dataset_type string | entries int64 | embedding_mapped bool | compression_tracked bool | accuracy_delta_recorded bool | mesh_optimized bool | humanoid_ready bool |
|---|---|---|---|---|---|---|
knowledge-distillation | 1,200 | true | true | true | true | true |
Humanoid Knowledge Compression & Embedding Distillation Dataset
This dataset captures knowledge transfer between high-capacity cognitive nodes and lightweight humanoid edge agents.
It includes embedding compression, distillation mappings, and performance delta tracking.
Objective
To enable scalable knowledge sharing across heterogeneous humanoid agents.
Data Fields
- source_model_id
- target_agent_id
- original_embedding_vector
- compressed_embedding_vector
- compression_ratio
- accuracy_before
- accuracy_after
- knowledge_retention_score
Use Cases
- Edge AI deployment
- Model distillation engines
- Cognitive bandwidth optimization
Part of
Humanoid Network (HAN)
License
MIT
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