swap README for HF

chore: align download paths to /Flux/Projects/transformer-analysis/downloads

feat: add pre-materialized Pile corpus cache for repeated eval runs

feat: add eval metrics pipeline (perplexity, paper reference, dashboard overlay)

feat: add eigenvalue staircase sandbox dashboard page

feat: add KDE toggle for histogram plots in weights dashboard

feat: add configurable binning strategy hooks to histogram_utils

feat: add W_Q_gram, W_K_gram, QK_alignment weight types to pipeline

cosmetic dashboard updates

Merge pull request #2 from angerami/claude/suspicious-knuth-abe64c

Overhaul animations dashboard with richer visualizations and export

cosmetic updates to dashboards

removing snapshot functionality; that was a bust

update to use new consolidated dataset naming

Updating to point to new dataset

adding .gitattributes to improve documentation

adding .gitattributes to improve documentation

removing script from version control; tweaking tab ordering in dashboard, weights first now

re-organizing workflow

multiple collected uupdates

fix: recompute NPR in extract_sv_stat when stored column is null

checkpoint model_registry.py before GQA K/V repeat fix

fixed mis-indentation bug

fixed mis-indentation bug

fixed mis-indentation bug

Update requirements file for Python dependencies

Add datasets dependency to HF_requirements.txt

Remove direct torch installation from Dockerfile

Update requirements file for dependencies

Add HF_requirements.txt with required packages

Change COPY command to use dashboards directory

New head correlations functionality

updates to dashboard for singular values

using HF specific requirements

Adding Github action to push to HF

adding per model scale factor freedom; snapshot button in visuals

refactor and rename run and merge scripts

optimizing memory transfer

adding device_utils

tweaks for performance in production runs; updates to dashboards

handling rare linalg.LinAlgError gracefully

handling rare linalg.LinAlgError gracefully

fixing matmul typo

adding license; tweaks to readme, requirements

updating readme.md

documentation; README still has a lot of boiler plate

fixing typos in run/merge; updating dashboards to finally work on HF space

smoothing workflow glitches

ruff delint, format

refactor