OpenMOSS / CoLLiELinks
Collaborative Training of Large Language Models in an Efficient Way
☆416Updated last year
Alternatives and similar repositories for CoLLiE
Users that are interested in CoLLiE are comparing it to the libraries listed below
Sorting:
- train llama on a single A100 80G node using 🤗 transformers and 🚀 Deepspeed Pipeline Parallelism☆225Updated 2 years ago
- Naive Bayes-based Context Extension☆325Updated 11 months ago
- A repository sharing the literatures about long-context large language models, including the methodologies and the evaluation benchmarks☆269Updated last year
- ☆321Updated last year
- ☆459Updated last year
- Efficient Training (including pre-training and fine-tuning) for Big Models☆613Updated last month
- Efficient, Low-Resource, Distributed transformer implementation based on BMTrain☆264Updated 2 years ago
- Finetuning LLaMA with RLHF (Reinforcement Learning with Human Feedback) based on DeepSpeed Chat☆115Updated 2 years ago
- Rectified Rotary Position Embeddings☆384Updated last year
- A collection of phenomenons observed during the scaling of big foundation models, which may be developed into consensus, principles, or l…☆285Updated 2 years ago
- Best practice for training LLaMA models in Megatron-LM☆661Updated last year
- [ACL 2024 Demo] Official GitHub repo for UltraEval: An open source framework for evaluating foundation models.☆253Updated last year
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆576Updated 11 months ago
- ☆281Updated last year
- [EMNLP 2024] LongAlign: A Recipe for Long Context Alignment of LLMs☆256Updated 11 months ago
- ☆181Updated 2 years ago
- ☆84Updated 2 years ago
- Train llm (bloom, llama, baichuan2-7b, chatglm3-6b) with deepspeed pipeline mode. Faster than zero/zero++/fsdp.☆98Updated last year
- InsTag: A Tool for Data Analysis in LLM Supervised Fine-tuning☆284Updated 2 years ago
- [NAACL'24] Self-data filtering of LLM instruction-tuning data using a novel perplexity-based difficulty score, without using any other mo…☆408Updated 5 months ago
- Model Compression for Big Models☆166Updated 2 years ago
- [NIPS2023] RRHF & Wombat☆811Updated 2 years ago
- [EMNLP 2023] Lion: Adversarial Distillation of Proprietary Large Language Models☆212Updated last year
- ⛷️ LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training (EMNLP 2024)☆996Updated 11 months ago
- 更纯粹、更高压缩率的Tokenizer☆486Updated last year
- Implementation of Chinese ChatGPT☆289Updated 2 years ago
- SOTA Math Opensource LLM☆331Updated last year
- [ACL'24 Outstanding] Data and code for L-Eval, a comprehensive long context language models evaluation benchmark☆391Updated last year
- GPT-Fathom is an open-source and reproducible LLM evaluation suite, benchmarking 10+ leading open-source and closed-source LLMs as well a…☆346Updated last year
- ☆768Updated last year