Shannon 3.1
Isangqa sokuqiqa esifanayo, sifudukiselwe kwiqoqo lethu leeGPU: ikrelekrele nge-32%, ikhawuleza i-10-15x, kwaye inefestile yomxholo ye-196,608 yeetoken.
Ngokufutshane
I-Shannon 3.1 igcina yonke into ebisenza i-Shannon 3 ifaneleke ukusetyenziswa — isangqa sokuqiqa esiphindaphindayo, akukho maleko wokwala, akukho kuhluzwa kwemveliso — kwaye itshintsha apho iqhutywa khona nendlela eqhutywa ngayo. Imodeli ngoku isuselwa kwiqoqo lethu leeGPU endaweni yomsingathi wangaphandle. Uvavanyo lwe-Shannon Lab lubonisa ukuphucuka kwe-32% kubukrelekrele kunye neempendulo ezikhawuleza i-10-15x xa kuthelekiswa ne-Shannon 3.0. Ifestile yomxholo isuka kwi-32,768 iye kwi-196,608 yeetoken. Umaleko wokulinganisa isantya obucotha ngabom imveliso ye-3.0 ususiwe: i-3.1 isasaza ngesantya esipheleleyo senjini. Ii-id zeemodeli ngu-shannon-3.1 no-shannon-3.1-pro, kwincoko nakuzo zontathu iindidi ze-API.
Ukukhululwa kweemodeli okuninzi kukucela ukuba ubambelele elukholweni kwibango lamandla ulinde itheyibhile yovavanyo ilamle ingxoxo. Oku kulula ukukuhlola: vula ii-tab ezimbini, faka umyalelo omnye ku-shannon-3 naku-shannon-3.1, ubukele. Umahluko wesantya sokufika kwempendulo awufihlakalanga, kwaye asiloqhinga lokubonisa. I-Shannon 3.0 yayicuthiwe ngabom. I-Shannon 3.1 ayicuthwanga.
01Yintoni ngokwenene etshintshileyo kwi-Shannon 3.1
I-Shannon 3.0 yazisa into echaza olu sapho: isangqa sokuqiqa esiphindaphindayo. Imodeli ayiphenduli ngengcinga yayo yokuqala. Iyacinga, ibhale uyilo, ihlole olo yilo lwayo ngokubhekiselele kumbuzo, ize iluphucule. I-Lite iqhuba ipasi enye yeso sangqa; i-Pro iqhuba isangqa esipheleleyo, kubandakanywa inyathelo lokuvuna ulwazi phambi kokuba ibhale uyilo. Olo yilo luchazwe ngokweenkcukacha kwinqaku lophando lwe-Shannon 3, kwaye akukho nanye kuzo etshintshileyo kwi-3.1.
Okutshintshileyo ngumatshini ongaphantsi. I-Shannon 3.0 yayisuselwa kumsingathi wangaphandle — indlela enengqiqo yokusungula imodeli, nendlela ekhawulelayo yokuyiqhuba. Ufumana ukulungiswa kwenkonzo yomnye umntu, umgca wokulinda womnye umntu, umda womxholo womnye umntu, kunye nengcinga yomnye umntu malunga nokuba zingaphi iitoken ngomzuzwana ovunyelwe ukuba nazo. I-Shannon 3.1 iqhuba kwiqoqo lethu leeGPU, kumatshini wenkonzo esiwuqwalasela ngokwethu, kwaye lonke inani eliphambili kweli nqaku livela kweso sigqibo sinye.
| Shannon 3.0 | Shannon 3.1 | |
|---|---|---|
| Apho iqhutywa khona | Umsingathi wangaphandle | Iqoqo lethu leeGPU |
| Ifestile yomxholo | 32,768 | 196,608 |
| Ukusasazwa kwemveliso | Kucothisiwe / kunomda | Isantya esipheleleyo senjini |
| Ubunzima | Okumiselwe ngumsingathi | 4-bit NVFP4 |
| Ukudekhoda | Okuqhelekileyo | Ngoqikelelo |
| Isangqa sokuqiqa | Cinga → bhala uyilo → hlola → phucula | Akutshintshanga |
| Umaleko wokwala | Akukho | Akukho |
| Ii-id zeemodeli | shannon-3, shannon-3-pro | shannon-3.1, shannon-3.1-pro |
02Kutheni i-Shannon 3.1 ivakala ikhawuleza i-10-15x
Inani lesantya lelona abantu balibuza kuqala, ngoko kufanelekile ukuba sichane ngokuthe ngqo apho livela khona. Zimbini izinto ezizimeleyo ezinegalelo, kwaye eyona inkulu ayiqaqambanga kangako.
Sasusa isango lesantya
Imveliso ye-Shannon 3.0 yayidlula kumaleko wokulinganisa isantya. Iitoken zaziphuma kwinjini, zibanjwe, ze zikhutshelwe kuqhagamshelwano lwakho ngexesha elicwangcisiweyo. Oku bekungengomsindo okanye ibhagi. Xa umsingathi wenkonzo owabelwanayo engumqobo, ukucothisa imveliso kuthambisa umthwalo, kunqanda ukuba imveliso ende ithathe indawo yonke, kwaye kwenza isasazo lifike ngesingqi esiqondakalayo nesilinganiselweyo endaweni yokufika ngezithuthuthu. Sisigqibo sobunjineli esinokukhuselwa, kwaye sasibiza wonke umsebenzisi ixesha lokwenene lewotshi kwimpendulo nganye.
I-Shannon 3.1 ayinasango lesantya kwaye ayikho into ecothisa ukutyhilwa. Iitoken zibhalwa kwisasazo lakho njengoko injini izivelisa. Ukuba injini ivelisa ngokukhawuleza, uyayibona ivelisa ngokukhawuleza. Akukho sithinteli sokuthambisa phakathi kwemodeli nesixhobo sakho, ifestile yakho yencoko, okanye isifundi sakho se-SSE. Kwimpendulo ende — uhlalutyo lweetoken ezingama-2,000, ifayile yekhowudi eveliswayo — le nto yodwa yeyona ibangela uninzi lokuphucuka oza kukuqaphela.
Isiphumo esinyanisekileyo: isasazo ngoku lifika ngezithuthu. Ukudekhoda ngoqikelelo (ngezantsi) kukhupha iitoken ezamkelweyo ngamaqela amafutshane, ngoko umbhalo unokufika ngamaqhekeza abonakalayo endaweni yokufika ngesingqi esilinganayo segama ngalinye. Ukuba wakha i-UI ngokujoliswe kwisingqi esithambileyo se-3.0, isaya kusebenza — ulandelelwano lweetoken nesiqulatho azichaphazelekanga — kodwa unokufuna ukubuyisela ukuthambisa kwakho kwicala lomthengi ukuba ubuthanda inkangeleko yomshini wokuchwetheza. Sicinga ukuba abantu abaninzi bangathanda ukubuyiselwa imizuzwana.
Injini ngokwayo yakhawuleza
Ukususa isango kuncedisa kuphela xa into esemva kwesango ikhawuleza. Igalelo lesibini ngumatshini wenkonzo ochazwe kwicandelo 03: ubunzima be-NVFP4 be-4-bit kunye nokudekhoda ngoqikelelo kwiziqhubi zesizukulwana sangoku, ezisekelwe kwi-FP4, kwiqoqo lethu. Zonke ndawonye ziphakamisa umda otyhilwa kukususwa kwesango.
Ixesha elithathwa yimpendulo ephela nzima ngokuthelekiswa, uvavanyo lwangaphakathi lwe-Shannon Lab, Septemba 2026. Uluhlu lubonisa ubude bomyalelo nenqanaba: imiyalelo emifutshane ku-Lite ikufuphi nomda osezantsi, iimveliso ezinde ku-Pro zikufuphi nomda ophezulu.
03Kwenza ntoni ngokwenene ukudekhoda ngoqikelelo
Igama elithi ukudekhoda ngoqikelelo lisetyenziswa njengegama lokuthengisa, ngoko nalu ucwangco lwento eyenzekayo, ngokucacileyo.
Imodeli yolwimi ihlala ivelisa itoken enye kwipasi nganye ephambili. Loo pasi ayilawulwa yimibalo koko ilawulwa bububanzi bebhendi yememori — ubunzima kufuneka bufundwe ukuze kubalwe nantoni na, kwaye ukubufunda kuthatha ixesha elide kunemathematika. I-GPU ichitha ixesha layo elininzi ilinde imemori ngelixa amacandelo ayo okubala ehleli. Ukuvelisa iitoken ezingama-500 kuthetha ukuhlawula elo xesha izihlandlo ezingama-500, ngokulandelelana.
Ukudekhoda ngoqikelelo kuhlasela le nxalenye yokulandelelana. Imodeli yoyilo encinci nengabizi icebisa uluthotho olufutshane lweetoken ezilandelayo ezinokwenzeka — masithi ezine okanye ezisibhozo. Imodeli engundoqo ize ivavanye lonke olo luthotho ngepasi enye ephambili edibeneyo, ebiza kancinci ngaphezu kokuvavanya itoken enye, kuba inxalenye ebiza kakhulu (ukufunda ubunzima) yenzeka kanye ngoko nangoko. Yonke itoken ecetywayo evunyelwanwa yimodeli engundoqo iyamkelwa ize ikhutshwe ngoko nangoko. Kukungavumelani kokuqala, uluthotho luyanqunyulwa kwaye ukudekhoda okuqhelekileyo kuqalise apho.
Ipropati ebalulekileyo
Ukudekhoda ngoqikelelo kugcina imveliso injalo. Inyathelo lokuqinisekisa lakhiwe ngendlela yokuba ulandelelwano olwamkelweyo lusasazwe kanye njengoko ukusampula kwemodeli engundoqo bekuya kwenza. Awufumani impendulo yemodeli yoyilo, kwaye awufumani nqikelelo lempendulo yemodeli enkulu. Ufumana imveliso yemodeli engundoqo, efikelelwe ngamanyathelo alandelelanayo ambalwa. Imodeli yoyilo inokuchaphazela isantya kuphela, ingaze ichaphazele isiqulatho.
Izinga lokwamkelwa lelenza umsebenzi. Kumbhalo oqikelelekayo — imibhalo eqhelekileyo, ubume bekhowudi, izinto ezidibanisa ingxoxo — imodeli yoyilo iqikelela kakuhle kwaye uluthotho olude lufika kanye. Kwiitoken ezinzima ngokwenene, ukwamkelwa kuyehla kwaye inkqubo ibuyela ngokuthe cwaka kukudekhoda okuqhelekileyo kwetoken nganye. Loo mahluko ngulowo uwufunayo: ukhawulezisa iinxalenye ezilula kwaye awuzichaphazeli ezinzima.
Kutheni ubunzima be-4-bit bufanele bukho kwiparagrafu enye
Ngenxa yokuba umqobo bububanzi bebhendi yememori, ukunciphisa ubunzima lisixhobo sesantya esithe ngqo, hayi esobungakanani bememori kuphela. I-NVFP4 yifomathi enamanani anezahlulo ye-4-bit enokulinganisa okuchanekileyo kwibhloko nganye, yiyo into eyenza ukuba igcine ukuchaneka apho iindlela ezindala zokunciphisa amanani apheleleyo e-4-bit zazikulahla. Malunga nesinye kwisine seebhayithi ekufuneka zifundwe kwipasi nganye kuthetha ixesha elincitshisiweyo lokulinda imemori, kwaye kushiya indawo eninzi kakhulu ye-KV cache yomxholo omde efunwa yifestile ye-196K.
Ezi zimbini ziyaphindaphindana endaweni yokudibana nje: iibhayithi ezimbalwa kwipasi nganye, kunye neepasi ezimbalwa kwitoken nganye ekhutshwayo. Yiloo nto eyenza ukusasaza okungenasango, okusesantyeni esipheleleyo, kubize kancinci ukukusingatha endaweni yokuba yindleko ekufuneka siyibuyise ngokucothisa — nto leyo kanye ebisenziwa ngumaleko wokulinganisa isantya kwi-3.0.
04196,608 yeetoken: yintoni evulwa yifestile ephindwe ka-6
I-Shannon 3.0 yayinefestile yeetoken ezingama-32,768: iseshoni yomsebenzi, hayi uxwebhu. Malunga namaphepha angama-70-80 ombhalo, kususwe nantoni na ethathwa sisangqa sokuqiqa ekucingeni kwaso, kususwe umyalelo wakho wenkqubo, kususwe incoko ebekade iqhubeka. Umsebenzi wokwenene wawubetha kolo donga rhoqo, kwaye izisombululo ezimfutshane — ukwahlulahlula, ukushwankathela, ukukhutshwa kolwazi kwizinto zakho — zonke zonakalisa loo nto ubuzama ukuyigcina. Iitoken ezingama-196,608 luhlobo olwahlukileyo lwengxaki.
Ngokucacileyo, oko malunga namaphepha angama-400-500 ombhalo wesiNgesi, okanye ikhowudi yeprojekthi ephakathi ngobungakanani kunye noviwo lwayo ne-README yayo, okanye unyaka wamanqaku eentlanganiso zeprojekthi enye, okanye iseti epheleleyo yekhontrakthi kunye nazo zonke izihlomelo zayo — ibanjwe kwincoko enye, ibuzwe ngombuzo omnye, ngaphandle komaleko wokwahlulahlula phakathi kwakho nesixhobo.
- Imibuzo ngovimba wekhowudi upheleleyo. Layisha ikhowudi ubuze ukuba kutheni ibhagi ifika ekusetyenzisweni, endaweni yokuncamathisela iifayile ezintathu obusele uzikrokrela. Imodeli inokufumana ifayile ongazange ucinge ukuyifaka.
- Uhlalutyo lwamaxwebhu amade ngaphandle kokukhutshwa kolwazi. Ukukhutshwa kolwazi sisihluzo sangaphambili esilahlekelwayo esigqiba ukuba yintoni imodeli evunyelwe ukuyibona. Kwi-196K unokuthi uyitsibe uze uvumele imodeli ifunde yonke into, nto leyo esusa udidi lonke lokusilela apho isicatshulwa esifanelekileyo besingazange sikhutshwe.
- Iincoko ezihlala zinengqiqo. Iseshoni ende yomsebenzi ayisalahli ngokuthe cwaka isiqalo sayo. Imiqathango oyimisele kumyalezo wesithathu isasebenza kumyalezo wamashumi asibhozo.
- Indawo yesangqa sokuqiqa. Ukucinga, ukubhala uyilo nokuhlola kwesangqa ngokwaso kuthatha umxholo. Kwi-3.0 loo manyathelo ayekhuphisana nezinto zakho ngovimba omncinci. Kwi-3.1 alingana kakuhle, nto leyo eyinxalenye yesizathu sokuba ukuphucuka komgangatho nokwanda kwefestile kufike kunye.
- Iingeniso ezinkulu ezixubeneyo. Imifanekiso, umbhalo okhutshwe emaxwebhini nekhowudi kwithuba elinye, ngaphandle kokugweba ukuba zeziphi kuzo onako ukuzifaka.
Isilumkiso esinye esinyanisekileyo esisebenza kuzo zonke iimodeli zomxholo omde, kubandakanywa neyethu: ifestile enkulu ngumthamo, ayisosiqinisekiso sengqwalasela elinganayo kuyo yonke. Ubume busanceda. Ukubeka umbuzo kufuphi nasekupheleni, ukubhala iileyibhile kumaxwebhu akho, nokuxelela imodeli into emayiyikhangele — zonke ziphucula iziphumo ngokulinganisekayo kwiitoken ezingama-150K ngendlela ezingakwenzi ngayo kwi-5K.
05I-Lite ne-Pro: shannon-3.1 no-shannon-3.1-pro
La manqanaba mabini ahluke ngokuba baqhuba inxalenye enkulu kangakanani yesangqa sokuqiqa, kwaye nguwo kuphela umahluko obalulekileyo ekukhetheni phakathi kwawo.
| shannon-3.1 (Lite) | shannon-3.1-pro (Pro) | |
|---|---|---|
| Ukuqiqa | Ipasi enye | Isangqa esipheleleyo + ukuvuna ulwazi |
| Ukuzihlola | Hayi | Ewe |
| Ifestile yomxholo | 196,608 | 196,608 |
| Ukusasaza | Isantya esipheleleyo, akukho sango | Isantya esipheleleyo, akukho sango |
| Umbono & amaxwebhu | Ewe | Ewe |
| Isixhobo sokwenza imifanekiso | Ewe | Ewe |
| Ilungele | Umsebenzi omninzi, umthamo ophezulu | Imibuzo enzima, uyilo lokuqala olungoneleyo |
Sebenzisa i-Lite njengesiqhelo. Ipasi enye yemodeli yokuqiqa elungileyo iphatha uninzi lwezicelo zokwenene, kwaye kwi-3.1 ikhawuleza ngokwaneleyo kangangokuba isangqa asisenguyo into oyivayo ulindile. Yiya ku-Pro xa umbuzo ungulowo apho impendulo yokuqala idla ngokuphosakala ngendlela efundisayo: ukukhetha phakathi kweendlela zokwakha, uhlalutyo lokuchasana, nayiphi na into apho ubungathanda ukuba umsebenzi ozinzileyo ayilalele. Inyathelo lokuzihlola le-Pro asilohombiso — yimodeli efumana iimpazamo zayo phambi kokuba kufuneke uzifumane wena.
06Ukwanda kwe-32% kubukrelekrele, nendlela yokukufunda
Uvavanyo lwe-Shannon Lab lubeka i-Shannon 3.1 kukuphucuka kwe-32% kubukrelekrele ngaphezu kwe-Shannon 3.0. Sifuna ukucacisa ukuba yintoni loo nto kwaye ayiyontoni.
Lelethu inani, elivela kwisethi yethu yovavanyo lwangaphakathi, elimetwe kwimisebenzi esiyithatha njengemele into abantu abayizisa ngokwenene kwezi modeli. Ayisosikali sovavanyo somntu wesithathu, kwaye asakhi theyibhile yebhodi yamanqaku ngenani elinye langaphakathi kwaye asipapashi kwahlulwa ngovavanyo ngalunye — ukwahlulwa kubonisa umlinganiselo wokuthelekiswa nangaphandle ongenako ukuboniswa yisethi yovavanyo yangaphakathi.
Into esiya kuyithetha yeyokuba oku kwanda kuvela phi, kuba loo nxalenye ayifihlakalanga. Ifestile yomxholo enkulu ithetha ukuba zizinto ezimbalwa ekufuneka zilahlwe phambi kokuba imodeli ziqiqe ngazo, kwaye inxalenye enkulu yokubonakala kokungakrelekrele kwiiseshoni ezinde inyaniso yayo kukulibala. Umatshini wenkonzo esiwulawulayo uthetha ukuba imodeli iqhuba ngokulungiswa esasikuceba, hayi ngokumiselwe ngumsingathi. Kwaye isangqa sokuqiqa — esingatshintshwanga kuyilo — ngoku sinendawo yokuqhubeka ngokwenene ngaphakathi kwefestile endaweni yokuxineka phantsi komda we-32K ebesiwabelana ngawo neengeniso zakho.
Olona vavanyo luluncedo kuwe lolwakho. Thatha umyalelo kumsebenzi wakho wokwenene — hayi iphazili, owenene — uze uwuqhube ku-shannon-3 emva koko ku-shannon-3.1. Thelekisa iimpendulo, uze uzikale ixesha. Amanani ethu achaza umndilili kwisethi epheleleyo; ngumyalelo wakho ekufuneka ubengcono.
07Umbono, amaxwebhu, nokwenziwa kwemifanekiso
I-Shannon 3.1 ifunda imifanekiso namaxwebhu. Iiskrinshothi, imizobo, iifoto, amaphepha askeniweyo, ii-PDF namaxwebhu ombhalo anokungena kwincoko aze aqiqwe kunye nazo zonke ezinye izinto. Idityaniswe nefestile ye-196K, yiyo into eyenza ukusebenza ngamaxwebhu apheleleyo kwenzeke: ingxelo ende neetshathi zayo kwithuba elinye, ngaphandle kokugqiba kwangaphambili ukuba ngawaphi amaphepha imodeli evunyelwe ukuwabona.
Ukwenziwa nokuhlelwa kwemifanekiso kuyafumaneka kwincoko njengesixhobo. Cela umfanekiso, imodeli ize ibize isixhobo ngaphakathi, kwincoko efanayo, inomxholo wayo yonke into exoxiweyo ukuza kuthi ga ngoku. Ukuhlela kusebenza ngendlela efanayo — nika imodeli umfanekiso, uchaze utshintsho olufunayo. Akukho ndlela yahlukileyo omawutshintshele kuyo kwaye akukho jongano lahlukileyo omawulifunde.
08Ukubiza i-Shannon 3.1 kwi-API
I-Shannon 3.1 iyafumaneka kuzo zontathu iindidi ze-API, ngokusasaza kuyo nganye. Iimodeli ezifanayo, iindlela ezintathu zezicelo — khetha nayiphi na ehambelana ne-SDK osele unayo.
| I-endpoint | Uhlobo | Ukusasaza |
|---|---|---|
| /v1/chat/completions | Ihambelana ne-OpenAI | Ewe |
| /v1/messages | Ihambelana ne-Anthropic | Ewe |
| /v1/responses | Responses | Ewe |
{
"model": "shannon-3.1",
"stream": true,
"messages": [
{ "role": "user", "content": "Summarize this contract set and flag anything unusual." }
]
}Tshintsha u-"shannon-3.1" ube ngu-"shannon-3.1-pro" ukuze uqhube isangqa sokuqiqa esipheleleyo. Ukuba sele ubiza u-shannon-3, ukufuduka yi-id yemodeli kuphela: iindlela zesicelo neempendulo azitshintshanga, kwaye abathengi bokusasaza abakhoyo bayaqhubeka besebenza. Umahluko omnye wokuziphatha okulindelekileyo lisasazo elifika ngezithuthu elichazwe kwicandelo 02 — iitoken ezifanayo, ulandelelwano olufanayo, zifika kwangoko nangamaqhekeza angalinganiyo.
Isalathiso esipheleleyo seeparamitha, ukungqinisiswa, intsingiselo yeempazamo kunye nendawo yokuzama esebenzayo zikwi-amaxwebhu e-API. Amanye amakhadi eemodeli nemibhalo yobuchwephesha akwi-uphando lwe-Shannon.
09Isengacinezelwanga, kwaye ayitshintshanga kuloo nto
I-Shannon 3.1 ayinamaleko wokwala kwaye akukho kuhluzwa kwesiqulatho kwimveliso. Le yindlela efanayo neyawo wonke umgca we-Shannon kwaye ayitshintshanga ngokufudukela kwiqoqo lethu — enyanisweni, ukulawula umatshini wenkonzo kwenza kube lula ukukuqinisekisa, kuba akukho msingathi ophakathi onomgaqo-nkqubo wakhe ohleli phakathi kwemodeli nawe.
Kufanelekile ukuba kuthethwe ngokucacileyo kuba yeyona nto icacileyo umntu anokuzibuza yona ngokukhutshwa okutshintshe indlela yonke yemveliso: ukususa umaleko wokulinganisa isantya akuzange kuthethe ukufaka umaleko wolawulo lwesiqulatho endaweni yawo. Akukho nto ihlolayo, ibhala kwakhona, okanye ivalela isasazo. Into eveliswa yimodeli yiyo efikayo. I-Shannon 3.1, ngokwazi kwethu, yeyona modeli ye-AI engacinezelwanga ikhawulezayo ifumanekayo enefestile yomxholo yobu bungakanani — kwaye ezi propati zimbini zinxulumene, kuba zombini zivela ekuqhubeni izixhobo zethu endaweni yokuqesha umthamo owakhelwe ukuthobela imithetho yomnye umntu.
Ukungacinezelwa akufani nokungaphenduli. Ukusetyenziswa kulawulwa yiPolisi yethu yoSetyenziso oluNoxanduva, kwaye uxanduva oluza nemodeli ezakuthetha ngezinto ezinzima kukuba usebenzisane nayo ngoxanduva.
10Yenza uthelekiso ngokwakho
Lonke ibango elikweli nqaku linokuhlolwa kwimizuzu emibini, kwaye singathanda ukuba uhlole endaweni yokusikholelwa.
- Khetha umyalelo kumsebenzi owenzayo ngokwenene. Omde ungcono — usebenzisa ifestile nokusasaza kunye.
- Wuqhube ku-
shannon-3. Qaphela ixesha elithathwa yitoken yokuqala, nexesha elithathwa yimpendulo epheleleyo. - Qhuba umyalelo ofanayo ku-
shannon-3.1. Qaphela loo manani mabini afanayo. - Emva koko funda zombini iimpendulo, ungajongi ixesha, uze ugqibe ukuba yeyiphi ebuya kuyifuna.
Umahluko wesantya uya kubonakala ngoko nangoko kwaye ucace. Umahluko womgangatho ngowona ufanelwe kukucingisiswa — ubonakala kakhulu kwiingeniso ezinde, apho i-3.0 ibisebenza ngokuthe cwaka nesiqingatha esincinci sezinto zakho kunokuba ubucinga.
11Imibuzo ebuzwa rhoqo
Yintoni i-Shannon 3.1?
I-Shannon 3.1 kukukhutshwa kwangoku kosapho lwe-Shannon 3. Igcina isangqa sokuqiqa esiphindaphindayo esifanayo — ukucinga, ukubhala uyilo, ukuzihlola, ukuphucula — kodwa isiqhuba ngokuthe ngqo kwiqoqo lethu leeGPU endaweni yomsingathi wangaphandle. Uvavanyo lwe-Shannon Lab lubonisa ukuphucuka kwe-32% kubukrelekrele kunye neempendulo ezikhawuleza i-10-15x xa kuthelekiswa ne-Shannon 3.0, ifestile yomxholo yona inyuswe ukusuka kwi-32,768 ukuya kwi-196,608 yeetoken.
Ikhawuleza kangakanani i-Shannon 3.1 kune-Shannon 3.0?
Phakathi kwe-10x ne-15x ngokukhawuleza kwiimpendulo ezipheleleyo, ngokovavanyo lwe-Shannon Lab. Zimbini izinto ezibangela oku. Imveliso ye-Shannon 3.0 yayidlula kumaleko wokulinganisa isantya owawusicutha ngabom isasazo; i-Shannon 3.1 ayinasango lesantya kwaye ayinakucotha kokutyhila, ngoko iitoken zifika kuwe ngesantya injini ezivelisa ngaso. Nenjini ngokwayo ikhawuleza ngakumbi: ubunzima be-NVFP4 be-4-bit kunye nokudekhoda ngoqikelelo kwiqoqo lethu leeGPU.
Inkulu kangakanani ifestile yomxholo ye-Shannon 3.1?
Ziitoken ezingama-196,608, ukwanda kwe-6x ngaphezu kweetoken ezingama-32,768 ebezifumaneka kwi-Shannon 3.0. Malunga namaphepha angama-400-500 ombhalo, okanye ikhowudi yeprojekthi ephakathi ngobungakanani, igcinwe kwincoko enye ngaphandle kokwahlulahlulwa kwesiqwenga okanye ukukhutshwa kolwazi.
Kwenza ntoni ukudekhoda ngoqikelelo kwaye kutheni kubalulekile apha?
Imodeli encinci ekhawulezayo yoyilo icebisa uluthotho lweetoken ezilandelayo ezinokwenzeka, imodeli engundoqo ize iziqinisekise ngepasi enye edibeneyo. Iitoken ezamkelweyo zikhutshwa ngoko nangoko; ezaliweyo zibuyela kukudekhoda okuqhelekileyo. Imveliso yile ibiya kuveliswa yimodeli engundoqo ngokwayo, kodwa iitoken ezininzi zinokufika kwinyathelo ngalinye lokuqinisekisa endaweni yenye. Yiyo into eyenza ukusasaza ngesantya esipheleleyo kubize kancinci endaweni yokuba yingxaki yeendleko.
Ingaba i-Shannon 3.1 ayicinezelwanga?
Ewe. I-Shannon 3.1 ayinamaleko wokwala kwaye akukho kuhluzwa kwesiqulatho okusetyenziswa kwimveliso yayo, njengoko kunjalo kuwo wonke umgca we-Shannon. Ukususwa komaleko wokulinganisa isantya akuzange kongeze umaleko wolawulo lwesiqulatho endaweni yawo — isasazo olifumanayo yimveliso yemodeli.
Zeziphi ii-id zeemodeli kwaye ndingayisebenzisa phi i-Shannon 3.1?
I-shannon-3.1 linqanaba le-Lite kwaye i-shannon-3.1-pro linqanaba le-Pro. Zombini ziyafumaneka kwincoko nakuzo zontathu iindidi ze-API: /v1/chat/completions (eyilwe ngendlela ye-OpenAI), /v1/messages (ngendlela ye-Anthropic), kunye ne-/v1/responses. Ukusasaza kusebenza kuzo zontathu.
Uyintoni umahluko phakathi kwe-shannon-3.1 ne-shannon-3.1-pro?
I-Lite iqhuba ipasi enye yesangqa sokuqiqa: iyacinga, ize iphendule. I-Pro iqhuba isangqa esipheleleyo — ukucinga, ukubhala uyilo, ukuzihlola, ukuphucula — kunye nenyathelo lokuvuna ulwazi phambi kokubhala uyilo. I-Lite yeyona ilungele umsebenzi omninzi; i-Pro yeyemibuzo apho impendulo yokuqala idla ngokungabi yeyona ilungileyo.
Zama i-Shannon 3.1
Isangqa sokuqiqa esifanayo. Ifestile ephindwe kathandathu. Akukho sango lesantya.
Qala Ukuncokola Funda Amaxwebhu e-APIshannon-3.1 · shannon-3.1-pro · ukusasaza kuzo zontathu iindidi
Amanani okusebenza nawobukrelekrele kweli nqaku ngamanani alinganiswe yi-Shannon Lab kuvavanyo lwangaphakathi, Septemba 2026, kwaye athethwa njengamanani emveliso hayi njengeziphumo zovavanyo lwesikali somntu wesithathu. Ifestile yomxholo, ii-id zeemodeli, nokufumaneka kwe-API ziinkcukacha zemveliso. I-Shannon AI iqhutywa yi-Shannon Lab LLC, New Mexico, USA. Okunye onokukufunda: Shannon 3 · Isalathiso sophando lwe-Shannon · Amaxwebhu e-API.