[DEPRECIATED] Very fast, large music transformer with 8k sequence length, efficient heptabit MIDI notes encoding, true full MIDI instruments range, chords counters and outro tokens
-
Updated
Nov 23, 2023 - Python
[DEPRECIATED] Very fast, large music transformer with 8k sequence length, efficient heptabit MIDI notes encoding, true full MIDI instruments range, chords counters and outro tokens
Streamlined variant of Long-Range Arena with pinned dependencies, automated data downloads, and deterministic shuffling.
needle in a haystack for LLMs
Implementation of Infini-Transformer in Pytorch
Finetuning and evaluating LLMs to extract GHG emissions from PDF reports using RAG and grammar-based decoding.
Mamba: Linear-Time Sequence Modeling with Selective State Spaces
"Found in the Middle: How Language Models Use Long Contexts Better via Plug-and-Play Positional Encoding" Zhenyu Zhang, Runjin Chen, Shiwei Liu, Zhewei Yao, Olatunji Ruwase, Beidi Chen, Xiaoxia Wu, Zhangyang Wang.
Counting-Stars (★)
The official implementation of "Ada-LEval: Evaluating long-context LLMs with length-adaptable benchmarks"
RAN: Recurrent Attention Networks for Long-text Modeling | Findings of ACL23
Implementation of Perceiver AR, Deepmind's new long-context attention network based on Perceiver architecture, in Pytorch
awesome llm plaza: daily tracking all sorts of awesome topics of llm, e.g. llm for coding, robotics, reasoning, multimod etc.
My own attempt at a long context genomics model, leveraging recent advances in long context attention modeling (Flash Attention + other hierarchical methods)
LooGLE: Long Context Evaluation for Long-Context Language Models
Implementation of paper "LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models"
LongAlign: A Recipe for Long Context Alignment Encompassing Data, Training, and Evaluation
Codes for the paper "∞Bench: Extending Long Context Evaluation Beyond 100K Tokens": https://arxiv.org/abs/2402.13718
The official repo for "LLoCo: Learning Long Contexts Offline"
open-source code for paper: Retrieval Head Mechanistically Explains Long-Context Factuality
Add a description, image, and links to the long-context topic page so that developers can more easily learn about it.
To associate your repository with the long-context topic, visit your repo's landing page and select "manage topics."