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Ars Technica ya ba da rahoton IBM ya ƙaddamar da samfurin Granite 4.2 mai buɗe ido don AI na gida

Iyalin IBM's Granite 4.2 sun haɗa da 3B, 8B da 30B samfura masu buɗe ido tare da taga mahallin 128,000 na asali. Ars Technica ya ba da rahoton cewa manyan nau'ikan guda biyu sun sami horo na musamman don amfani da kayan aiki da ayyuka na aiki.

6 min readRead the original reporting
Source-provided image accompanying Ars Technica reports IBM launches Granite 4.2 open-weight models for local AI
Rahoton da aka dangantaAn rubuta tushen tushe
Mawallafi
arstechnica.com
Tushen hanyar haɗin gwiwa
arstechnica.comhttps://arstechnica.com/ai/2026/08/ibms-new-granite-4-2-models-ride-the-wave-of-interest-in-local-llms/
Nau'in tushe
Rahoto ta hanyar tashar labarai - ba daftarin aiki na ɓangare na farko ba.

Abin da ba mu iya tabbatarwa da kansa ba: An dangana wannan da'awar ga kanti mai suna. Ba mu tabbatar da shi a kan takardar jam'iyyar farko ba. (arstechnica.com)

MaganaFahimtar wannan a cikin daƙiƙa 60

Fara a nan

Mabuɗin sharuddan

Nauyi
Ƙimar lambobi da aka koya wanda ke ma'aunin sigina da ke wucewa ta hanyar sadarwar jijiya.
API (Tsarin Tsare-tsare na Aikace-aikacen)
Hanyar da aka tsara don tsarin software ɗaya don aika buƙatun zuwa da karɓar amsa daga wani tsarin.
Babban Samfurin Harshe (LLM)
Samfurin harshe da aka horar akan babban haɗin gwiwar rubutu don samarwa da tantance rubutu.
Gwada kankaChatGPT & LLMs Tambayoyi

Me ya faru

Ars Technica ya ba da rahoton cewa IBM ta fitar da Granite 4.2, sabon sigar babban nau'in nau'in nau'in nau'in nau'in nau'in harshe wanda aka yi niyya don zazzagewa da ɗaukar nauyin kai. Sakin ya haɗa da bambance-bambancen ma'auni na 3B, 8B da 30B, duk suna amfani da tsarin gine-gine-kawai da kuma ba da taga mahallin alamar 128,000 na asali. Samfuran 8B da 30B sun sami ƙarin matakin ƙarfafa-koyo na wakili don ayyuka kamar amfani da tasha, bincika yanar gizo da aiki tare da kayan aikin waje. Samfurin 3B kuma yana tallafawa kayan aiki, amma Ars Technica ya ce bai sami horo na musamman iri ɗaya ba. IBM ya bayyana Granite 4.2 a matsayin sakin dangi da aka mayar da hankali kan tunani.

Ars Technica ya ba da rahoton cewa IBM ya fitar da Granite 4.2 a matsayin sabon saki a cikin danginsa na manyan nau'ikan harshe masu nauyi. An tsara samfuran don zazzagewa da ɗaukar nauyin kai, sanya sakin a cikin kasuwar LLM na gida maimakon gabatar da shi da farko azaman sabis na API da aka shirya. Labarin ya gano bambance-bambancen guda uku: 3B, 8B da 30B sigogi. Ya bayyana duka ukun a matsayin samfura-kawai, daki-daki da ke bambanta gine-ginen su amma ba, da kansa, ya kafa yadda za su yi a takamaiman aikace-aikace.

A cewar Ars Technica, kowane bambance-bambancen Granite 4.2 yana da taga mahallin asali na alamun 128,000. Tagar mahallin tana ƙayyade yawan shigarwar da tattaunawa kafin ko kayan samfuri zai iya aiwatarwa a cikin hulɗa ɗaya, amma tushen baya bayar da rahoton yadda samfuran ke yi yayin da taga ke girma ko kuma abin da ake buƙatar kayan aiki don amfani da shi. Bayanin ƙayyadaddun alamar 128,000 don haka ƙayyadaddun ikon samfur ne, ba shaida na takamaiman inganci, saurin gudu ko sakamakon farashi ba.

Canjin samfurin tsakiya shine horarwar da ake amfani da ita ga manyan samfura. Ars Technica ya ce nau'ikan 8B da 30B sun bi ta hanyar toshe ƙarfafa-koyo na wakili wanda aka yi niyya don faɗaɗa iyakoki kamar amfani da tasha, binciken yanar gizo da hulɗa tare da kayan aikin waje. Samfurin 3B yana tallafawa kayan aiki kuma, amma ba tare da matakin horo na musamman ba. Madogararsa baya bayyana bayanan horo, tsarin kimantawa, ƙimar nasara ko kariya ga waɗannan hulɗar kayan aiki.

IBM yana kwatanta Granite 4.2 a matsayin sakin da aka mayar da hankali kan tunani na dangin Granite, bayanin da Ars Technica ya nakalto. Labarin ya bayyana cewa "hankali" a cikin wannan saitin yana nufin halayen aiki kamar ɗaukar sakamako na tsaka-tsaki ta matakai da yawa, maimakon fahimtar hankali mai kama da tunanin mutum. Ars Technica ya ce wannan tsarin zai iya samar da mafi tsauri ko ingantattun amsoshi a wasu lokuta, yayin da kuma ƙara lokacin amsawa da ƙididdige buƙatu. Labarin ya haɗa da hoton hoto kamar yadda marubucin ke jan Granite 4.2 8B ta hanyar Ollama akan macOS, amma wannan hoton ba gwajin aiki bane mai zaman kansa.

Bayanan tushe: arstechnica.com ↗

Me ya sa yake da mahimmanci

Granite 4.2 ya zo yayin da masu haɓakawa da ƙungiyoyi ke bincika samfuran gida a cikin damuwa game da farashi da ƙididdige buƙatun tsarin girgije na kan iyaka. Ars Technica ya bayyana fifikon IBM a matsayin tura kasuwancin da za a iya faɗi, tare da fa'ida mai amfani na ƙira waɗanda za a iya ɗaukar nauyin kansu kuma ana amfani da su ba tare da kuɗaɗen API na kowane-alama ba. Sakin yana kuma nuna babban canji zuwa ƙira da aka yi niyya don aiwatar da matakai da yawa, aikin taimakon kayan aiki maimakon samar da rubutu kawai. Wannan na iya sanya bambance-bambancen Granite mafi girma da suka dace da masu haɓaka haɓaka wakilai na gida, kodayake tushen bai ba da wata shaida mai zaman kanta da ke nuna yadda suke kwatanta da sauran ƙira.

Ars Technica yana sanya sakin cikin haɓakar sha'awar ƙirar harshe na gida. Labarin ya ce masu haɓakawa da masana'antu sun binciko samfuran sarrafa gida a matsayin masu yuwuwar mafi arha madadin tsarin gajimare na kan iyaka daga kamfanoni kamar Anthropic da OpenAI, a cikin tattaunawa game da farashin samfurin gajimare da matsalolin lissafi. Madogararsa ba ta ƙididdige waɗannan tanadi ba, kuma baya da'awar cewa Granite 4.2 zai kasance mai rahusa a kowane turawa. Muhimmancinsa shine IBM yana ba da wani zaɓi mai buɗe ido ga ƙungiyoyin da ke son gudanar da samfurin kansu.

Gudanar da kai na iya canza tattalin arziki mai amfani na gwaji da turawa. Ars Technica ya lura cewa ana iya amfani da samfura masu gudana a cikin gida ba tare da kuɗaɗen API na kowane alama ba, wanda ke taimakawa bayyana roƙonsu ga masu sha'awar sha'awa, masu bincike da ɗaiɗaikun masu haɓakawa waɗanda ke son yin tinker akan kayan aikin gida. Labarin bai kafa abin da kayan aikin da ake buƙata don kowane bambance-bambancen Granite 4.2 ba, don haka rashin cajin API bai kamata a rikita shi da farashin sifili ba. Kayan aikin kwamfuta, saiti da aiki sun kasance waɗanda ba a san su ba.

Mayar da hankali samfurin akan abubuwan amfani da kayan aiki saboda yawancin tsarin AI ana tsara su don aiwatar da jerin ayyuka, ba wai kawai amsa keɓancewar tsokaci ba. Samfurin da aka horar da shi don shiga tasha, binciken yanar gizo da kayan aikin waje zai iya zama wani sashi a cikin tsarin wakilai na gida. Wannan yuwuwar tana da tushe kai tsaye a cikin iyawar da Ars Technica ya bayyana, amma tushen ba ta tattara samfuran da aka gama ba, tura mai cin gashin kansa ko ingantaccen aiki na zahiri na duniya. Masu karatu su bambanta samfurin da aka horar da waɗannan ayyuka daga tsarin samarwa da aka nuna.

Har ila yau, sakin ya haɗu da haɓakar masu amfani da hanyar sadarwa, wanda Ars Technica ya bayyana a matsayin kayan aikin da ke fassara tsokaci, ayyuka ko ayyuka da aika su zuwa samfuran da aka zaɓa don daidaita aiki, sauri da farashi. Girman girman Granite 4.2 zai iya sa ya zama ɗan takara ɗaya a cikin irin wannan cakuda, amma tushen bai bayar da rahoton IBM ya haɗa shi cikin na'ura mai ba da hanya tsakanin hanyoyin sadarwa ko ba da shaidar cewa dangi suna ba da fa'ida ta musamman na farashi. Mafi ƙarfi da ake goyan bayan kai shine IBM tana sanya dangin ƙirar gida don amfanin kasuwancin da ake iya faɗi yayin ƙara ƙarin ɗabi'a na musamman ga manyan juzu'anta.

Interactive Mechanism

Ingantacciyar hanyar sadarwa: Yadda A zahiri yake Aiki

Bincika fasahar da ke bayan wannan ci gaban ta hanyar mu'amala.

Thinking Budget (Test-Time Tokens):1,024 tokens
Complex Accuracy79%Math & Code Logic
Latency3.2sTime to first full output
Inference Cost$0.0092Per query estimated
Reasoning StyleStep VerificationInternal chain depth
Active Thinking Trace:
1Deconstruct user problem into formal constraints
2Propose candidate hypotheses & step-by-step calculation
3Self-correction: Backtrack and refute subtle edge cases
4Exhaustive consistency check & final output synthesis
Core takeaway: Test-time compute fundamentally changes AI economics. Instead of only scaling during pre-training, giving reasoning models more tokens at inference time allows them to systematically solve PhD-level STEM problems.
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ChatGPT & LLMs Quiz

What is a common training objective for an autoregressive language model?

Abin kallo na gaba

Tambaya mafi mahimmancin da ba a warware ba shine yadda Granite 4.2 ke aiki a aikace. Ars Technica baya bayar da sakamako mai zaman kansa, farashi, buƙatun kayan masarufi, cikakkun bayanan lasisi, ƙimar aminci ko shaidar ƙaddamar da samarwa. Hakanan baya tabbatar da ko sabbin samfuran sun zarce Nvidia's Nemotron ko ƙirar girgije akan nau'ikan ayyuka na musamman. Rahoton gaba ya kamata ya bincika ainihin saurin samfuran, buƙatun ƙwaƙwalwar ajiya, amincin amfani da kayan aiki da ƙimar kuskure a cikin ayyuka na gaske. Hakanan yakamata ya fayyace nawa koyon ƙarfafawa na wakili ke inganta nau'ikan 8B da 30B, kuma inda ƙaramin ƙirar 3B ya kasance mai amfani duk da samun ƙarancin horo na musamman.

Gwaji mai zaman kansa shine mafi girman da ya ɓace. Ars Technica yana ba da rahoton ƙayyadaddun samfur na IBM da matsayi amma baya gabatar da sakamakon kwatancen kwatance akan Nemotron, sauran nau'ikan nau'ikan nauyi mai buɗewa ko tsarin girgije na iyaka. Ya kamata kimantawa na gaba su auna daidaito, jinkiri, sarrafa mahallin, nasarar amfani da kayan aiki da faɗuwar farfadowa akan ayyukan wakilci maimakon dogaro kawai akan ƙidayar ma'auni ko ƙayyadaddun mahallin 128,000-alama.

Har ila yau, ba a fayyace iyakokin tura sojoji ba. Madogararsa ba ta bayyana ƙwaƙwalwar ajiya, mai sarrafawa ko buƙatun gaggawa don bambance-bambancen 3B, 8B ko 30B ba, kuma baya samar da girman zazzagewa, zaɓuɓɓukan ƙididdigewa, sharuɗɗan lasisi ko tallafin shigarwa fiye da batun labarin zuwa ɗaukar kai da taken Ollama. Waɗannan cikakkun bayanai za su ƙayyade ko ƙirar suna da amfani ga ɗaiɗaikun masu haɓakawa, ƙananan ƙungiyoyi ko manyan masana'anta.

Horon na musamman na nau'ikan 8B da 30B sun cancanci bincike. Ars Technica yana gano amfani da tasha, binciken gidan yanar gizo da kayan aikin waje azaman iyawar manufa, amma baya bayar da rahoton yadda dogaron samfuran ke zaɓar kayan aikin, bin umarni, sarrafa abubuwan da ba daidai ba ko guje wa ayyuka masu cutarwa. Ya kamata Gwaji ya bincika ba kawai ko wakili zai iya kammala ɗawainiya ba, har ma ko yana tsayawa lokacin da babu tabbas kuma ya kasance mai iya faɗi lokacin da kayan aikin ko bayanan da aka dawo dasu suka yi ba zato ba tsammani.

Hakanan ya kamata a bincika da'awar kasuwancin sakin a kan shaidar turawa. Ars Technica ya ce filin IBM yana jaddada tsinkaya, amma ba ya gano abokan ciniki mai suna, aikin samarwa, sakamakon matakin sabis ko nazarin shari'ar ƙungiya ta amfani da Granite 4.2. Har ila yau, ba a sani ba ko IBM zai samar da sabuntawa mai gudana, takaddun aminci ko tallafi ga samfuran. Wadancan abubuwan zasu taimaka tantance ko Granite 4.2 yana wakiltar zaɓin kasuwanci mai amfani ko galibi yana faɗaɗa menu na samfuran da ke akwai don gwaji na gida.

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