Alternatives and similar repositories for CoLLiE

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

• HuangLK / transpeeder
  train llama on a single A100 80G node using 🤗 transformers and 🚀 Deepspeed Pipeline Parallelism
  ☆224Updated last year
• Strivin0311 / long-llms-learning
  A repository sharing the literatures about long-context large language models, including the methodologies and the evaluation benchmarks
  ☆265Updated last year
• OpenBMB / BMTrain
  Efficient Training (including pre-training and fine-tuning) for Big Models
  ☆604Updated 2 months ago
• bojone / NBCE
  Naive Bayes-based Context Extension
  ☆326Updated 8 months ago
• l294265421 / alpaca-rlhf
  Finetuning LLaMA with RLHF (Reinforcement Learning with Human Feedback) based on DeepSpeed Chat
  ☆114Updated 2 years ago
• LLaMafia / llamafia.github
  ☆320Updated last year
• XueFuzhao / InstructionWild
  ☆460Updated last year
• OpenBMB / BMPrinciples
  A collection of phenomenons observed during the scaling of big foundation models, which may be developed into consensus, principles, or l…
  ☆283Updated 2 years ago
• FreedomIntelligence / InstructionZoo
  ☆281Updated last year
• hkust-nlp / deita
  Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]
  ☆566Updated 8 months ago
• OpenBMB / ModelCenter
  Efficient, Low-Resource, Distributed transformer implementation based on BMTrain
  ☆261Updated last year
• OpenBMB / BMCook
  Model Compression for Big Models
  ☆164Updated 2 years ago
• OpenBMB / UltraEval
  [ACL 2024 Demo] Official GitHub repo for UltraEval: An open source framework for evaluating foundation models.
  ☆246Updated 9 months ago
• CoinCheung / gdGPT
  Train llm (bloom, llama, baichuan2-7b, chatglm3-6b) with deepspeed pipeline mode. Faster than zero/zero++/fsdp.
  ☆98Updated last year
• YJiangcm / Lion
  [EMNLP 2023] Lion: Adversarial Distillation of Proprietary Large Language Models
  ☆210Updated last year
• alibaba / Megatron-LLaMA
  Best practice for training LLaMA models in Megatron-LM
  ☆660Updated last year
• pjlab-sys4nlp / llama-moe
  ⛷️ LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training (EMNLP 2024)
  ☆981Updated 8 months ago
• bojone / rerope
  Rectified Rotary Position Embeddings
  ☆381Updated last year
• GanjinZero / RRHF
  [NIPS2023] RRHF & Wombat
  ☆811Updated last year
• OFA-Sys / InsTag
  InsTag: A Tool for Data Analysis in LLM Supervised Fine-tuning
  ☆268Updated 2 years ago
• THUDM / LongBench
  LongBench v2 and LongBench (ACL 25'&24')
  ☆944Updated 7 months ago
• tianyi-lab / Cherry_LLM
  [NAACL'24] Self-data filtering of LLM instruction-tuning data using a novel perplexity-based difficulty score, without using any other mo…
  ☆383Updated last month
• genggui001 / Megatron-DeepSpeed-Llama
  ☆84Updated last year
• CASIA-LM / ChineseWebText
  ☆175Updated last year
• alibaba / ChatLearn
  A flexible and efficient training framework for large-scale alignment tasks
  ☆410Updated this week
• GAIR-NLP / abel
  SOTA Math Opensource LLM
  ☆334Updated last year
• THUDM / AlignBench
  大模型多维度中文对齐评测基准 (ACL 2024)
  ☆407Updated last year
• THUDM / LongAlign
  [EMNLP 2024] LongAlign: A Recipe for Long Context Alignment of LLMs
  ☆253Updated 8 months ago
• bojone / bytepiece
  更纯粹、更高压缩率的Tokenizer
  ☆481Updated 8 months ago
• OpenBMB / InfiniteBench
  Codes for the paper "∞Bench: Extending Long Context Evaluation Beyond 100K Tokens": https://arxiv.org/abs/2402.13718
  ☆345Updated 10 months ago