Alternatives and similar repositories for Long-Context-Data-Engineering:

Users that are interested in Long-Context-Data-Engineering are comparing it to the libraries listed below

• OpenBMB / InfiniteBench
  Codes for the paper "∞Bench: Extending Long Context Evaluation Beyond 100K Tokens": https://arxiv.org/abs/2402.13718
  ☆313Updated 5 months ago
• HKUNLP / ChunkLlama
  [ICML'24] Data and code for our paper "Training-Free Long-Context Scaling of Large Language Models"
  ☆393Updated 5 months ago
• QwenLM / AutoIF
  ☆263Updated 7 months ago
• OpenLMLab / LEval
  [ACL'24 Outstanding] Data and code for L-Eval, a comprehensive long context language models evaluation benchmark
  ☆374Updated 8 months ago
• princeton-nlp / AutoCompressors
  [EMNLP 2023] Adapting Language Models to Compress Long Contexts
  ☆296Updated 6 months ago
• jzhang38 / EasyContext
  Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.
  ☆705Updated 5 months ago
• hkust-nlp / deita
  Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]
  ☆542Updated 3 months ago
• allenai / reward-bench
  RewardBench: the first evaluation tool for reward models.
  ☆526Updated 3 weeks ago
• THUDM / LongAlign
  [EMNLP 2024] LongAlign: A Recipe for Long Context Alignment of LLMs
  ☆246Updated 3 months ago
• neelsjain / NEFTune
  Official repository of NEFTune: Noisy Embeddings Improves Instruction Finetuning
  ☆393Updated 10 months ago
• GAIR-NLP / ProX
  Offical Repo for "Programming Every Example: Lifting Pre-training Data Quality Like Experts at Scale"
  ☆229Updated last month
• for-ai / parameter-efficient-moe
  ☆253Updated last year
• voidism / DoLa
  Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"
  ☆475Updated 2 months ago
• sangmichaelxie / doremi
  Pytorch implementation of DoReMi, a method for optimizing the data mixture weights in language modeling datasets
  ☆316Updated last year
• JinjieNi / MixEval
  The official evaluation suite and dynamic data release for MixEval.
  ☆233Updated 4 months ago
• p-lambda / dsir
  DSIR large-scale data selection framework for language model training
  ☆244Updated 11 months ago
• dwzhu-pku / PoSE
  Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)
  ☆206Updated 10 months ago
• bigai-nlco / LooGLE
  ACL 2024 | LooGLE: Long Context Evaluation for Long-Context Language Models
  ☆179Updated 5 months ago
• TencentARC / LLaMA-Pro
  [ACL 2024] Progressive LLaMA with Block Expansion.
  ☆499Updated 10 months ago
• princeton-nlp / LESS
  [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning
  ☆421Updated 5 months ago
• princeton-nlp / LLM-Shearing
  [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning
  ☆597Updated last year
• OpenBMB / Eurus
  ☆312Updated 6 months ago
• huggingface / cosmopedia
  ☆501Updated 4 months ago
• Strivin0311 / long-llms-learning
  A repository sharing the literatures about long-context large language models, including the methodologies and the evaluation benchmarks
  ☆260Updated 7 months ago
• MARIO-Math-Reasoning / Super_MARIO
  ☆325Updated last month
• OFA-Sys / InsTag
  InsTag: A Tool for Data Analysis in LLM Supervised Fine-tuning
  ☆246Updated last year
• xfactlab / orpo
  Official repository for ORPO
  ☆445Updated 9 months ago
• magpie-align / magpie
  [ICLR 2025] Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing. Your efficient and high-quality synthetic data …
  ☆659Updated this week
• nelson-liu / lost-in-the-middle
  Code and data for "Lost in the Middle: How Language Models Use Long Contexts"
  ☆334Updated last year
• OFA-Sys / gsm8k-ScRel
  Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Models
  ☆250Updated 6 months ago