Erik Schultheis
2 Publications
2026 |
Published |
Conference Paper |
IST-REx-ID: 21932 |
LLMQ: Efficient lower-precision LLM training for consumer GPUs
E. Schultheis, D.-A. Alistarh, in:, 2nd Conference on Parsimony and Learning, ML Research Press, 2026, pp. 265–284.
[Published Version]
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| Files available
E. Schultheis, D.-A. Alistarh, in:, 2nd Conference on Parsimony and Learning, ML Research Press, 2026, pp. 265–284.
2025 |
Published |
Conference Paper |
IST-REx-ID: 22826 |
Hogwild! Inference: Parallel LLM generation via concurrent attention
G. Rodionov, R. Garipov, A. Shutova, G. Yakushev, E. Schultheis, V. Egiazarian, A. Sinitsin, D. Kuznedelev, D.-A. Alistarh, in:, 39th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2025, pp. 52014–52055.
[Published Version]
View
| DOI
| Download Published Version (ext.)
G. Rodionov, R. Garipov, A. Shutova, G. Yakushev, E. Schultheis, V. Egiazarian, A. Sinitsin, D. Kuznedelev, D.-A. Alistarh, in:, 39th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2025, pp. 52014–52055.
Grants
2 Publications
2026 |
Published |
Conference Paper |
IST-REx-ID: 21932 |
LLMQ: Efficient lower-precision LLM training for consumer GPUs
E. Schultheis, D.-A. Alistarh, in:, 2nd Conference on Parsimony and Learning, ML Research Press, 2026, pp. 265–284.
[Published Version]
View
| Files available
E. Schultheis, D.-A. Alistarh, in:, 2nd Conference on Parsimony and Learning, ML Research Press, 2026, pp. 265–284.
2025 |
Published |
Conference Paper |
IST-REx-ID: 22826 |
Hogwild! Inference: Parallel LLM generation via concurrent attention
G. Rodionov, R. Garipov, A. Shutova, G. Yakushev, E. Schultheis, V. Egiazarian, A. Sinitsin, D. Kuznedelev, D.-A. Alistarh, in:, 39th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2025, pp. 52014–52055.
[Published Version]
View
| DOI
| Download Published Version (ext.)
G. Rodionov, R. Garipov, A. Shutova, G. Yakushev, E. Schultheis, V. Egiazarian, A. Sinitsin, D. Kuznedelev, D.-A. Alistarh, in:, 39th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2025, pp. 52014–52055.