Fɛɛrɛ fila danfaralenw LLM inference teliya la

Nin sɛgɛsɛgɛliba in bɛ kɛ danfaralenw kan, o bɛ a yɔrɔ kolomaw sɛgɛsɛgɛli caman di ani a nɔfɛkow ka bon kosɛbɛ.

Namara kunbaba fila jumɛnw bɛ kɛ LLM inference teliya la ?

Namara fɔlɔ ye ka modeli jɔcogo ɲuman kɛ walasa ka jatebɔ kuntaalajan dɔgɔya ka sɔrɔ ka tiɲɛni sabati . Namara filanan bɛ sinsin fɛnɲɛnamafagalanw teliyali kan, i n’a fɔ GPU walima TPU, walasa ka jateminɛ kɛcogo teliya.

o namara ninnu bɛ nɔ bila diɲɛ lakika waleyali jateminɛw na cogo di ?

• Jɛkulu ɲuman : nin fɛɛrɛ in bɛ se ka waati ni nafolo caman de wajibiya sigikafɔ fɔlɔ kɔnɔ nka a bɛ se ka kɛ sababu ye ka jatebɔ musakaw mara waatijan kɔnɔ .
• Faster Hardware : Hali n’a sɔngɔ tun ka gɛlɛn a daminɛ na, hardware teliya bɛ inference waatiw teliya kosɛbɛ, o b’a to a bɛ se ka kɛ ka modeli belebelew bila seriwɛri standardw kan walima hali edge devices kɔnɔ.

sɛgɛsɛgɛli sumalen ni fɛɛrɛ minnu bɛ tali kɛ ɲɔgɔn na

Sugandili min bɛ kɛ fɛn dilanni ɲɛnabɔli ni fɛnɲɛnamafagalan teliya cɛ, o bɛ bɔ i ka baarakɛminɛn ka ɲinini kɛrɛnkɛrɛnnenw na, i n’a fɔ baarakɛnafolo gɛlɛyaw ani baarakɛyɔrɔw.

dalilu sɔrɔlenw ni ko kɛlenw

Ko kɛlen fɔlɔ : Baarakɛda dɔ min bɛ baara kɛ ni Mewayz ye kanko nafama baara kama, o ye ɲɛtaa ye 30% jaabi waatiw la, a kɛlen kɔ ka fɛn dilanni ɲɛnabɔcogo ɲuman waleya. Ko kɛlen 2nan : Baarakɛda wɛrɛ ye 50% dɔgɔya latency la, u kɛlen k’u ka modɛli bila fɛnɲɛnamafagalan kɛrɛnkɛrɛnnenw kan.

Ɲininkali minnu bɛ kɛ tuma caman na

LLM inference ye mun ye ?

LLM inference bɛ tali kɛ baarakɛcogo la min bɛ kɛ ni kanko misaliba (LLM) ye walasa ka kirayakumaw walima bɔliw lawuli ka da donnakow kan minnu dira.

ne ka kan ka fɛɛrɛ jumɛn sugandi n ka porozɛ kama ?

desizɔn bɛ bɔ i mago kɛrɛnkɛrɛnnenw na, i n’a fɔ baarakɛnafolo ani fɛnɲɛnamafagalan minnu bɛ sɔrɔ. Ni musaka ye haminanko ye, architecture optimization bɛ se ka kɛ sugandili ɲuman ye. Porozɛ minnu bɛ inference times ultra-fast de wajibiya, hardware acceleration bɛ se ka bɛn kosɛbɛ.

Mewayz bɛ dɛmɛ cogo di LLM inference teliya la ?

Mewayz bɛ sira di min bɛ se ka sɛgɛsɛgɛli kɛ ani min bɛ se ka baara kɛ ka ɲɛ, walasa ka kanko misalibaw bila senkan ni fɛnw ye i n’a fɔ fɛn dilanni ɲuman ani fɛnɲɛnamafagalanw jɛli walasa ka jateminɛ waati teliyalenw sabati.