Björn Bebensee

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upvoted a paper 2 months ago

LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error

Paper • 2403.04746 • Published Mar 7 • 21

upvoted 2 papers 3 months ago

The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits

Paper • 2402.17764 • Published Feb 27 • 566

Large Language Models as Zero-shot Dialogue State Tracker through Function Calling

Paper • 2402.10466 • Published Feb 16 • 16

upvoted 4 papers 4 months ago

Infini-gram: Scaling Unbounded n-gram Language Models to a Trillion Tokens

Paper • 2401.17377 • Published Jan 30 • 32

Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling

Paper • 2401.16380 • Published Jan 29 • 45

Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads

Paper • 2401.10774 • Published Jan 19 • 50

Sleeper Agents: Training Deceptive LLMs that Persist Through Safety Training

Paper • 2401.05566 • Published Jan 10 • 23

upvoted 4 papers 7 months ago

Distil-Whisper: Robust Knowledge Distillation via Large-Scale Pseudo Labelling

Paper • 2311.00430 • Published Nov 1, 2023 • 53

BitNet: Scaling 1-bit Transformers for Large Language Models

Paper • 2310.11453 • Published Oct 17, 2023 • 94

Llemma: An Open Language Model For Mathematics

Paper • 2310.10631 • Published Oct 16, 2023 • 43

In-Context Pretraining: Language Modeling Beyond Document Boundaries

Paper • 2310.10638 • Published Oct 16, 2023 • 26

upvoted 5 papers 8 months ago

Baichuan 2: Open Large-scale Language Models

Paper • 2309.10305 • Published Sep 19, 2023 • 16

CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages

Paper • 2309.09400 • Published Sep 17, 2023 • 77

Contrastive Decoding Improves Reasoning in Large Language Models

Paper • 2309.09117 • Published Sep 17, 2023 • 37

Uncovering mesa-optimization algorithms in Transformers

Paper • 2309.05858 • Published Sep 11, 2023 • 11

PhotoVerse: Tuning-Free Image Customization with Text-to-Image Diffusion Models

Paper • 2309.05793 • Published Sep 11, 2023 • 50

upvoted a paper 9 months ago

One Wide Feedforward is All You Need

Paper • 2309.01826 • Published Sep 4, 2023 • 31

upvoted 3 papers 11 months ago

Long-range Language Modeling with Self-retrieval

Paper • 2306.13421 • Published Jun 23, 2023 • 15

H_2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models

Paper • 2306.14048 • Published Jun 24, 2023 • 11

Full Parameter Fine-tuning for Large Language Models with Limited Resources

Paper • 2306.09782 • Published Jun 16, 2023 • 28