The Annotated S4 (srush.github.io) | HN Screenshots

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Screenshot of srush.github.io: The Annotated S4

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Screenshot of arxiv.org: Scalable MatMul-Free Language Modeling

Scalable MatMul-Free Language Modeling (arxiv.org)

177 points by lykahb 2 years ago | 27 comments

Screenshot of hao-ai-lab.github.io: Consistency LLM: converting LLMs to parallel decoders accelerates inference 3.5x

Consistency LLM: converting LLMs to parallel decoders accelerates inference 3.5x (hao-ai-lab.github.io)

447 points by zhisbug 2 years ago | 94 comments

Hao AI Lab blog post introducing Consistency LLMs, a method that fine-tunes LLMs into parallel Jacobi decoders to speed up inference about 3.5x.

consistency-llm llm-inference parallel-decoding jacobi-decoding

Screenshot of arxiv.org: Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Mamba: Linear-Time Sequence Modeling with Selective State Spaces (arxiv.org)

76 points by anigbrowl 2 years ago | 20 comments

Screenshot of arxiv.org: Unlimiformer: Long-Range Transformers with Unlimited Length Input

Unlimiformer: Long-Range Transformers with Unlimited Length Input (arxiv.org)

315 points by shishy 3 years ago | 97 comments

Screenshot of chuny1.github.io: 3D-GPT: Procedural 3D Modeling with Large Language Models

3D-GPT: Procedural 3D Modeling with Large Language Models (chuny1.github.io)

50 points by ganzuul 2 years ago | 9 comments

Screenshot of arxiv.org: Llama 2 Long

Llama 2 Long (arxiv.org)

108 points by apsec112 3 years ago | 23 comments