# GLiDE model sizes and sources

> GLiDE is Fastino's decision model built on Qwen3.8-27B. It reads text, JSON or images and has hosted access and weights under a community licence.

Updated 2026-11-04 (Australia/Adelaide)

By Fastino · Weights repository upload: 2026-10-19 · OPEN

Fastino's big decision model, built on Qwen3.8-27B: give it text, JSON or images plus typed questions and it returns a probability for every option, with nothing generated. The weights are on Hugging Face under Fastino's own community licence, and Fastino also hosts it as an API. The date is when the weights repository went up; the version scored on the index is 1.2.

## Facts

- Base: Qwen3.8-27B; 52.2 GB of bf16 weights, needs one 80 GB GPU
- Licence: Fastino community licence (not a standard open-source licence)
- Access: Weights on Hugging Face, or Fastino's hosted System One API

## Claims and sources

- **VENDOR-REPORTED**: Fastino says [GLiDE](<https://decisionmodels.ai/models/glide>) 1.2 is #1 of 229 models on Decision Index 0.4.1 (as of 22 Oct 2026) [source](<https://huggingface.co/fastino/GLiDE>)
- **INDEPENDENT**: In the index's public data (release 0.4.1, generated 22 Oct 2026), [GLiDE](<https://decisionmodels.ai/models/glide>) 1.2 is first of 228 entries on the full score (71.52), ahead of jeffan-31b (69.75) and [mammoth-1](<https://decisionmodels.ai/models/baseten-mammoth>) (68.44); [mammoth-1](<https://decisionmodels.ai/models/baseten-mammoth>) leads both public-benchmark scores. In the index's 29 Oct data, [GLiDE](<https://decisionmodels.ai/models/glide>) is second of 247, behind [KnowLine](<https://decisionmodels.ai/models/knowline>) 31B Gen1 (71.86) [source](<https://huggingface.co/spaces/multimodalart/jev-decision-index>)

## Links

- [Source: Hugging Face](<https://huggingface.co/fastino/GLiDE>)
- [Source: API docs](<https://docs.fastino.ai/inference/systemone>)
- [Source: Decision Index](<https://huggingface.co/spaces/multimodalart/jev-decision-index>)

[Other models by Fastino: GLiNER2.5-Decide](<https://decisionmodels.ai/models/gliner25-decide>)

[JevBench scores and methodology](<https://decisionmodels.ai/jevbench>)

## Related projects

No related projects are listed in the registry.