cloneofsimo / min-fsdp
☆76Updated 8 months ago
Alternatives and similar repositories for min-fsdp:
Users that are interested in min-fsdp are comparing it to the libraries listed below
- Minimal (400 LOC) implementation Maximum (multi-node, FSDP) GPT training☆122Updated 11 months ago
- supporting pytorch FSDP for optimizers☆79Updated 3 months ago
- Experiment of using Tangent to autodiff triton☆78Updated last year
- WIP☆93Updated 7 months ago
- The simplest, fastest repository for training/finetuning medium-sized GPTs.☆100Updated 4 months ago
- ☆95Updated 9 months ago
- Minimal but scalable implementation of large language models in JAX☆34Updated 4 months ago
- ☆53Updated last year
- A fusion of a linear layer and a cross entropy loss, written for pytorch in triton.☆65Updated 7 months ago
- Custom triton kernels for training Karpathy's nanoGPT.☆18Updated 5 months ago
- Language models scale reliably with over-training and on downstream tasks☆96Updated 11 months ago
- Triton Implementation of HyperAttention Algorithm☆47Updated last year
- The simplest implementation of recent Sparse Attention patterns for efficient LLM inference.☆58Updated last month
- Simple implementation of muP, based on Spectral Condition for Feature Learning. The implementation is SGD only, dont use it for Adam☆73Updated 7 months ago
- Tree Attention: Topology-aware Decoding for Long-Context Attention on GPU clusters☆123Updated 3 months ago
- Collection of autoregressive model implementation☆83Updated last month
- ☆20Updated last year
- Focused on fast experimentation and simplicity☆69Updated 2 months ago
- ☆49Updated last year
- Fast, Modern, Memory Efficient, and Low Precision PyTorch Optimizers☆87Updated 8 months ago
- A MAD laboratory to improve AI architecture designs 🧪☆108Updated 3 months ago
- Large scale 4D parallelism pre-training for 🤗 transformers in Mixture of Experts *(still work in progress)*☆81Updated last year
- Simple and efficient pytorch-native transformer training and inference (batched)☆71Updated 11 months ago
- ☆33Updated 6 months ago
- A place to store reusable transformer components of my own creation or found on the interwebs☆48Updated last week
- An implementation of the Llama architecture, to instruct and delight☆21Updated 2 months ago
- Understand and test language model architectures on synthetic tasks.☆185Updated 2 weeks ago
- Automatically take good care of your preemptible TPUs☆36Updated last year