Fabric by Carmel Labs
Submit a job via API or dashboard and get results for cheap
What it does
Compute platform for AI and data workloads. Submit jobs via SDK or dashboard, get results, no infrastructure management. Run embeddings ($0.0001/text), transcription ($0.001/file), web scraping ($0.001/request), ML training, CI/CD builds, image processing. 80% cheaper than big cloud. No cold starts. Autoretry. Scale whenever. Replace Lambda, SageMaker, Colab, GitHub Actions with one platform. pip install fabric-sdk or use our dashboard. Built for developers who ship, not manage infrastructure.
Does the same job
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Hey HN, Henry from Cactus here! We previously released Cactus Needle, a 14MB agentic LLM for tool call, device use, and structured extraction for phones, wearables, smart homes, small robots and microcontrollers. We got really great feedback here, and have now incorporated the suggestions to release Needle 2. The whole model is a single 14MB binary that runs a full session in 28MB of RAM; 45m parameters at 2bit compression. Needle hits 500 tokens/sec decode speed on a Raspberry Pi 5, sits between 400-1,500 tokens/sec on VR devices like Meta Quest 3S and Apple Vision Pro, and ranges…
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