"pre-training" Papers

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$100K or 100 Days: Trade-offs when Pre-Training with Academic Resources

Apoorv Khandelwal, Tian Yun, Nihal V. Nayak et al.

COLM 2025paperarXiv:2410.23261
6
citations

Efficient Construction of Model Family through Progressive Training Using Model Expansion

Kazuki Yano, Sho Takase, Sosuke Kobayashi et al.

COLM 2025paperarXiv:2504.00623
5
citations

Spike No More: Stabilizing the Pre-training of Large Language Models

Sho Takase, Shun Kiyono, Sosuke Kobayashi et al.

COLM 2025paperarXiv:2312.16903
31
citations