
20 | Building @creat8rlabs | Building. Learning. Experimenting.
NVIDIA GeForce RTX 5090
Joined February 2026
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Hasif retweeted
TamilLM has finished pre-training. 🎉
30 billion tokens. 57,221 steps. 1.5B parameters. ~48 hours of H100 time across two clusters (one of which our own safety guard assassinated 90 seconds after the first finish — the resumed re-run reproduced the lost model to four decimal places).
Final report card, measured across ten registers of Tamil:
📜 Classical Sangam: 6.08 → 3.50
🕉️ Bhakti devotional: 6.66 → 3.67
📖 Literary prose: 4.69 → 2.87
🗞️ Modern formal: 4.52 → 2.69
Overall held-out loss: 4.61 → 2.84
The hard old registers — the reason this model exists — improved the most, all the way to the final step.
Every checkpoint integrity-verified. Three copies on three storage domains before the GPUs go quiet. ~$2.2K all-in, failures and forensics included.
It already completes the first Thirukkural from three words. Next: post-training, so it doesn't just continue Tamil — it converses in it. வளர்க தமிழ்🌱
P.S. Now looking for name suggestions for the model - as TamilLM is already taken on HF. Drop a comment with a model name - and the name with the most likes wins! 😃




