metadata
license: apache-2.0
pretty_name: xai studies
language:
- en
tags:
- research
- explainable-ai
- moe
- inkling
- kimi-k3
- offline
task_categories:
- other
size_categories:
- n<1K
configs:
- config_name: catalog
data_files: catalog/models.csv
xai-studies
xai = explainable AI. Offline mirror of lyffseba/xai.
| GitHub | lyffseba/xai |
| portal | spaces/lyffseba/xai |
use
python3 studies/run.py test
No pip. No network.
catalog
| id | name | status | total | active | ctx | experts |
|---|---|---|---|---|---|---|
| inkling | Inkling | weights_public | 975B | 41B | 1048576 | 6/256+2 shared |
| kimi-k3 | Kimi K3 | api_live_weights_pending | 2.8T | 1048576 | 16/896 | |
| laguna-s-2.1 | Laguna S 2.1 | weights_public | 118B | 8B | 1048576 | 10/256+1 shared |
contents
catalog/
studies/models/inkling|kimi-k3/ book · code-study · reference · derived
studies/shared/
studies/run.py
dissertation/
START_HERE.md
facts
- Inkling: ~975B / 41B · 6/256+2 · relative PE · SWA/global · image+audio · 1M
- Laguna S 2.1: 118B / 8B · 10/256+1 · 12G/36SWA · YaRN · 1M · agentic coding
- Kimi K3: 2.8T · 16/896 · KDA+AttnRes · 1M · active undisclosed
limitations
Not a training corpus. Not affiliated with Thinking Machines or Moonshot.
K3 structure incomplete until weights/tech report. Upstream extracts keep original licenses.
citation
@misc{lyffseba_xai_studies,
title = {xai-studies: offline notes on Inkling and Kimi K3},
author = {lyffseba},
year = {2026},
url = {https://huggingface.co/datasets/lyffseba/xai-studies}
}