT ExtractionOfficial
Extracts keywords and keyphrases from text using KeyBERT
sentence-transformers/all-MiniLM-L6-v2
ONNX
MiniLM-L6 EmbeddingsOfficial
Generates text embeddings using sentence-transformers
all-MiniLM-L6-v2 · 384 dims
ONNX
CodeGen-350MOfficial
Generates code completions using CodeGen for Python
Salesforce/codegen-350M-mono
ONNX
YOLOv8 DetectionOfficial
Detects objects in images with bounding boxes using YOLOv8
ultralytics/yolov8n
ONNX
YOLOv8 SegmentationOfficial
Performs instance segmentation on images using YOLOv8-seg
ultralytics/yolov8n-seg
ONNX
BLIP CaptioningOfficial
Generates natural language descriptions of images using BLIP
Salesforce/blip-image-captioning-base
ONNX
DPT-Hybrid DepthOfficial
Estimates depth maps from single images using DPT-Hybrid
Intel/dpt-hybrid-midas
ONNX
MTCNN-FaceNetOfficial
Detects faces and generates facial embeddings using MTCNN + FaceNet
InceptionResnetV1-vggface2GPU required
ONNX
U2-Net Background RemovalOfficial
Removes background from images, returns transparent PNG
U2-Net (rembg)
ONNX
Style TransferOfficial
Applies artistic style transfer to images
fast_neural_styleGPU required
ONNX
Real-ESRGAN UpscalingOfficial
Upscales images 2x or 4x using Real-ESRGAN
RealESRGAN_x4plusGPU required
ONNX
GLM-OCROfficial
Advanced document understanding and OCR using GLM vision model
zai-org/GLM-OCR4 GB VRAMGPU required
ONNX
NuMarkdownOfficial
Converts document images to structured Markdown with reasoning
numind/NuMarkdown-8B-Thinking16 GB VRAMGPU required
ONNX
FireRed-OCROfficial
High-accuracy OCR for documents, handwriting, and scene text
FireRedTeam/FireRed-OCR2 GB VRAMGPU required
ONNX
Whisper BaseOfficial
Transcribes and translates audio with word-level timestamps
openai/whisper-baseGPU required
ONNX
Tacotron2 TTSOfficial
Converts text to speech audio using Coqui TTS
tacotron2-DDCGPU required
ONNX
Whisper Large-v3-TurboOfficial
Fast speech-to-text (2x faster than large-v3, near-identical quality)
openai/whisper-large-v3-turbo2x faster2 GB VRAMGPU required
ONNX
Qwen3-ASROfficial
Multilingual speech recognition from Qwen family
Qwen/Qwen3-ASR-1.7BMultilingual4 GB VRAMGPU required
ONNX
Voxtral-ASROfficial
Realtime streaming speech recognition from Mistral AI
mistralai/Voxtral-Mini-4BRealtime8 GB VRAMGPU required
ONNX
VibeVoice-ASROfficial
High-accuracy speech recognition from Microsoft
microsoft/VibeVoice-ASR2 GB VRAMGPU required
ONNX
Parakeet-ASROfficial
Fast accurate speech recognition from NVIDIA (0.6B parameters)
nvidia/parakeet-tdt-0.6b-v30.6BGPU optional
ONNX
Kokoro TTSOfficial
Ultra-lightweight high-quality text-to-speech (82M parameters)
hexgrad/Kokoro-82M82M paramsCPUGPU optional
ONNX
Qwen3-TTSOfficial
Voice cloning and custom voice text-to-speech from Qwen family
Qwen/Qwen3-TTS-1.7BVoice cloning4 GB VRAMGPU required
ONNX
Chatterbox TTSOfficial
High-quality voice cloning text-to-speech
ResembleAI/chatterboxVoice cloning2 GB VRAMGPU required
ONNX
VibeVoice TTSOfficial
Multi-speaker instruction-following text-to-speech from Microsoft
microsoft/VibeVoice-1.5BMulti-speaker4 GB VRAMGPU required
ONNX
CSM TTSOfficial
Conversational speech model optimized for natural dialogue
sesame/csm-1bConversational2 GB VRAMGPU required
ONNX
IndexTTS-2Official
High-quality multilingual text-to-speech
IndexTeam/IndexTTS-2Multilingual2 GB VRAMGPU required
ONNX
VibeVoice RealtimeOfficial
Realtime streaming text-to-speech optimized for low latency
microsoft/VibeVoice-Realtime-0.5BStreamingGPU optional
ONNX
Fish Audio S2Official
Multi-speaker text-to-speech with instruction-following control
fishaudio/s2-proMulti-speaker4 GB VRAMGPU required
ONNX
Qwen3-Embedding-0.6BOfficial
Lightweight text embeddings from Qwen family
Qwen/Qwen3-Embedding-0.6B0.6BCPU
ONNX
Qwen3-Embedding-8BOfficial
High-quality text embeddings for RAG from Qwen family
Qwen/Qwen3-Embedding-8B8B16 GB VRAMGPU required
ONNX
E5-Large MultilingualOfficial
Battle-tested multilingual text embeddings
intfloat/multilingual-e5-large1024 dimsCPU
ONNX
BGE-SmallOfficial
Fast lightweight English text embeddings
BAAI/bge-small-en-v1.5384 dimsCPU
ONNX
Jina Embeddings v5Official
Latest-generation text embeddings from Jina AI
jinaai/jina-embeddings-v5-text-smallCPU
ONNX
Qwen3-VL-EmbeddingOfficial
Vision+text multimodal embeddings from Qwen family
Qwen/Qwen3-VL-Embedding-2BMultimodal4 GB VRAMGPU required
OCI
Video TranscodeOfficial
Video transcoding and format conversion
OCI
Video CompressOfficial
Video compression and transcoding
OCI
Video ClipOfficial
Extract a time range from a video
OCI
Video ThumbnailOfficial
Extract thumbnails from video
OCI
Video SubtitleOfficial
Video subtitling using Whisper
OCI
GIF MakerOfficial
GIF creation from images or video
OCI
ScreenshotOfficial
Capture screenshots from URLs using headless Chrome
OCI
Audio ConvertOfficial
Audio format conversion using ffmpeg
OCI
Audio MergeOfficial
Merge and concatenate audio files
OCI
Audio SplitOfficial
Split audio into segments at silence boundaries
OCI
Noise RemoveOfficial
Audio noise removal using noisereduce
OCI
Normalize AudioOfficial
Normalize audio volume levels
OCI
OCROfficial
Optical character recognition for image-to-text
OCI
PDF ExtractOfficial
PDF text and content extraction
OCI
PDF MergeOfficial
PDF merging and splitting
OCI
PDF SignOfficial
Add text watermark or signature to PDF pages
OCI
HTML to PDFOfficial
Convert HTML to PDF using WeasyPrint
OCI
Markdown to PDFOfficial
Convert Markdown to styled PDF
OCI
DOCX ExtractOfficial
Extract text and images from Word documents
OCI
Excel ParseOfficial
Parse Excel spreadsheets to JSON
OCI
Batch TemplateOfficial
Generic data processing template for batch jobs
OCI
ResizeOfficial
Image resizing and thumbnail generation
OCI
Compress ImageOfficial
Image compression with quality control
OCI
Convert ImageOfficial
Image format conversion
OCI
Smart CropOfficial
Smart crop using edge-based saliency detection
OCI
Blur FaceOfficial
Blur faces in images for privacy
OCI
WatermarkOfficial
Add text or image watermarks
OCI
ColorizeOfficial
Colorize grayscale images
OCI
Image DiffOfficial
Compare two images and highlight differences
OCI
Image MetadataOfficial
Extract and manipulate image EXIF metadata
OCI
SVG OptimizeOfficial
SVG optimization and minification
OCI
SVG to PNGOfficial
Convert SVG to PNG using CairoSVG
OCI
BarcodeOfficial
Generate and read barcodes
OCI
Format CodeOfficial
Code formatting for multiple languages
OCI
JSON to TypesOfficial
Generate TypeScript or Python types from JSON
OCI
Language DetectOfficial
Language detection using lingua
OCI
LLM Chat (Mock)Official
Mock LLM chat for testing
OCI
Stable Diffusion (Mock)Official
Mock image generation for testing
CML
Qwen3.5-0.8B (CoreML)Official
Ultra-lightweight on-device LLM for iPhone Neural Engine
Qwen3.5-0.8BCoreMLiOS 17+Neural Engine
CML
WhisperKit (CoreML)Official
On-device speech recognition using pre-compiled CoreML Whisper
argmaxinc/whisperkitCoreMLiOS 17+Neural Engine
CML
Kokoro TTS (CoreML)Official
Ultra-lightweight on-device text-to-speech for iOS
Kokoro-82MCoreMLiOS 17+Neural Engine
WASM
HashOfficial
SHA-256, MD5, and Blake3 hash computation
WASM
JSONOfficial
JSON processing with jq-like operations
WASM
CSVOfficial
CSV processing with JSON conversion and filtering
WASM
Base64Official
Base64 encode and decode operations
WASM
CompressOfficial
Gzip compression and decompression
WASM
RegexOfficial
Regex testing and extraction
WASM
MarkdownOfficial
Markdown to HTML conversion (GFM)
WASM
Markdown TOCOfficial
Generate table of contents from Markdown
WASM
UUIDOfficial
UUID generation (v4, v7)
WASM
QR CodeOfficial
QR code generation from text or URLs
WASM
JWTOfficial
JWT decode and inspect
WASM
SanitizeOfficial
HTML sanitization for XSS protection
WASM
YAMLOfficial
YAML to JSON conversion
WASM
TOMLOfficial
TOML to JSON conversion
WASM
URLOfficial
URL parsing and manipulation
WASM
SlugOfficial
URL slug generation
WASM
SemverOfficial
Semantic version parsing and comparison
WASM
DiffOfficial
Text diff generation
WASM
HighlightOfficial
Syntax highlighting with HTML output
WASM
MinifyOfficial
HTML, CSS, and JS minification
WASM
CronOfficial
Cron expression parsing and next-run calculation
WASM
EchoOfficial
Test cargo that echoes JSON input

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