Alternatives and similar repositories for torch-xla-SPMD

Users that are interested in torch-xla-SPMD are comparing it to the libraries listed below

• mgmalek / efficient_cross_entropy
  ☆124Updated last year
• xrsrke / pipegoose
  Large scale 4D parallelism pre-training for 🤗 transformers in Mixture of Experts *(still work in progress)*
  ☆86Updated 2 years ago
• microsoft / mutransformers
  some common Huggingface transformers in maximal update parametrization (µP)
  ☆87Updated 3 years ago
• erfanzar / jax-flash-attn2
  A flexible and efficient implementation of Flash Attention 2.0 for JAX, supporting multiple backends (GPU/TPU/CPU) and platforms (Triton/…
  ☆34Updated 10 months ago
• imoneoi / multipack
  Multipack distributed sampler for fast padding-free training of LLMs
  ☆204Updated last year
• JonasGeiping / linear_cross_entropy_loss
  A fusion of a linear layer and a cross entropy loss, written for pytorch in triton.
  ☆75Updated last year
• catie-aq / flashT5
  A fast implementation of T5/UL2 in PyTorch using Flash Attention
  ☆113Updated 3 months ago
• foundation-model-stack / fms-fsdp
  🚀 Efficiently (pre)training foundation models with native PyTorch features, including FSDP for training and SDPA implementation of Flash…
  ☆280Updated 2 months ago
• bminixhofer / zett
  Code for Zero-Shot Tokenizer Transfer
  ☆142Updated last year
• huggingface / kernels
  Load compute kernels from the Hub
  ☆389Updated this week
• EleutherAI / nanoGPT-mup
  The simplest, fastest repository for training/finetuning medium-sized GPTs.
  ☆186Updated last week
• melisa-writer / short-transformers
  Prune transformer layers
  ☆74Updated last year
• ayaka14732 / llama-2-jax
  JAX implementation of the Llama 2 model
  ☆216Updated 2 years ago
• warner-benjamin / optimi
  Fast, Modern, and Low Precision PyTorch Optimizers
  ☆121Updated last month
• HanGuo97 / lq-lora
  ☆128Updated 2 years ago
• ethansmith2000 / fsdp_optimizers
  supporting pytorch FSDP for optimizers
  ☆84Updated last year
• cloneofsimo / min-fsdp
  ☆92Updated last year
• HazyResearch / based
  Code for exploring Based models from "Simple linear attention language models balance the recall-throughput tradeoff"
  ☆246Updated 7 months ago
• huggingface / optimum-tpu
  Google TPU optimizations for transformers models
  ☆135Updated last week
• PythonNut / superbpe
  Official code release for "SuperBPE: Space Travel for Language Models"
  ☆86Updated 3 weeks ago
• amazon-science / mxfp4-llm
  Official implementation for Training LLMs with MXFP4
  ☆118Updated 9 months ago
• lucidrains / speculative-decoding
  Explorations into some recent techniques surrounding speculative decoding
  ☆299Updated last year
• cat-state / tinypar
  ☆20Updated 2 years ago
• siyan-zhao / prepacking
  The source code of our work "Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models" [AISTATS …
  ☆60Updated last year
• cloneofsimo / min-max-gpt
  Minimal (400 LOC) implementation Maximum (multi-node, FSDP) GPT training
  ☆132Updated last year
• Sea-Snell / JAX_llama
  Inference code for LLaMA models in JAX
  ☆120Updated last year
• evanatyourservice / llm-jax
  Train a SmolLM-style llm on fineweb-edu in JAX/Flax with an assortment of optimizers.
  ☆18Updated 6 months ago
• mlfoundations / scaling
  Language models scale reliably with over-training and on downstream tasks
  ☆99Updated last year
• cloneofsimo / ezmup
  Simple implementation of muP, based on Spectral Condition for Feature Learning. The implementation is SGD only, dont use it for Adam
  ☆85Updated last year
• HazyResearch / zoology
  Understand and test language model architectures on synthetic tasks.
  ☆251Updated 3 weeks ago