AllanYangZhou / midGPT
Distributed pretraining of large language models (LLMs) on cloud TPU slices, with Jax and Equinox.
☆24Updated 5 months ago
Alternatives and similar repositories for midGPT:
Users that are interested in midGPT are comparing it to the libraries listed below
- Minimal but scalable implementation of large language models in JAX☆34Updated 4 months ago
- A simple library for scaling up JAX programs☆134Updated 4 months ago
- If it quacks like a tensor...☆57Updated 4 months ago
- Jax/Flax rewrite of Karpathy's nanoGPT☆57Updated 2 years ago
- ☆212Updated 7 months ago
- LoRA for arbitrary JAX models and functions☆135Updated last year
- A set of Python scripts that makes your experience on TPU better☆50Updated 8 months ago
- Experiment of using Tangent to autodiff triton☆76Updated last year
- ☆75Updated 8 months ago
- JAX implementation of the Mistral 7b v0.2 model☆35Updated 8 months ago
- Einsum-like high-level array sharding API for JAX☆33Updated 7 months ago
- Implementation of PSGD optimizer in JAX☆28Updated 2 months ago
- seqax = sequence modeling + JAX☆148Updated 2 weeks ago
- Named Tensors for Legible Deep Learning in JAX☆165Updated this week
- The simplest, fastest repository for training/finetuning medium-sized GPTs.☆100Updated 3 months ago
- ☆20Updated 10 months ago
- 🧱 Modula software package☆169Updated this week
- Unofficial but Efficient Implementation of "Mamba: Linear-Time Sequence Modeling with Selective State Spaces" in JAX☆83Updated last year
- Two implementations of ZeRO-1 optimizer sharding in JAX☆14Updated last year
- Transformer with Mu-Parameterization, implemented in Jax/Flax. Supports FSDP on TPU pods.☆30Updated 2 months ago
- A functional training loops library for JAX☆86Updated last year
- An implementation of the Llama architecture, to instruct and delight☆21Updated last month
- Minimal (400 LOC) implementation Maximum (multi-node, FSDP) GPT training☆122Updated 10 months ago
- Custom triton kernels for training Karpathy's nanoGPT.☆17Updated 4 months ago
- supporting pytorch FSDP for optimizers☆79Updated 3 months ago
- This is a port of Mistral-7B model in JAX☆32Updated 8 months ago
- TPU pod commander is a package for managing and launching jobs on Google Cloud TPU pods.☆20Updated 8 months ago
- JAX Synergistic Memory Inspector☆168Updated 7 months ago
- Turn jitted jax functions back into python source code☆22Updated 2 months ago