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  ---
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  tags:
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- - wireless
 
 
 
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  - deep-learning
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  - transformers
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  - wireless-communication
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- license: mit
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  datasets:
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  - deepmimo
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  metrics:
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  - f1
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  - accuracy
 
 
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  model-index:
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  - name: LWM
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  results:
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  - task:
 
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  type: classification
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- name: LoS/NLoS-Classification
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- dataset:
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- name: DeepMIMO
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- type: wireless-channels
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  metrics:
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- - name: F1
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- type: f1
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- value: 0.87
 
 
 
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  - task:
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- type: beamforming
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- name: Beam Prediction
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- dataset:
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- name: DeepMIMO
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- type: wireless-channels
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  metrics:
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- - name: MSE
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- type: mse
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- value: 0.01
 
 
 
 
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  ---
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  # 📡 **LWM: Large Wireless Model**
 
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  ---
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  tags:
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+ - llm
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+ - large-language-model
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+ - lwm
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+ - large-wireless-model
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  - deep-learning
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  - transformers
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  - wireless-communication
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+ #license: mit
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  datasets:
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  - deepmimo
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  metrics:
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  - f1
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  - accuracy
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+ - mse
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+ - cross-entropy
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  model-index:
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  - name: LWM
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  results:
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  - task:
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+ name: classification
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  type: classification
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+ datasets:
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+ - name: DeepMIMO
 
 
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  metrics:
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+ - name: F1
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+ type: f1
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+ value: TBD
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+ tasks:
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+ - LoS/NLoS Classification
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+ - Beam Prediction
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  - task:
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+ name: regression
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+ type: regression
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+ datasets:
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+ - name: DeepMIMO
 
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  metrics:
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+ - name: MSE
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+ type: mse
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+ value: TBD
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+ tasks:
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+ - Channel Estimation
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+ - Channel Prediction
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+ - Beamforming Optimization
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  ---
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  # 📡 **LWM: Large Wireless Model**