feat: add OLMoE grokking region based on arxiv 2506.21551 Figure 1

fix: using short tab name

feat: add OLMoE-1B-7B-0924 training dynamics tab

fix 动态检测：该step是否有分片文件

fix. remove debug

fix change tab_name from Pythia Training Dynamics to Pythia

debug data same issue

debug data same issue. 2.8 using sharded.

debug data same issue

debug data same issue

debug all layers data are same issue

删除2.8错误csv

debug for 2.8b get the same data issue.

fix: rename Q_ssr to ssr in pythia_scanner.py, tab_pythia.py, and migrate existing CSVs

del /data/pythia_2.8b_ssr_20260603_111813.csv

fix: support sharded safetensors and F16 dtype for Pythia 1.4b/2.8b

删除临时删除/data/pythia_2.8b_ssr_20260602_233001.csv的code

app.py临时加删除代码,删除/data/pythia_2.8b_ssr_20260602_233001.csv

bug fix: model name changes to low-capital

按架构写JSON，补充1B、1.4B、2.8B

add Pythia 1B,1.4B, 2.8B to the list.

改错:错误只是Gradio不让直接返回/data路径的文件

feat: add Pythia training dynamics tab

update README. include all 6 UI tabs

refactor(ui): translate tab_inspect.py to English

fix: prevent dirty DB entries from mistyped model IDs; add cascading model delete

改动汇总

Models analyzed after app startup did not appear in the Tab 6 model selector.

Two independent changes in one commit:

The condition number κ has extreme dynamic range across layers:

fix(plot): correct export return value count (5→6)

```

Three UX issues reported on Tab 5 Interactive view:

add matplotlib and plotly to requirements

Add `core/plotter.py` and `ui/tab_plot.py` to generate Nature/PRL-standard

Bug 原因 修复

feat(db+ui): add modality dimension & migrate legacy data

| 文件 | 改动 |

add README for project.

改动点（相对旧版）：

add function to wright analyze result into sqlite.

add 2 UI tabs.

feat：write 5 laws's data into sqlite.

fix copy 2 times error

feat: add global debug switch and unified debug logging system

debug for gemma-4-31b-it

debug gemma-4-31b-it 2 code ,2 result issue

add debug info for gemma-4-31b-it

adjust 推荐模型的md，空2格使md换行

debug for gemma-4-31b-it layer 0, KV head 0