Awesome-Efficient-LLM
A curated list for Efficient Large Language Models (by horseee)
LMOps
General technology for enabling AI capabilities w/ LLMs and MLLMs (by microsoft)
Awesome-Efficient-LLM | LMOps | |
---|---|---|
1 | 6 | |
818 | 3,204 | |
- | 3.5% | |
9.4 | 8.1 | |
7 days ago | 8 days ago | |
Python | Python | |
- | MIT License |
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.
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.
Awesome-Efficient-LLM
Posts with mentions or reviews of Awesome-Efficient-LLM.
We have used some of these posts to build our list of alternatives
and similar projects.
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.
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Has anyone found a way to use Microsoft's Promptist in Stable Diffusion?
Microsoft released an open-sourced prompt optimizer. Has anyone used https://github.com/microsoft/LMOps for prompt optimization? They have it in this demo: https://huggingface.co/spaces/microsoft/Promptist, I'm not sure how to use it for 1.5.
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🚀 Microsoft Open Source LMOps: An AI Prompt Optimization Toolkit For Generative AI Models
Quick Read: https://www.marktechpost.com/2023/02/14/microsoft-open-source-lmops-an-ai-prompt-optimization-toolkit-for-generative-ai-models/ Paper: https://arxiv.org/pdf/2212.09611.pdf Github: https://github.com/microsoft/LMOps
- General technology for enabling AI capabilities with LLMs and Generative models
- microsoft/LMOps: General technology for enabling AI capabilities w/ LLMs and Generative AI models
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Microsoft Promptist : Optimising Stable Diffusion prompts via a language model fine-tuned with reinforcement learning
Project Page : https://github.com/microsoft/LMOps/tree/main/promptist
What are some alternatives?
When comparing Awesome-Efficient-LLM and LMOps you can also consider the following projects:
awesome-speech-recognition-speech-synthesis-papers - Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)
langchain - âš¡ Building applications with LLMs through composability âš¡ [Moved to: https://github.com/langchain-ai/langchain]