LMOps VS ModuleFormer

Compare LMOps vs ModuleFormer and see what are their differences.

LMOps

General technology for enabling AI capabilities w/ LLMs and MLLMs (by microsoft)

ModuleFormer

ModuleFormer is a MoE-based architecture that includes two different types of experts: stick-breaking attention heads and feedforward experts. We released a collection of ModuleFormer-based Language Models (MoLM) ranging in scale from 4 billion to 8 billion parameters. (by IBM)
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LMOps ModuleFormer
6 1
3,186 216
2.7% 4.6%
8.1 5.7
14 days ago 22 days ago
Python Python
MIT License Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

LMOps

Posts with mentions or reviews of LMOps. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-01-20.

ModuleFormer

Posts with mentions or reviews of ModuleFormer. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing LMOps and ModuleFormer you can also consider the following projects:

langchain - ⚑ Building applications with LLMs through composability ⚑ [Moved to: https://github.com/langchain-ai/langchain]

StableLM - StableLM: Stability AI Language Models

langchain - πŸ¦œπŸ”— Build context-aware reasoning applications

lingvo - Lingvo

Awesome-Efficient-LLM - A curated list for Efficient Large Language Models

mixture-of-experts - PyTorch Re-Implementation of "The Sparsely-Gated Mixture-of-Experts Layer" by Noam Shazeer et al. https://arxiv.org/abs/1701.06538

lora-instruct - Finetune Falcon, LLaMA, MPT, and RedPajama on consumer hardware using PEFT LoRA

lm-scorer - πŸ“ƒLanguage Model based sentences scoring library

CUPCAKEAGI - πŸ§πŸ‘‹ Welcome to CupcakeAGI, where we bake up some sweet and creamy AGI goodness! πŸ°πŸ€–

tutel - Tutel MoE: An Optimized Mixture-of-Experts Implementation

ImageNet21K - Official Pytorch Implementation of: "ImageNet-21K Pretraining for the Masses"(NeurIPS, 2021) paper

Locomotive - Toolkit for training/converting LibreTranslate compatible language models πŸš‚