wangguojim / LargeScaleLinks
☆19Updated last year
Alternatives and similar repositories for LargeScale
Users that are interested in LargeScale are comparing it to the libraries listed below
Sorting:
- ☆23Updated last year
- Odysseus: Playground of LLM Sequence Parallelism☆70Updated last year
- Ongoing research training transformer language models at scale, including: BERT & GPT-2☆69Updated last year
- ☆79Updated last year
- This is a personal reimplementation of Google's Infini-transformer, utilizing a small 2b model. The project includes both model and train…☆57Updated last year
- A more efficient GLM implementation!☆55Updated 2 years ago
- Inference framework for MoE layers based on TensorRT with Python binding☆41Updated 4 years ago
- Distributed IO-aware Attention algorithm☆20Updated 10 months ago
- Transformer related optimization, including BERT, GPT☆39Updated 2 years ago
- Ongoing research training transformer language models at scale, including: BERT & GPT-2☆19Updated last year
- Transformer related optimization, including BERT, GPT☆17Updated last year
- Contextual Position Encoding but with some custom CUDA Kernels https://arxiv.org/abs/2405.18719☆22Updated last year
- Train llm (bloom, llama, baichuan2-7b, chatglm3-6b) with deepspeed pipeline mode. Faster than zero/zero++/fsdp.☆96Updated last year
- Transformer related optimization, including BERT, GPT☆59Updated last year
- code for Scaling Laws of RoPE-based Extrapolation☆73Updated last year
- Distributed DataLoader For Pytorch Based On Ray☆24Updated 3 years ago
- 百川Dynamic NTK-ALiBi的代码实现：无需微调即可推理更长文本☆47Updated last year
- OpenLLMDE: An open source data engineering framework for LLMs☆17Updated last year
- ☆22Updated last year
- ☆16Updated last year
- NTK scaled version of ALiBi position encoding in Transformer.☆68Updated last year
- Simple Dynamic Batching Inference☆145Updated 3 years ago
- [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models☆11Updated last year
- implement bert in pure c++☆36Updated 5 years ago
- Sequence-level 1F1B schedule for LLMs.☆17Updated last year
- Finetune CPM-1☆24Updated 4 years ago
- Vocabulary Parallelism☆19Updated 3 months ago
- This repository is the official implementation of the ECAI 2024 conference paper SUBLLM: A Novel Efficient Architecture with Token Sequen…☆69Updated 10 months ago
- An Experiment on Dynamic NTK Scaling RoPE☆64Updated last year
- An easy-to-use package for implementing SmoothQuant for LLMs☆102Updated 2 months ago