Maswali ya Microsoft Phi

Majibu na maelezo huonekana unapojibu maswali.

1. Ni nadharia gani ya msingi ya mifano ya Phi, iliyonakiliwa katika kichwa maarufu cha karatasi?
   • Vitabu vya kiada ndivyo unavyohitaji
   • GPU zaidi ndizo unahitaji
   • Dirisha kubwa la muktadha ndio unahitaji tu
   • Mafunzo ya kuimarisha ndiyo yote unayohitaji
2. Phi-3-mini ina vigezo vingapi?
   • Takriban bilioni 175
   • Takriban bilioni 3.8
   • Takriban bilioni 70
   • Karibu milioni 500
3. What synthetic-data source did the Phi-1 paper report using for textbooks and exercises?
   • A fixed database of court transcripts
   • Only human-authored textbooks with no synthetic examples
   • GPT-3.5-generated textbooks and exercises
   • The SoundStream audio codec
4. Je, 'SLM' inarejelea aina gani ya modeli, kama inavyotumika kwa Phi?
   • Mfano wa Lugha ya Sparse
   • Moduli ya Kujifunza Inayosimamiwa
   • Muundo wa Kuchelewa wa Kutiririsha
   • Mfano wa Lugha Ndogo
5. What may a compact Phi checkpoint enable when its hardware and runtime support it?
   • Local deployment can be feasible, with efficiency depending on the checkpoint and environment
   • Guaranteed privacy and zero latency on every phone
   • The same speed and quality on every device
   • Automatic offline use without memory or runtime requirements
6. Ni mbinu gani ya hali ya juu ya usanifu inaonekana katika vibadala vingine vya Phi-3.5 ili kuongeza ufanisi?
   • Makubaliano ya Blockchain
   • Mchanganyiko-wa-wataalam (MoE)
   • Algorithms ya maumbile
   • Injini za kanuni za mkono
7. Which context-length variants does the Phi-3-mini model card describe?
   • Only 512 tokens
   • Exactly 1 million tokens in every Phi model
   • 4K and 128K context variants
   • No context limit
8. What additional input does Phi-3.5-Vision support alongside text?
   • Only raw audio waveforms
   • Only SQL queries with no text
   • Three-dimensional motion capture exclusively
   • Image inputs, including single-image and multi-image prompts