Liuhong99/Sophia

The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”

/ 100

Emerging

985 stars. No commits in the last 6 months.

Stale 6m No Package No Dependents

Maintenance 0 / 25

Adoption 10 / 25

Maturity 9 / 25

Community 15 / 25

Stars

985

Forks

Language

Python

License

MIT

Category

Last pushed

Jan 30, 2024

Commits (30d)

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/transformers/Liuhong99/Sophia"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

Higher-rated alternatives

scaleapi/llm-engine

Scale LLM Engine public repository

modelscope/easydistill

a toolkit on knowledge distillation for large language models

AGI-Arena/MARS

The official implementation of MARS: Unleashing the Power of Variance Reduction for Training Large Models

Wang-ML-Lab/bayesian-peft

Bayesian Low-Rank Adaptation of LLMs: BLoB [NeurIPS 2024] and TFB [NeurIPS 2025]

AGI-Edgerunners/LLM-Adapters

Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient...