OpenBMB / BMCookLinks
Model Compression for Big Models
☆162Updated last year
Alternatives and similar repositories for BMCook
Users that are interested in BMCook are comparing it to the libraries listed below
Sorting:
- Efficient, Low-Resource, Distributed transformer implementation based on BMTrain☆256Updated last year
- Efficient Training (including pre-training and fine-tuning) for Big Models☆596Updated 3 weeks ago
- Collaborative Training of Large Language Models in an Efficient Way☆415Updated 9 months ago
- Efficient Inference for Big Models☆584Updated 2 years ago
- train llama on a single A100 80G node using 🤗 transformers and 🚀 Deepspeed Pipeline Parallelism☆221Updated last year
- Finetuning LLaMA with RLHF (Reinforcement Learning with Human Feedback) based on DeepSpeed Chat☆114Updated 2 years ago
- ☆84Updated last year
- A repository sharing the literatures about long-context large language models, including the methodologies and the evaluation benchmarks☆263Updated 10 months ago
- Train llm (bloom, llama, baichuan2-7b, chatglm3-6b) with deepspeed pipeline mode. Faster than zero/zero++/fsdp.☆96Updated last year
- Ongoing research training transformer language models at scale, including: BERT & GPT-2☆69Updated last year
- The complete training code of the open-source high-performance Llama model, including the full process from pre-training to RLHF.☆66Updated 2 years ago
- [ACL 2024 Demo] Official GitHub repo for UltraEval: An open source framework for evaluating foundation models.☆244Updated 7 months ago
- [EMNLP 2024] LongAlign: A Recipe for Long Context Alignment of LLMs☆250Updated 6 months ago
- ☆168Updated this week
- ☆307Updated 2 years ago
- Best practice for training LLaMA models in Megatron-LM☆657Updated last year
- ☆79Updated last year
- LiBai(李白): A Toolbox for Large-Scale Distributed Parallel Training☆406Updated this week
- ☆319Updated 11 months ago
- [EMNLP 2023] Lion: Adversarial Distillation of Proprietary Large Language Models☆208Updated last year
- Live Training for Open-source Big Models☆506Updated 2 years ago
- Implementation of Chinese ChatGPT☆285Updated last year
- ☆128Updated 2 years ago
- Code used for sourcing and cleaning the BigScience ROOTS corpus☆313Updated 2 years ago
- A unified tokenization tool for Images, Chinese and English.☆152Updated 2 years ago
- The aim of this repository is to utilize LLaMA to reproduce and enhance the Stanford Alpaca☆97Updated 2 years ago
- code for Scaling Laws of RoPE-based Extrapolation☆73Updated last year
- FlagEval is an evaluation toolkit for AI large foundation models.☆337Updated 2 months ago
- A collection of phenomenons observed during the scaling of big foundation models, which may be developed into consensus, principles, or l…☆282Updated last year
- ☆459Updated last year