bkitano / llama-from-scratch
Llama from scratch, or How to implement a paper without crying
☆537Updated 7 months ago
Alternatives and similar repositories for llama-from-scratch:
Users that are interested in llama-from-scratch are comparing it to the libraries listed below
- What would you do with 1000 H100s...☆948Updated last year
- ☆769Updated 3 weeks ago
- LLM Workshop by Sourab Mangrulkar☆359Updated 7 months ago
- NeurIPS Large Language Model Efficiency Challenge: 1 LLM + 1GPU + 1Day☆253Updated last year
- A bibliography and survey of the papers surrounding o1☆1,042Updated 2 months ago
- Best practices for distilling large language models.☆424Updated 11 months ago
- Minimalistic 4D-parallelism distributed training framework for education purpose☆644Updated this week
- Puzzles for learning Triton☆1,300Updated last month
- From scratch implementation of a sparse mixture of experts language model inspired by Andrej Karpathy's makemore :)☆613Updated 2 months ago
- A family of open-sourced Mixture-of-Experts (MoE) Large Language Models☆1,425Updated 10 months ago
- nanoGPT style version of Llama 3.1☆1,290Updated 5 months ago
- ☆484Updated last month
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,179Updated 3 months ago
- ReFT: Representation Finetuning for Language Models☆1,373Updated 2 weeks ago
- LLaMA 2 implemented from scratch in PyTorch☆277Updated last year
- 🤖 A PyTorch library of curated Transformer models and their composable components☆873Updated 9 months ago
- A repository for research on medium sized language models.☆484Updated this week
- YaRN: Efficient Context Window Extension of Large Language Models☆1,398Updated 9 months ago
- Official implementation of "Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling"☆831Updated last month
- Official repository for ORPO☆430Updated 7 months ago
- A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).☆785Updated 2 weeks ago
- Deep learning for dummies. All the practical details and useful utilities that go into working with real models.☆752Updated this week
- ☆493Updated 4 months ago
- A comprehensive deep dive into the world of tokens☆215Updated 6 months ago
- Recipes to scale inference-time compute of open models☆932Updated this week
- Building blocks for foundation models.☆435Updated last year
- Implementation of the training framework proposed in Self-Rewarding Language Model, from MetaAI☆1,358Updated 9 months ago
- Fast & Simple repository for pre-training and fine-tuning T5-style models☆986Updated 4 months ago
- Generate textbook-quality synthetic LLM pretraining data☆492Updated last year
- System 2 Reasoning Link Collection☆722Updated this week