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Companies/Stability AI

Stability AI

mixed difficulty40 questions

Open image/video generative AI employer.

Curated

40questions

Difficulty

mixed

Primary focus

generative_ai

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Top 10 most-asked-style questions

Free

01
FP4 vs NF4, pick the answer that captures the actual structural difference
Multiple ChoiceEasy
02
Why does dropping the EOS token from SFT labels produce a model that never stops generating?
FlashcardEasy
03
Name the signal early stopping watches, and explain the 'patience' knob
FlashcardEasy
04
Explain what gets quantized the second time in QLoRA's double-quantization step
FlashcardEasy
05
Fill in the DeepSpeed config keys that select a ZeRO stage
Fill in BlankEasy
06
Which of these is actually saved when a fine-tuning checkpoint is written?
Multiple ChoiceEasy
07
Define the role of a chat template when fine-tuning on (system, user, assistant) data
FlashcardEasy
08
What does bnb_4bit_compute_dtype actually control in a QLoRA config?
Multiple ChoiceEasy
09
bf16 vs fp16: which one preserves fp32's exponent range?
Multiple ChoiceEasy
10
Micro batch vs effective batch in fine-tuning: give the relationship
FlashcardEasy

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Typical roles

·research_engineer

·ml_engineer

·applied_ai_engineer

Top asked skills

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