LMOps
L
Lmops
Overview :
LMOps is a foundation research and technology for AI products based on LLMs and generative AI models. It provides functionalities such as automatic prompt optimization, Promptist, extensible prompts, general prompt retrieval, LLM retrieval, as well as fundamental features including structured prompting, extensible prompting, LLM accelerator, LLM customization, and contextual understanding learning. LMOps links include microsoft/unilm and microsoft/torchscale. It is applicable to various scenarios, such as text-to-image generation, long sequence prompt consumption, and prompt extension. LMOps is an open-source project under the MIT License.
Target Users :
LMOps is suitable for the research and implementation of AI products in various scenarios.
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Use Cases
Using LMOps for text-to-image generation
Using LMOps for long sequence prompt consumption
Using LMOps for prompt extension
Features
Automatic Prompt Optimization
Promptist
Extensible Prompts
General Prompt Retrieval
LLM Retrieval
Structured Prompting
Extensible Prompting
LLM Accelerator
LLM Customization
Contextual Understanding Learning
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