Matched Capabilities, Different Behaviors: A Controlled Study of MCP and CLI Interfaces for Language Agents
AI & ML interests
We focus on Natural Language Processing and Multimodal Learning, exploring generative AI across different modalities.
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Papers
Matched Capabilities, Different Behaviors: A Controlled Study of MCP and CLI Interfaces for Language Agents
CoWorld Reasoner: Agentic Multimodal Reasoning with the Evolving Video World Model-Driven Harness
Organization Card
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On-Policy Transition Distillation
Paper • 2610.28048 • Published • 1 -
ModalityDance/OPTD-DeepSeek-R1-Distill-Qwen-1.5B-ThreeDomain
Text Generation • 2B • Updated • 142 -
ModalityDance/OPTD-DeepSeek-R1-Distill-Qwen-1.5B-Mid
Text Generation • 2B • Updated • 136 -
ModalityDance/OPTD-DeepSeek-R1-Distill-Qwen-1.5B-Late
Text Generation • 2B • Updated • 140
Matched Capabilities, Different Behaviors: A Controlled Study of MCP and CLI Interfaces for Language Agents
-
On-Policy Transition Distillation
Paper • 2610.28048 • Published • 1 -
ModalityDance/OPTD-DeepSeek-R1-Distill-Qwen-1.5B-ThreeDomain
Text Generation • 2B • Updated • 142 -
ModalityDance/OPTD-DeepSeek-R1-Distill-Qwen-1.5B-Mid
Text Generation • 2B • Updated • 136 -
ModalityDance/OPTD-DeepSeek-R1-Distill-Qwen-1.5B-Late
Text Generation • 2B • Updated • 140
models 30
ModalityDance/I2S-Qwen3-8B-Confidence
Text Generation • 8B • Updated • 41 • 1
ModalityDance/OPTD-DeepSeek-R1-Distill-Qwen-1.5B-ThreeDomain
Text Generation • 2B • Updated • 142
ModalityDance/OPTD-DeepSeek-R1-Distill-Qwen-7B-Late
Text Generation • 8B • Updated • 147
ModalityDance/OPTD-Qwen3-4B-Late
Text Generation • 4B • Updated • 142
ModalityDance/OPTD-Qwen3-4B-Mid
Text Generation • 4B • Updated • 146
ModalityDance/OPTD-DeepSeek-R1-Distill-Qwen-1.5B-Late
Text Generation • 2B • Updated • 140
ModalityDance/OPTD-DeepSeek-R1-Distill-Qwen-1.5B-Mid
Text Generation • 2B • Updated • 136
ModalityDance/EngramEdit-LongCat-Flash-Lite-zsRE-2K
Text Generation • Updated • 1
ModalityDance/EngramEdit-LongCat-Flash-Lite-MCF-2K
Text Generation • Updated • 2
ModalityDance/EngramEdit-LongCat-Flash-Lite-MQuAKE-3K
Text Generation • Updated • 1
datasets 5
ModalityDance/CoWorld-Reasoner-Dev
Viewer • Updated • 120 • 90
ModalityDance/PhysTool-Bench
Viewer • Updated • 2.51k • 213
ModalityDance/Optical-Reasoning-4k
Viewer • Updated • 3.91k • 305
ModalityDance/Omni-Bench
Viewer • Updated • 799 • 31 • 1
ModalityDance/AR-Omni-Instruct-v0.1
Viewer • Updated • 481k • 65