LearnLMGoogle
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PanGu-αHuawei
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About
LearnLM is an experimental, task-specific model designed to align with learning science principles for teaching and learning applications. It is trained to respond to system instructions like "You are an expert tutor," and is capable of inspiring active learning by encouraging practice and providing timely feedback. The model effectively manages cognitive load by presenting relevant, well-structured information across multiple modalities, while dynamically adapting to the learner’s goals and needs, grounding responses in appropriate materials. LearnLM also stimulates curiosity, motivating learners throughout their educational journey, and supports metacognition by helping learners plan, monitor, and reflect on their progress. This innovative model is available for experimentation in AI Studio.
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About
PanGu-α is developed under the MindSpore and trained on a cluster of 2048 Ascend 910 AI processors. The training parallelism strategy is implemented based on MindSpore Auto-parallel, which composes five parallelism dimensions to scale the training task to 2048 processors efficiently, including data parallelism, op-level model parallelism, pipeline model parallelism, optimizer model parallelism and rematerialization. To enhance the generalization ability of PanGu-α, we collect 1.1TB high-quality Chinese data from a wide range of domains to pretrain the model. We empirically test the generation ability of PanGu-α in various scenarios including text summarization, question answering, dialogue generation, etc. Moreover, we investigate the effect of model scales on the few-shot performances across a broad range of Chinese NLP tasks. The experimental results demonstrate the superior capabilities of PanGu-α in performing various tasks under few-shot or zero-shot settings.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
LearnLM is aimed at educators, instructional designers, and researchers seeking to integrate AI into personalized and effective learning environments
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Audience
AI developers interested in a powerful large language model
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
Screenshots and VideosNo images available
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Pricing
Free
Free Version
Free Trial
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Pricing
No information available.
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationGoogle
Founded: 1998
United States
ai.google.dev/gemini-api/docs/learnlm
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Company InformationHuawei
Founded: 1987
China
arxiv.org/abs/2104.12369
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Categories |
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Integrations
Google AI Studio
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