# cactus-compute/needle

<https://repo.masters-masters.com/en/repos/cactus-compute/needle>

[Home](https://repo.masters-masters.com/en) › [cactus-compute](https://repo.masters-masters.com/en/owners/cactus-compute) › [needle](https://repo.masters-masters.com/en/repos/cactus-compute/needle)

cactus-compute/needle has 14,460 stars on GitHub. Its RepoMasters card: Stable tier. Automation foundation model for tiny devices: 2-bit, 8-29 MB, tool calls…

| Field | Value |
| --- | --- |
| Owner | [cactus-compute](https://repo.masters-masters.com/en/owners/cactus-compute) |
| Stars | 14,460 |
| Forks | 1,011 |
| Language | [Python](https://repo.masters-masters.com/en/languages/python) |
| License | Apache-2.0 |
| Created | 2026 |
| Topics | cactus, llm, on-device-ai, edge-ai, foundation-model, function-calling, tinyml, tool-calling |
| Tier | [Stable (5,000 to 19,999 ★)](https://repo.masters-masters.com/en/ranks/cult) |
| View on GitHub | [cactus-compute/needle](https://github.com/cactus-compute/needle) |

## Repository

Automation foundation model for tiny devices: 2-bit, 8-29 MB, tool calls, ASR, structured extraction and embeddings on phones, wearables, smart homes, robots, cars and microcontrollers.

The tier for repos with 5,000 to 19,999 ★. Published odds per card pulled: 0.9%. Rarity: Very rare.

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Data: GitHub · Illustration: the project’s public image, pixelated by RepoMasters.