HuangLK / transpeederLinks
train llama on a single A100 80G node using 🤗 transformers and 🚀 Deepspeed Pipeline Parallelism
☆224Updated last year
Alternatives and similar repositories for transpeeder
Users that are interested in transpeeder are comparing it to the libraries listed below
Sorting:
- Finetuning LLaMA with RLHF (Reinforcement Learning with Human Feedback) based on DeepSpeed Chat☆115Updated 2 years ago
- Collaborative Training of Large Language Models in an Efficient Way☆414Updated last year
- Train llm (bloom, llama, baichuan2-7b, chatglm3-6b) with deepspeed pipeline mode. Faster than zero/zero++/fsdp.☆98Updated last year
- ☆84Updated 2 years ago
- Naive Bayes-based Context Extension☆324Updated 10 months ago
- A repository sharing the literatures about long-context large language models, including the methodologies and the evaluation benchmarks☆268Updated last year
- Ongoing research training transformer language models at scale, including: BERT & GPT-2☆68Updated 2 years ago
- ☆179Updated last year
- [EMNLP 2024] LongAlign: A Recipe for Long Context Alignment of LLMs☆256Updated 10 months ago
- InsTag: A Tool for Data Analysis in LLM Supervised Fine-tuning☆276Updated 2 years ago
- Rectified Rotary Position Embeddings☆380Updated last year
- The complete training code of the open-source high-performance Llama model, including the full process from pre-training to RLHF.☆67Updated 2 years ago
- [EMNLP 2023] Lion: Adversarial Distillation of Proprietary Large Language Models☆211Updated last year
- Code used for sourcing and cleaning the BigScience ROOTS corpus☆316Updated 2 years ago
- Model Compression for Big Models☆165Updated 2 years ago
- ☆460Updated last year
- Official repository of NEFTune: Noisy Embeddings Improves Instruction Finetuning☆401Updated last year
- ☆105Updated 2 years ago
- ☆281Updated last year
- NTK scaled version of ALiBi position encoding in Transformer.☆69Updated 2 years ago
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆571Updated 10 months ago
- CLongEval: A Chinese Benchmark for Evaluating Long-Context Large Language Models☆44Updated last year
- 🐋 An unofficial implementation of Self-Alignment with Instruction Backtranslation.☆139Updated 5 months ago
- A Multi-Turn Dialogue Corpus based on Alpaca Instructions☆174Updated 2 years ago
- Efficient, Low-Resource, Distributed transformer implementation based on BMTrain☆263Updated last year
- A unified tokenization tool for Images, Chinese and English.☆151Updated 2 years ago
- [ACL'24 Outstanding] Data and code for L-Eval, a comprehensive long context language models evaluation benchmark☆390Updated last year
- [ACL 2024 Demo] Official GitHub repo for UltraEval: An open source framework for evaluating foundation models.☆251Updated 11 months ago
- [NAACL'24] Self-data filtering of LLM instruction-tuning data using a novel perplexity-based difficulty score, without using any other mo…☆397Updated 3 months ago
- LongQLoRA: Extent Context Length of LLMs Efficiently☆166Updated last year