[Roadmap] Integrating domain models

[lightaime]

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Motivation

Integrating domain models to build multi-agent systems with domain specific models:

• Semiconductor: https://huggingface.co/pentagoniac
• Math: https://x.com/deepseek_ai/status/1811020940480045103?s=46
• Compiler Optimization: https://x.com/aiatmeta/status/1806361623831171318?s=46
• Coder: https://github.com/deepseek-ai/DeepSeek-Coder-V2
• Prover: https://arxiv.org/pdf/2405.14333
• ChartGemma: https://huggingface.co/papers/2407.04172
• SEED-Story: https://huggingface.co/TencentARC/SEED-Story

Solution

No response

Alternatives

No response

Additional context

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[Wendong-Fan]

add new attribute: description for model, so that Agent would be able to choose model based on the task

maybe also add information like model card and the resource requirement as part of description -> model to personal?

integrate from hugging face first

we need to do the native integration for these models