Finetuning and evaluating LLMs to extract GHG emissions from PDF reports using RAG and grammar-based decoding.
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Updated
Mar 22, 2024 - TeX
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
needle in a haystack for LLMs
Streamlined variant of Long-Range Arena with pinned dependencies, automated data downloads, and deterministic shuffling.
[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
"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.
RAN: Recurrent Attention Networks for Long-text Modeling | Findings of ACL23
The official implementation of "Ada-LEval: Evaluating long-context LLMs with length-adaptable benchmarks"
My own attempt at a long context genomics model, leveraging recent advances in long context attention modeling (Flash Attention + other hierarchical methods)
Counting-Stars (★)
awesome llm plaza: daily tracking all sorts of awesome topics of llm, e.g. llm for coding, robotics, reasoning, multimod etc.
Implementation of paper "LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models"
Implementation of Perceiver AR, Deepmind's new long-context attention network based on Perceiver architecture, in Pytorch
Implementation of Infini-Transformer in Pytorch
The official repo for "LLoCo: Learning Long Contexts Offline"
open-source code for paper: Retrieval Head Mechanistically Explains Long-Context Factuality
LooGLE: Long Context Evaluation for Long-Context Language Models
LongAlign: A Recipe for Long Context Alignment Encompassing Data, Training, and Evaluation
TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding
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