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Synthetic Data & Distillation

Curating training datasets, task-specific distillation into 7B/14B models, automated eval generation

4 lessons•~100 min•+120 XP
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0%(0/4 completed)
Remaining to learn: 4

Lessons in Module (4)

lessons in order

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01
#synthetic-data#fuzzing#edge-cases#test-generation#ai-engineering
25 min+30 XP
Read
02
#distillation#qwen-coder#deepseek#fine-tuning#lora#ai-engineering
25 min+30 XP
Read
03
#rejection-sampling#llm-as-a-judge#quality-filter#data-curation#ai-engineering
25 min+30 XP
Read
04
#mock-servers#openapi#msw#contract-testing#stubs#ai-engineering
25 min+30 XP
Read