alibaba / Megatron-LLaMALinks
Best practice for training LLaMA models in Megatron-LM
☆664Updated 2 years ago
Alternatives and similar repositories for Megatron-LLaMA
Users that are interested in Megatron-LLaMA are comparing it to the libraries listed below
Sorting:
- A flexible and efficient training framework for large-scale alignment tasks☆447Updated 3 months ago
- The official repo of Pai-Megatron-Patch for LLM & VLM large scale training developed by Alibaba Cloud.☆1,517Updated last month
- Efficient Training (including pre-training and fine-tuning) for Big Models☆618Updated 3 months ago
- Collaborative Training of Large Language Models in an Efficient Way☆417Updated last year
- Fast inference from large lauguage models via speculative decoding☆884Updated last year
- Accelerate inference without tears☆372Updated last week
- ⛷️ LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training (EMNLP 2024)☆1,004Updated last year
- LongBench v2 and LongBench (ACL 25'&24')☆1,078Updated last year
- train llama on a single A100 80G node using 🤗 transformers and 🚀 Deepspeed Pipeline Parallelism☆224Updated 2 years ago
- Ongoing research training transformer language models at scale, including: BERT & GPT-2☆2,224Updated 5 months ago
- InternEvo is an open-sourced lightweight training framework aims to support model pre-training without the need for extensive dependencie…☆417Updated 5 months ago
- Ongoing research training transformer language models at scale, including: BERT & GPT-2☆1,431Updated last year
- A repository sharing the literatures about long-context large language models, including the methodologies and the evaluation benchmarks☆272Updated last year
- ☆321Updated last year
- USP: Unified (a.k.a. Hybrid, 2D) Sequence Parallel Attention for Long Context Transformers Model Training and Inference☆637Updated 2 weeks ago
- FlagScale is a large model toolkit based on open-sourced projects.☆471Updated this week
- Ring attention implementation with flash attention☆973Updated 4 months ago
- RTP-LLM: Alibaba's high-performance LLM inference engine for diverse applications.☆1,037Updated this week
- LiBai(李白): A Toolbox for Large-Scale Distributed Parallel Training☆405Updated 6 months ago
- Train llm (bloom, llama, baichuan2-7b, chatglm3-6b) with deepspeed pipeline mode. Faster than zero/zero++/fsdp.☆98Updated last year
- Rectified Rotary Position Embeddings☆387Updated last year
- ☆84Updated 2 years ago
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,315Updated 10 months ago
- Microsoft Automatic Mixed Precision Library☆635Updated 2 months ago
- ☆459Updated last year
- Model Compression for Big Models☆167Updated 2 years ago
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆639Updated last year
- ☆219Updated 2 years ago
- [NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.☆502Updated last year
- optimized BERT transformer inference on NVIDIA GPU. https://arxiv.org/abs/2210.03052☆476Updated last year