Official release of InternLM2 7B and 20B base and chat models. 200K context support
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Updated
Apr 22, 2024 - Python
Official release of InternLM2 7B and 20B base and chat models. 200K context support
Code and documents of LongLoRA and LongAlpaca (ICLR 2024 Oral)
Implementation of MEGABYTE, Predicting Million-byte Sequences with Multiscale Transformers, in Pytorch
Transformers with Arbitrarily Large Context
LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding
Implementation of Recurrent Memory Transformer, Neurips 2022 paper, in Pytorch
Implementation of 💍 Ring Attention, from Liu et al. at Berkeley AI, in Pytorch
The code of our paper "InfLLM: Unveiling the Intrinsic Capacity of LLMs for Understanding Extremely Long Sequences with Training-Free Memory"
PyTorch implementation of Infini-Transformer from "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention" (https://arxiv.org/abs/2404.07143)
Codes for the paper "∞Bench: Extending Long Context Evaluation Beyond 100K Tokens": https://arxiv.org/abs/2402.13718
LongQLoRA: Extent Context Length of LLMs Efficiently
TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding
LooGLE: Long Context Evaluation for Long-Context Language Models
LongAlign: A Recipe for Long Context Alignment Encompassing Data, Training, and Evaluation
open-source code for paper: Retrieval Head Mechanistically Explains Long-Context Factuality
Implementation of Perceiver AR, Deepmind's new long-context attention network based on Perceiver architecture, in Pytorch
The official repo for "LLoCo: Learning Long Contexts Offline"
Implementation of Infini-Transformer in Pytorch
Implementation of paper "LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models"
awesome llm plaza: daily tracking all sorts of awesome topics of llm, e.g. llm for coding, robotics, reasoning, multimod etc.
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