Skip to content

Record:Add TTT-LoRA 512d submission (val_bpb=1.1957)#161

Open
santosh5541 wants to merge 2 commits intoopenai:mainfrom
santosh5541:record-ttt-lora
Open

Record:Add TTT-LoRA 512d submission (val_bpb=1.1957)#161
santosh5541 wants to merge 2 commits intoopenai:mainfrom
santosh5541:record-ttt-lora

Conversation

@santosh5541
Copy link

@santosh5541 santosh5541 commented Mar 20, 2026

Summary

TTT-LoRA 512d 8h 4kv warmdown-3000 submission for track_10min_16mb.

  • Hardware: 8x H100 SXM
  • Training capped at 10 minutes

Results

Metric Value
Final val_bpb (TTT-LoRA) 1.1957
Roundtrip val_bpb (int8+zlib) 1.23159247
Δ nats (compression gap) 0.0606
Submission size 15,880,385 bytes
Steps completed 11,387
Track track_10min_16mb

Validation

This submission is self-validated.

  • Training completed within 600s wallclock
  • Final compressed artifact size under 16MB
  • Exact evaluation metrics logged in train.log
  • Uses final_int8_ttt_lora evaluation path

Reproducibility

  • Full training log included (train.log)
  • Training command available in README
  • Results reproducible with provided configuration

Files Included

  • README.md
  • submission.json
  • train.log
  • train_gpt.py

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant