#Long-context

Showing 24 of 24 repositories tagged #long-context, ranked by stars

InternLM
InternLM
InternLM

Official release of InternLM series (InternLM, InternLM2, InternLM2.5, InternLM3).

Score
0
★ 7.2k ⑂ 508
Python
JIA-Lab-research
JIA-Lab-research
LongLoRA

Code and documents of LongLoRA and LongAlpaca (ICLR 2024 Oral)

Score
88
★ 2.7k ⑂ 285
Python
THUDM
THUDM
LongWriter

[ICLR 2025] LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs

Score
82
★ 1.9k ⑂ 184 +1/day
Python
THUDM
THUDM
LongBench

LongBench v2 and LongBench (ACL 25'&24')

Score
71
★ 1.2k ⑂ 136 +2/day
Python
NVIDIA
NVIDIA
kvpress

LLM KV cache compression made easy

Score
100
★ 1.1k ⑂ 157 +4/day
Python
lucidrains
lucidrains
MEGABYTE-pytorch

Implementation of MEGABYTE, Predicting Million-byte Sequences with Multiscale Transformers, in Pytorch

Score
100
★ 655 ⑂ 55
Python
THUDM
THUDM
LongCite

LongCite: Enabling LLMs to Generate Fine-grained Citations in Long-context QA

Score
53
★ 520 ⑂ 30
Python
huawei-csl
huawei-csl
KVarN

KVarN is a native vLLM KV-cache quantization backend for your agents: 3-5x more context, throughput above FP16, and FP16-level accuracy. Calibration-free, one flag.

Score
94
★ 434 ⑂ 28 +4/day
Python
lucidrains
lucidrains
recurrent-memory-transformer-pytorch

Implementation of Recurrent Memory Transformer, Neurips 2022 paper, in Pytorch

Score
67
★ 424 ⑂ 19
Python
thunlp
thunlp
InfLLM

The code of our paper "InfLLM: Unveiling the Intrinsic Capacity of LLMs for Understanding Extremely Long Sequences with Training-Free Memory"

Score
35
★ 405 ⑂ 40
Python
canarybyte
canarybyte
veridrop

AI API 中转站检测工具:Claude 中转站检测、OpenAI 中转站检测、Gemini 中转站检测,中转站真伪检测、长上下文验证、思维签名验证、中转站红黑榜,自托管开源。

Score
0
★ 191 ⑂ 24 +17/day
Python
Anil-matcha
Anil-matcha
Awesome-GPT-5.6-API-and-Prompts

Awesome GPT-5.6 API prompts, use cases, and integrations — 60 curated real-world cases for OpenAI's latest frontier model.

Score
76
★ 162 ⑂ 30 +1/day
MozerWang
MozerWang
Loong

[EMNLP 2024 (Oral)] Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA

Score
59
★ 155 ⑂ 12 +1/day
Python
QingFei1
QingFei1
LongRAG

[EMNLP 2024] LongRAG: A Dual-perspective Retrieval-Augmented Generation Paradigm for Long-Context Question Answering

Score
18
★ 121 ⑂ 15
Python
lucidrains
lucidrains
perceiver-ar-pytorch

Implementation of Perceiver AR, Deepmind's new long-context attention network based on Perceiver architecture, in Pytorch

Score
33
★ 95 ⑂ 4
Python
nick7nlp
nick7nlp
Counting-Stars

Counting-Stars (★)

Score
29
★ 83 ⑂ 2
Jupyter Notebook
skylight-org
skylight-org
sparse-attention-hub

Advancing the frontier of efficient AI

Score
65
★ 66 ⑂ 13
Python
OpenMOSS
OpenMOSS
Thus-Spake-Long-Context-LLM

a survey of long-context LLMs from four perspectives, architecture, infrastructure, training, and evaluation

Score
6
★ 62 ⑂ 1 +1/day
lucidrains
lucidrains
flash-genomics-model

My own attempt at a long context genomics model, leveraging recent advances in long context attention modeling (Flash Attention + other hierarchical methods)

Score
0
★ 54 ⑂ 5
Python
MiG-NJU
MiG-NJU
EvoEmbedding

EvoEmbedding: Evolvable Representations for Long-Context Retrieval and Agentic Memory

Score
41
★ 52 ⑂ 1 +1/day
Python
VectifyAI
VectifyAI
ConDB

ConDB: The KV-Cache Native Context Database

Score
47
★ 43 ⑂ 7 +3/day
Python
sylvain-wei
sylvain-wei
TIME

[NeurIPS 2025 D&B (Spotlight🌟)] TIME: A Multi-level Benchmark for Temporal Reasoning of LLMs in Real-World Scenario

Score
12
★ 33 ⑂ 0 +1/day
Python
DBarr3
DBarr3
Unlimited-Context-LLM

Unlimited context for Ai — give any LLM a billion-token memory. Open-source, local-first context + memory engine for agents. 🧠⚡

Score
24
★ 26 ⑂ 1
Python
OpenMOSS
OpenMOSS
ReAttention

[ICLR2025] ReAttention, a training-free approach to break the maximum context length in length extrapolation

Score
0
★ 14 ⑂ 1
Python
Related Topics
#llm#rag#large-language-model#large-language-models#benchmark#transformers#deep-learning#memory#inference#kv-cache#python#artificial-intelligence

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