Image de couverture de livre

Cross-Family Speculative Decoding for Polish Language Models on Apple~Silicon: An Empirical Evaluation of Bielik~11B with UAG-Extended MLX-LM

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteur principal:	Fonal, Krzysztof
Format:	Preprint
Publié:	2026
Sujets:	Computation and Language
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Bielik 7B v0.1: A Polish Language Model -- Development, Insights, and Evaluation
par: Ociepa, Krzysztof, et autres
Publié: (2024)

Benchmarking On-Device Machine Learning on Apple Silicon with MLX
par: Ajayi, Oluwaseun A., et autres
Publié: (2025)

Advancing Polish Language Modeling through Tokenizer Optimization in the Bielik v3 7B and 11B Series
par: Ociepa, Krzysztof, et autres
Publié: (2026)

Bielik-Minitron-7B: Compressing Large Language Models via Structured Pruning and Knowledge Distillation for the Polish Language
par: Kinas, Remigiusz, et autres
Publié: (2026)

Bielik 11B v3: Multilingual Large Language Model for European Languages
par: Ociepa, Krzysztof, et autres
Publié: (2025)

Bielik Guard: Efficient Polish Language Safety Classifiers for LLM Content Moderation
par: Wróbel, Krzysztof, et autres
Publié: (2026)

Bielik 11B v2 Technical Report
par: Ociepa, Krzysztof, et autres
Publié: (2025)

Bielik-Q2-Sharp: A Comparative Study of Extreme 2-bit Quantization Methods for a Polish 11B Language Model
par: Prejzner, Jakub
Publié: (2026)

Bielik v3 Small: Technical Report
par: Ociepa, Krzysztof, et autres
Publié: (2025)

mlx-snn: Spiking Neural Networks on Apple Silicon via MLX
par: Qin, Jiahao
Publié: (2026)

Dynamic Speculation Lookahead Accelerates Speculative Decoding of Large Language Models
par: Mamou, Jonathan, et autres
Publié: (2024)

Cross-Attention Speculative Decoding
par: Zhong, Wei, et autres
Publié: (2025)

SlimSpec: Low-Rank Draft LM-Head for Accelerated Speculative Decoding
par: Plaksin, Anton, et autres
Publié: (2026)

Self Speculative Decoding for Diffusion Large Language Models
par: Gao, Yifeng, et autres
Publié: (2025)

Dataset of Yul Contracts to Support Solidity Compiler Research
par: Fonal, Krzysztof
Publié: (2025)

3-Model Speculative Decoding
par: Byun, Sanghyun, et autres
Publié: (2025)

Speculative Decoding Across Languages
par: Paudel, Nirajan, et autres
Publié: (2026)

Speculative Decoding with a Speculative Vocabulary
par: Williams, Miles, et autres
Publié: (2026)

Decoding Speculative Decoding
par: Yan, Minghao, et autres
Publié: (2024)

On Speculative Decoding for Multimodal Large Language Models
par: Gagrani, Mukul, et autres
Publié: (2024)

Making Bielik LLM Reason (Better): A Field Report
par: Trybus, Adam, et autres
Publié: (2026)

PLLuM: A Family of Polish Large Language Models
par: Kocoń, Jan, et autres
Publié: (2025)

AdaSD: Adaptive Speculative Decoding for Efficient Language Model Inference
par: Lu, Kuan-Wei, et autres
Publié: (2025)

Speculative Contrastive Decoding
par: Yuan, Hongyi, et autres
Publié: (2023)

DiffuSpec: Unlocking Diffusion Language Models for Speculative Decoding
par: Li, Guanghao, et autres
Publié: (2025)

Recurrent Drafter for Fast Speculative Decoding in Large Language Models
par: Cheng, Yunfei, et autres
Publié: (2024)

Speculate, then Collaborate: Fusing Knowledge of Language Models during Decoding
par: Wang, Ziyao, et autres
Publié: (2025)

Factorization-Error-Free Discrete Diffusion Language Model via Speculative Decoding
par: Fang, Xun, et autres
Publié: (2026)

Accelerating Mobile Language Model via Speculative Decoding and NPU-Coordinated Execution
par: Chen, Zhiyang, et autres
Publié: (2025)

Confidence-Modulated Speculative Decoding for Large Language Models
par: Sen, Jaydip, et autres
Publié: (2025)

Cross-Family Speculative Prefill: Training-Free Long-Context Compression with Small Draft Models
par: Upasani, Shubhangi, et autres
Publié: (2026)

CD4LM: Consistency Distillation and aDaptive Decoding for Diffusion Language Models
par: Liang, Yihao, et autres
Publié: (2026)

Multi-Candidate Speculative Decoding
par: Yang, Sen, et autres
Publié: (2024)

Graph-Structured Speculative Decoding
par: Gong, Zhuocheng, et autres
Publié: (2024)

Flash Interpretability: Decoding Specialised Feature Neurons in Large Language Models with the LM-Head
par: Davies, Harry J
Publié: (2025)

Speculative Verification: Exploiting Information Gain to Refine Speculative Decoding
par: Kim, Sungkyun, et autres
Publié: (2025)

MzansiText and MzansiLM: An Open Corpus and Decoder-Only Language Model for South African Languages
par: Lombard, Anri, et autres
Publié: (2026)

A Multi-Model Adaptation of Speculative Decoding for Classification
par: Roy, Somnath, et autres
Publié: (2025)

Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding
par: Zhang, Jun, et autres
Publié: (2023)

EMS-SD: Efficient Multi-sample Speculative Decoding for Accelerating Large Language Models
par: Ni, Yunsheng, et autres
Publié: (2024)