LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs
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Updated
Sep 3, 2024 - Python
LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs
Implementation of NAACL 2024 Outstanding Paper "LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models"
[COLM 2024] TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding
Counting-Stars (★)
Codes for the paper "∞Bench: Extending Long Context Evaluation Beyond 100K Tokens": https://arxiv.org/abs/2402.13718
awesome llm plaza: daily tracking all sorts of awesome topics of llm, e.g. llm for coding, robotics, reasoning, multimod etc.
Implementation of 💍 Ring Attention, from Liu et al. at Berkeley AI, in Pytorch
Code and documents of LongLoRA and LongAlpaca (ICLR 2024 Oral)
[ACL 2024] LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding
Official release of InternLM2.5 base and chat models. 1M context support
Implementation of Infini-Transformer in Pytorch
Transformers with Arbitrarily Large Context
open-source code for paper: Retrieval Head Mechanistically Explains Long-Context Factuality
This is the official repo of "QuickLLaMA: Query-aware Inference Acceleration for Large Language Models"
This is the official implementation of the paper "Needle In A Multimodal Haystack"
The official repo for "LLoCo: Learning Long Contexts Offline"
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.
PyTorch implementation of Infini-Transformer from "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention" (https://arxiv.org/abs/2404.07143)
Implementation of MEGABYTE, Predicting Million-byte Sequences with Multiscale Transformers, in Pytorch
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