teacher-student training, model optimization
Teacher-student training transfers knowledge from complex to simple models through soft targets.
9,967 technical terms and definitions
Teacher-student training transfers knowledge from complex to simple models through soft targets.
Intermediate model between teacher and student.
I can help you turn your knowledge into internal docs, playbooks, or mini-courses for onboarding your team.
AI teams need diverse skills: ML, engineering, product, domain. Culture of experimentation and learning.
Find areas needing refactoring.
AI tech debt: hacky prompts, hardcoded logic, missing tests. Schedule time to refactor and maintain.
Create technical specifications.
License process technology.
Compare different process nodes.
Process generation names.
Maturity of technology.
Plan for future technology development.
Technology roadmaps project evolution of capabilities and requirements over time.
Move from development to production.
TEEs (Trusted Execution Environments) run code in isolated secure enclaves. Protect model and data.
Total Effective Equipment Performance includes all calendar time in denominator.
Ultra-high resolution imaging for defect analysis.
Adjust temperature for better calibrated probabilities.
Precision temperature controller for wafer chucks and process zones.
Temperature control maintains stable thermal environments for processes and metrology.
Thermal stress during screening.
Model thermal stress from cycling.
Repeatedly heat and cool to test thermal stress.
Temperature parameter in distillation softens predictions revealing relative class probabilities.
Combined environmental stress test.
Soften probability distributions.
Adjust task probabilities.
Scale logits before sampling.
Temperature scales logits before softmax. Higher = more random. Lower = more focused. Controls creativity.
Adjust logit temperature to control output randomness (low=deterministic high=creative).
Vary temperature during generation.
Temperature sensors provide feedback for thermal control systems.
Monitor junction temperature.
Reduce temperature to sharpen.
Temperature shock applies rapid temperature transitions revealing thermal stress sensitivity.
Temperature testing characterizes functionality across operating temperature range.
Temperature dependence in electromigration accelerates failure exponentially with junction temperature.
Combined temperature humidity and voltage stress.
Investigate THB failures.
Temperature controls randomness; higher = more creative, lower = more deterministic. Top-p filters to the most probable tokens until prob mass p.
Fill templates to generate text.
Template-based prompting uses predefined structures filled with variable content.
Find when actions occur in video.
Find when actions occur in videos.
Segment video into actions.
Attend across video frames.
Encode information in spike timing.
Consistency across time.
Maintain coherence across frames.
Maintain coherence across frames.