| --- |
| 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](https://github.com/lyffseba/xai). |
|
|
| | | | |
| |---|---| |
| | GitHub | [lyffseba/xai](https://github.com/lyffseba/xai) | |
| | portal | [spaces/lyffseba/xai](https://huggingface.co/spaces/lyffseba/xai) | |
|
|
| ## use |
|
|
| ``` |
| python3 studies/run.py test |
| ``` |
|
|
| No pip. No network. |
|
|
| ## catalog |
|
|
| [`catalog/models.csv`](catalog/models.csv) |
|
|
| | 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 |
| |
| ```bibtex |
| @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} |
| } |
| ``` |
| |
