# mammoth-1 27B

> Source: <https://tokenstead.ai/models/mammoth-1>
> Published: 2026-10-23 16:33:36+00:00

mammoth-1 is a model with one job: filling in forms. Hand it a support ticket and a question with a fixed set of answers, and it returns a confidence number per option in one forward pass. No paragraph is written, no tokens stream; think of a data-entry clerk who reads the whole document and stamps a box. It exists because routing, classification and gating need decisions at scale, and generating text to decide something is wasteful. Reach for it when every request needs a judgment and cost per judgment matters. Honest status: weights on HuggingFace (MIT), the #1-of-208 Jev-index claim is vendor-stated; probabilities are verifiable in an afternoon.

decision-model
classification
routing
local

- Parameters
- 
          27.0B
        

- Context
- 32k

- License
- mit

- Origin
- 
          🇺🇸
          USA
        

- Released
- Oct 2026

 
PRICE HISTORY

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