FranxYao / Long-Context-Data-Engineering

Related projects ⓘ

Alternatives and complementary repositories for Long-Context-Data-Engineering

• OpenBMB / InfiniteBench
  Codes for the paper "∞Bench: Extending Long Context Evaluation Beyond 100K Tokens": https://arxiv.org/abs/2402.13718
  ☆285Updated last month
• HKUNLP / ChunkLlama
  [ICML'24] Data and code for our paper "Training-Free Long-Context Scaling of Large Language Models"
  ☆358Updated last month
• OpenLMLab / LEval
  [ACL'24 Outstanding] Data and code for L-Eval, a comprehensive long context language models evaluation benchmark
  ☆359Updated 4 months ago
• jzhang38 / EasyContext
  Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.
  ☆647Updated last month
• hkust-nlp / deita
  Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]
  ☆498Updated 6 months ago
• magpie-align / magpie
  Official repository for "Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing". Your efficient and high-quality s…
  ☆491Updated 2 weeks ago
• huggingface / cosmopedia
  ☆451Updated 3 weeks ago
• princeton-nlp / LLM-Shearing
  [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning
  ☆558Updated 8 months ago
• GAIR-NLP / auto-j
  Generative Judge for Evaluating Alignment
  ☆217Updated 10 months ago
• nelson-liu / lost-in-the-middle
  Code and data for "Lost in the Middle: How Language Models Use Long Contexts"
  ☆318Updated 10 months ago
• for-ai / parameter-efficient-moe
  ☆247Updated last year
• QwenLM / AutoIF
  ☆217Updated 3 months ago
• neelsjain / NEFTune
  Official repository of NEFTune: Noisy Embeddings Improves Instruction Finetuning
  ☆384Updated 6 months ago
• microsoft / rho
  Repo for Rho-1: Token-level Data Selection & Selective Pretraining of LLMs.
  ☆307Updated 7 months ago
• p-lambda / dsir
  DSIR large-scale data selection framework for language model training
  ☆230Updated 7 months ago
• princeton-nlp / AutoCompressors
  [EMNLP 2023] Adapting Language Models to Compress Long Contexts
  ☆277Updated 2 months ago
• dwzhu-pku / PoSE
  Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)
  ☆199Updated 6 months ago
• fanqiwan / FuseAI
  FuseAI Project
  ☆452Updated 3 months ago
• xfactlab / orpo
  Official repository for ORPO
  ☆421Updated 5 months ago
• THUDM / LongAlign
  [EMNLP 2024] LongAlign: A Recipe for Long Context Alignment of LLMs
  ☆217Updated 6 months ago
• allenai / reward-bench
  RewardBench: the first evaluation tool for reward models.
  ☆431Updated 3 weeks ago
• bigai-nlco / LooGLE
  ACL 2024 | LooGLE: Long Context Evaluation for Long-Context Language Models
  ☆167Updated last month
• sangmichaelxie / doremi
  Pytorch implementation of DoReMi, a method for optimizing the data mixture weights in language modeling datasets
  ☆306Updated 10 months ago
• Strivin0311 / long-llms-learning
  A repository sharing the literatures about long-context large language models, including the methodologies and the evaluation benchmarks
  ☆252Updated 3 months ago
• OpenBMB / UltraFeedback
  A large-scale, fine-grained, diverse preference dataset (and models).
  ☆315Updated 10 months ago
• GAIR-NLP / ProX
  Offical Repo for "Programming Every Example: Lifting Pre-training Data Quality Like Experts at Scale"
  ☆191Updated last month
• SqueezeAILab / LLM2LLM
  [ACL 2024] LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement
  ☆156Updated 7 months ago
• OFA-Sys / gsm8k-ScRel
  Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Models
  ☆219Updated 2 months ago
• allenai / WildBench
  Benchmarking LLMs with Challenging Tasks from Real Users
  ☆195Updated 2 weeks ago
• ContextualAI / gritlm
  Generative Representational Instruction Tuning
  ☆567Updated this week