Alternatives and similar repositories for dsir

Users that are interested in dsir are comparing it to the libraries listed below

• Cohere-Labs-Community / parameter-efficient-moe
  ☆271Updated last year
• princeton-nlp / AutoCompressors
  [EMNLP 2023] Adapting Language Models to Compress Long Contexts
  ☆314Updated last year
• sangmichaelxie / doremi
  Pytorch implementation of DoReMi, a method for optimizing the data mixture weights in language modeling datasets
  ☆341Updated last year
• huggingface / datablations
  Scaling Data-Constrained Language Models
  ☆342Updated 3 months ago
• OpenLMLab / LEval
  [ACL'24 Outstanding] Data and code for L-Eval, a comprehensive long context language models evaluation benchmark
  ☆390Updated last year
• nelson-liu / lost-in-the-middle
  Code and data for "Lost in the Middle: How Language Models Use Long Contexts"
  ☆360Updated last year
• FranxYao / Long-Context-Data-Engineering
  Implementation of paper Data Engineering for Scaling Language Models to 128K Context
  ☆477Updated last year
• neelsjain / NEFTune
  Official repository of NEFTune: Noisy Embeddings Improves Instruction Finetuning
  ☆401Updated last year
• kaistAI / CoT-Collection
  [EMNLP 2023] The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning
  ☆246Updated last year
• OpenBMB / InfiniteBench
  Codes for the paper "∞Bench: Extending Long Context Evaluation Beyond 100K Tokens": https://arxiv.org/abs/2402.13718
  ☆352Updated last year
• OpenBMB / UltraFeedback
  A large-scale, fine-grained, diverse preference dataset (and models).
  ☆352Updated last year
• raunak-agarwal / instruction-datasets
  Datasets for Instruction Tuning of Large Language Models
  ☆257Updated last year
• princeton-nlp / QuRating
  [ICML 2024] Selecting High-Quality Data for Training Language Models
  ☆189Updated last year
• AI21Labs / Parallel-Context-Windows
  ☆105Updated 2 years ago
• dwzhu-pku / PoSE
  Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)
  ☆204Updated last year
• TIGER-AI-Lab / LongICLBench
  Code and Data for "Long-context LLMs Struggle with Long In-context Learning" [TMLR2025]
  ☆108Updated 8 months ago
• princeton-nlp / ProLong
  Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"
  ☆231Updated last month
• allenai / wimbd
  What's In My Big Data (WIMBD) - a toolkit for analyzing large text datasets
  ☆223Updated 11 months ago
• allenai / WildBench
  Benchmarking LLMs with Challenging Tasks from Real Users
  ☆242Updated 11 months ago
• haoliuhl / chain-of-hindsight
  Simple next-token-prediction for RLHF
  ☆226Updated 2 years ago
• imoneoi / multipack
  Multipack distributed sampler for fast padding-free training of LLMs
  ☆201Updated last year
• bigai-nlco / LooGLE
  ACL 2024 | LooGLE: Long Context Evaluation for Long-Context Language Models
  ☆185Updated last year
• allenai / FineGrainedRLHF
  ☆280Updated 9 months ago
• jongwooko / distillm
  Official PyTorch implementation of DistiLLM: Towards Streamlined Distillation for Large Language Models (ICML 2024)
  ☆234Updated 7 months ago
• microsoft / rho
  Repo for Rho-1: Token-level Data Selection & Selective Pretraining of LLMs.
  ☆439Updated last year
• jayelm / gisting
  Learning to Compress Prompts with Gist Tokens - https://arxiv.org/abs/2304.08467
  ☆296Updated 8 months ago
• alon-albalak / data-selection-survey
  A Survey on Data Selection for Language Models
  ☆250Updated 5 months ago
• princeton-nlp / CEPE
  [ACL 2024] Long-Context Language Modeling with Parallel Encodings
  ☆164Updated last year
• allenai / olmes
  Reproducible, flexible LLM evaluations
  ☆257Updated this week
• TIGER-AI-Lab / MAmmoTH2
  Official code for "MAmmoTH2: Scaling Instructions from the Web" [NeurIPS 2024]
  ☆148Updated 11 months ago