Commit History

fix: revert PyTorch + redirect cache to /tmp for A100
73e9c10

Evgueni Poloukarov Claude commited on

fix: upgrade PyTorch to 2.4.0+ for H200/SM_90 GPU support
d2f9ff2

Evgueni Poloukarov Claude commited on

fix: reduce context window to 1125 hours (1.5 months) for A100-80GB
d080539

Evgueni Poloukarov Claude commited on

fix: revert to Gradio 4.44.0 (known working state)
306322f

Evgueni Poloukarov Claude commited on

fix: pin Gradio to 5.50.0 in both README.md and requirements.txt
aebef21

Evgueni Poloukarov Claude commited on

fix: update sdk_version to 5.6.0 to match Gradio 5.x in requirements.txt
deffe44

Evgueni Poloukarov Claude commited on

fix: upgrade Gradio to 5.x for HF Spaces compatibility
65de1a1

Evgueni Poloukarov Claude commited on

fix: reduce context window to 1,800 hours (75 days) for A100-80GB VRAM limits
f7735d6

Evgueni Poloukarov Claude commited on

fix: reduce batch_size to 32 for 2,160-hour context window
40b0931

Evgueni Poloukarov Claude commited on

fix: enable multi-GPU distribution and optimize for 2x24GB VRAM
e5de9d8

Evgueni Poloukarov Claude commited on

feat: extend context window to 3 months (2,160 hours) for 96GB VRAM
e1f5207

Evgueni Poloukarov commited on

debug: add GPU memory profiling diagnostics to identify 36GB baseline usage
3254242

Evgueni Poloukarov commited on

fix: reduce context to 1,440 hours (60 days) - testing GPU memory limit
5ff6f25

Evgueni Poloukarov commited on

fix: reduce context window to 1,792 hours (75 days) to fit 48GB GPU memory
8ff9099

Evgueni Poloukarov Claude commited on

fix: update run_forecast() default context_hours to 2,160
b415279

Evgueni Poloukarov Claude commited on

feat: force HuggingFace Space rebuild for 3-month context experiment
2d27dc6

Evgueni Poloukarov Claude commited on

feat: extend context window to 3 months (2,160 hours) for deeper pattern learning
1130ee0

Evgueni Poloukarov Claude commited on

docs: correct feature count (2,514 actual, not 3,043 claimed)
27ce714

Evgueni Poloukarov commited on

fix: convert both context and future DataFrames to float64
2e13800

Evgueni Poloukarov Claude commited on

chore: force HF Space rebuild (cache bust v1.4.1)
debb5f2

Evgueni Poloukarov commited on

fix: handle NaN in dtype alignment using pd.to_numeric()
0bb8c81

Evgueni Poloukarov Claude commited on

ci: force new build - update version to 1.4.0
d8bc441

Evgueni Poloukarov commited on

ci: add version marker to force HF Space cache invalidation
d19f2b6

Evgueni Poloukarov commited on

ci: force HF Space rebuild with requirements.txt cache bust (v1.4.0)
f93b318

Evgueni Poloukarov commited on

ci: trigger HF Space rebuild for category name fix
167b29a

Evgueni Poloukarov commited on

fix: correct feature category name (historical not historical_only)
a2c07c4

Evgueni Poloukarov commited on

feat: implement past-only covariate masking for volatility capture
069627f

Evgueni Poloukarov Claude commited on

revert: remove hour-aware adaptive quantile selection (61% MAE degradation)
ff9fbcf

Evgueni Poloukarov Claude commited on

fix: correct display text - amazon/chronos-2 (120M params) not 710M
31352ec

Evgueni Poloukarov commited on

feat: implement hour-aware adaptive quantile selection for hourly accuracy
3ac5032

Evgueni Poloukarov commited on

feat: add 396 volatility features for zero-shot forecast improvement
a57b996

Evgueni Poloukarov Claude commited on

feat: add integer rounding + validation notebook for all 132 borders
7f2c237

Evgueni Poloukarov Claude commited on

fix: align dtypes between context and future DataFrames for Chronos-2
de602fd

Evgueni Poloukarov Claude commited on

fix: correct Polish border targets - use directional flows (132 targets)
dcc56de

Evgueni Poloukarov Claude commited on

fix: expand context window from 128h to 504h (21 days)
c366480

Evgueni Poloukarov commited on

fix: CRITICAL timestamp bug causing 313 vs 336 hour mismatch + validation
67808ce

Evgueni Poloukarov commited on

refactor: improve Marimo notebook readability with proper number formatting
2a32f6f

Evgueni Poloukarov commited on

fix: resolve all Marimo notebook errors (path, indexing, variable names)
6331963

Evgueni Poloukarov commited on

feat: complete detailed evaluation with all 14 daily metrics + comprehensive Marimo notebook
b2daca7

Evgueni Poloukarov commited on

docs: add comprehensive handover guide and archive test scripts
a321b61

Evgueni Poloukarov commited on

feat: complete October 2024 evaluation with 15.92 MW D+1 MAE (88% better than target)
f7513cb

Evgueni Poloukarov commited on

docs: comprehensive Session 11 summary with GPU upgrade path and blocker status
20e09fc

Evgueni Poloukarov commited on

perf: upgrade to A100-large GPU (40-80GB) for multivariate forecasting
0405814

Evgueni Poloukarov commited on

perf: upgrade to A10G GPU (24GB) for memory headroom
deace48

Evgueni Poloukarov commited on

perf: reduce context window from 256h to 128h to fit L4 GPU memory
4be9db4

Evgueni Poloukarov commited on

fix: force rebuild with version bump to v1.2.0 (batch_size=32 optimization)
239885b

Evgueni Poloukarov commited on

docs: add CRITICAL git workflow rule for HF Space deployment
38f4bc1

Evgueni Poloukarov Claude commited on

docs: update activity.md with Session 11 progress
caf0333

Evgueni Poloukarov Claude commited on

fix: reduce batch_size to 32 and quantiles to 3 for GPU memory optimization
7a9aff9

Evgueni Poloukarov Claude commited on

fix: move GPU cache clearing to START of border loop
b8daa7e

Evgueni Poloukarov Claude commited on