LMOps
CUPCAKEAGI
| LMOps | CUPCAKEAGI | |
|---|---|---|
| 6 | 51 | |
| 3,186 | 125 | |
| 2.7% | - | |
| 8.1 | 6.7 | |
| 14 days ago | about 1 year ago | |
| Python | Python | |
| MIT License | The Unlicense |
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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
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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
CUPCAKEAGI
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LLM on Laptop
Hi i saw a couple twitter threads and blog posts of people being able to run llms on their laptops and phones using llama https://beebom.com/how-run-chatgpt-like-language-model-pc-offline/, apart from this are there any other llm's that can run on a laptop with 6gb gpu ram and 16 gb regular ram? And would running a llm locally with my specs for a project with large prompts and multiple calls be a bad idea? this is my project for reference https://github.com/AkshitIreddy/CUPCAKEAGI
- CupCakeAGI🧁🍰🎉🤖🧠🍩🍪
What are some alternatives?
langchain - ⚡ Building applications with LLMs through composability ⚡ [Moved to: https://github.com/langchain-ai/langchain]
devlooper - A program synthesis agent that autonomously fixes its output by running tests!
langchain - 🦜🔗 Build context-aware reasoning applications
SolidGPT - Developer AI Persona Search Agent
Awesome-Efficient-LLM - A curated list for Efficient Large Language Models
gpt4all - gpt4all: run open-source LLMs anywhere
lora-instruct - Finetune Falcon, LLaMA, MPT, and RedPajama on consumer hardware using PEFT LoRA
micro-agent - A tiny implementation of an autonomous agent powered by LLMs (OpenAI GPT-4)
ImageNet21K - Official Pytorch Implementation of: "ImageNet-21K Pretraining for the Masses"(NeurIPS, 2021) paper
micro-gpt - MiniAGI is a minimal general-purpose autonomous agent based on GPT-3.5 / GPT-4. Can analyze stock prices, perform network security tests, create art, and order pizza. [Moved to: https://github.com/muellerberndt/mini-agi]
Locomotive - Toolkit for training/converting LibreTranslate compatible language models 🚂
automata - Automata: The Future is Self-Written