| --- |
| title: README |
| emoji: ⚡ |
| colorFrom: gray |
| colorTo: purple |
| sdk: static |
| pinned: false |
| --- |
| # Logitlab |
|
|
| Small models that answer from their logits. |
|
|
| We build **snap**, an open-source engine that turns a language model into a |
| typed decision function: one forward pass, a softmax over the option letters, |
| no generated text. Choice, yes/no, score and numeric questions come back as |
| calibrated probabilities, locally, through a Jev-compatible |
| `POST /v1/systemone` API. |
|
|
| - **Engine:** [github.com/emnlmn/snap](https://github.com/emnlmn/snap) (MIT) |
| - **Docs:** [emnlmn.github.io/snap](https://emnlmn.github.io/snap/) |
| - **Models:** fine-tuned for the letter readout, released as GGUF. `snap1` is coming soon. |
