VegaML
VegaML is a Python package for making typed decisions from text or images using a frozen language model and a physics engine. It returns choices, scores, or boolean probabilities with calibrated probabilities, conformal answer sets, and an abstain flag.
What it does
Developers can use it to classify and score business records, route cases, or assess risk with outputs their code can consume.
- Availability
- Install with pip install vegaml
- Pricing model
- Not established
- Deployment
- Runs on your own hardware; CPU and Apple silicon are supported, as well as GPUs
- Privacy
- No text is generated anywhere in the path
- Licence
- Not established
Capability
Modality
Access
Deployment
Pricing
Target user
Evidence
5 claims- The package returns a choice, a 0-to-1 score, or the probability that a statement is true. [1]
choice, a 0 to 1 score, or the probability that a statement is true.
GitHub new repositories. Quoted text is outside CC BY 4.0 and keeps its original rights. - Each answer carries a calibrated probability, a conformal answer set, and an abstain flag. [1]
probability, a conformal answer set and an explicit abstain flag.
GitHub new repositories. Quoted text is outside CC BY 4.0 and keeps its original rights. - From version 0.12, users can attach a base model locally using text from their domain. [1]
- Inference can run on the user's own hardware, including CPU and Apple silicon. [1]
- The package can be installed with pip install vegaml. [1]
Sources
1
1
GitHub new repositoriesOwner-controlled
https://github.com/NandhaKishorM/vegaml
Retrieved 2026-10-27 01:17 UTC
Verified
Versions
5| Version | Effective | Change | Changed fields | State |
|---|---|---|---|---|
| 5 | 2026-10-18 17:57 UTC | material change | capability, modality, access, deployment, availability, deployment | Current |
| 4 | 2026-10-17 18:48 UTC | material change | capability, modality, access, availability, deployment | Current |
| 3 | 2026-10-15 20:33 UTC | material change | capability, modality, access, availability, deployment | Current |
| 2 | 2026-10-14 21:24 UTC | material change | capability, access, deployment, availability | Current |
| 1 | 2026-10-13 22:16 UTC | publication | None | Current |
In briefs
1- An open model for tool-using agents, plus a checkpoint to fine-tune Daily brief 2026-10-13
Original catalog content is licensed under CC BY 4.0, attributed to wowsuchai. Source quotations and linked content keep their original rights.