Tauira Hy3 Kore-ārai API
Ko te tūāpapa 295B Hy3 a Tencent i te pono taumaha 8-pī, me te whakaputa json_schema pūmau, he matapihi 262,144-tohu me te kore paparanga whakakāhore — i te utu papa o te rārangi.
Whakarāpopoto
Hy3-W8A16 ko te tuatoru o ā mātou tauira W8A16 e toru — taumaha 8-pī, hohenga 16-pī, te taumata pono-rawa e whakahaeretia ana e mātou. He kuputuhi anake, ka tautoko i te json_schema me te response_format tahi, e kawe ana i te horopaki 262,144-tohu me te tapa whakaputa 16,384-tohu o te rārangi katoa, ā, he $0.50 / $2.00 ia miriona tohu tōna utu — te papa. Kāore he paparanga whakakāhore, kāore he tātari whakaputa. Kōwhiria mō ngā awa mahi kuputuhi nui-rawa me whakahoki i te whakaputa ka parsengia, kua tāritarihia, i ia karanga, tae atu ki te rauemi ka whakakāhoretia e tētahi tauira kua tātaritia.
Ko te nuinga o ngā tautohenga "ko tēhea tauira me whakamahi e ahau" e pā ana ki te taumata teitei rawa: ko tēhea e tuhi ana i te waehere pai rawa, e whakaoti ana i te pāngarau uaua rawa, e toa ana i te rere kaihautū roa rawa. Kāore e mahi pēnā ngā awa mahi kua whakahangatia. Ko tētahi mahi e tango ana i ngā māra mai i tētahi rau mano tuhinga ia rā kāore e hiahia i tētahi tauira e whakamīharo ana i te wā kotahi — e hiahia ana i tētahi e tika ana i te āhua ōrite ia wā, ā, kāore rawa e whakahoki mai i tētahi parāweta i te wāhi e tika ana kia noho tētahi ahanoa JSON. Koirā te āhuatanga kei konei ai a Hy3-W8A16.
01He aha a Hy3, ā nō hea mai
He tauira whakaaroaro me te kaihautū taumaha-tuwhera a Hy3 nā te tīma Hunyuan a Tencent, i whakaputaina katoatia i te 6 o Hōngongoi 2026 i raro i tētahi raihana taritari, me ngā taumaha kua whakaputaina ki Hugging Face. Ka whakawhānui i te whakapapa o te mahi Hunyuan-Large Whakaranu-o-Ngā-Mātanga a Tencent i mua. I te taha hanganga he MoE korekore: 295 piriona tawhā katoa, tata ki te 21 piriona e hohe ana ia tohu mā te whakarite-ara top-8 puta noa i te 192 mātanga, i runga i tētahi huringa-waehanga 80-paparanga me te grouped-query attention, me tētahi paparanga Multi-Token Prediction motuhake 3.8B mō te whakawetewete matapae. Ko te horopaki taketake he 256K — ko ngā tohu 262,144 tonu e whakaaturia ana e mātou, ehara i te tapahitanga o tētahi mea nui ake, i te whakawhānuitanga rope-tōia rānei o tētahi mea iti ake.
Ko taua ōwehenga korekore te nama nui mō te tangata e utu ana ia tohu: ka kawe a Hy3 i te mātauranga o tētahi tauira 295B i a ia e mahi ana i te tata tatauranga o tētahi 21B ia neke-whakamua. Koinā hoki te take ka taea e mātou te whakahaere i a ia i te 8 pī kaua e kōpaki kaha ake — ka uru tonu, ka tere tonu hoki te hanga 8-pī o tētahi tauira korekore pēnei i runga i tā mātou ake tautau GPU.
Ki tā Tencent, he aha ngā mea e pai ai
E whakatū ana ngā ripanga arotake a Tencent i ngā kaha o Hy3 ki te rapu kaihautū, te whakahaere taputapu, me te tikiatu horopaki-roa, kaua ki te waehere mata. Anei ā rātou tau i pūrongotia:
Kei te whakaatu mātou i ngā pae ngoikore i runga i te ngākau. Ka noho a Hy3 i muri i a GLM-5.2 mō te waehere i roto i te whakataurite ake a Tencent — 78.0 hei whakataurite ki te 84.2 i te SWE-bench Verified, 28.0 hei whakataurite ki te 46.2 i te DeepSWE. Mēnā ko tāu kawenga mahi he hangarau pūmanawa maha-kōnae taurangi, pānuitia tuatahitia te toenga o te taupū rangahau tauira. Mēnā he pānui kuputuhi me te whakaputa hanganga, he tata ki te tino pai te tāhua.
Ko te tau tino nui mō te mahi awa he mea pono-whakahaere: e pūrongo ana a Tencent i te reiti pono-teka o Hy3 i te 5.4%, kua heke mai i te 12.5% o te whakatupuranga o mua, me ngā hapa mātau-noa e heke ana mai i te 25.4% ki te 12.7%. Ko tō rātou mātāpono whakangungu i kīia — me whakautu ina he taunakitanga, me kī mārama ina kāore he mea — koirā tonu te tū āhua e hiahia ana koe i tētahi tauira tango-raraunga, i tua atu i tāna e hanga ai i tētahi uara āhua-tika mō tētahi māra kāore rawa i whakahuahia e te pūtake.
Ko ngā tau katoa o tēnei wāhanga he mea pūrongotia e Tencent mai i ā rātou ake whakamātautau; i te wā i tuhia ai tēnei, kāore anō kia oti te whakaū motuhake e te tuatoru. Whakaarohia hei tohu ahunga, kaua hei mea kua whakatauhia.
02He aha te tikanga o W8A16, ā he aha ai e nui ana mō te putanga hanganga
Ka kawe ia tauira o te kūwaha i tētahi taunga quantization. Ehara i te whakapaipai noa — e whakaatu ana ki a koe te matara o ngā taumaha e whakahaeretia ana mai i te tohu-oti i whakaputaina e te whare rangahau.
| Taumata | He aha tāna mahi | Pono |
|---|---|---|
| 3BIT-REAP | He taumaha 3-pī me te REAP, he tikanga tapahi-mātanga e muku ana i ngā mātanga MoE onoono-whakarite-ara i mua i te quantizing | Te mea kōpaki-rawa |
| W4A16-AUTOROUND-REAP | He taumaha 4-pī / hohenga 16-pī mā AutoRound — te porowhita kua akona e whakahoki mai ana i te tika i tua atu i te porowhita-ki-te-tata-rawa māori — me te tapahi REAP | Waenga |
| W8A16 | He taumaha 8-pī / hohenga 16-pī. Kāore he tapahi, kāore he whakatikatika-porowhita-akona — ka kawea noatia ngā taumaha ki te rua whakarea o te pono | Te mea pono-rawa |
Ko hea tino whara ai te kotiti quantization
Ka whakahoki mai a REAP me AutoRound i te nuinga o ngā mea ka ngaro i te kōpaki ngāwari — engari he mahi tā te kupu "nuinga" i taua rerenga, ā, kāore te toenga e tau ōrite. Ka whakaheke te quantization pī-iti i te waha: ngā whakatau tūponotanga-iti, motuhaketanga-nui. I roto i te tuhinga parāweta, he tata-kore-kitea tērā; he rerenga pai tonu tētahi kupu-whakaahua rerekē. I roto i te putanga hanganga ko te tākaro katoa tērā, nā te mea he mekameka roa te schema o ngā whakatau tūponotanga-iti me tika tonu ia mea:
- Wetereo taumata-tohu. He kōpeke katinga, he piko, he tohu whakahua. He tohu kotahi ia mea, ā, ka whakakore tētahi tohu hē i te whakautu katoa.
- Te whakahau enum. E kī ana tō schema he kotahi o te
"open" | "closed" | "pending"te"status"; ka whakahoki mai tētahi tauira kua kotiti i te"Open", i te"pending review"rānei — he tata i te tikanga, engari kāore e whaimana tētahi. - Te whakahau momo. Ka hoki mai tētahi māra
numberhei"1,240", tētahibooleanhei"yes". Ka parsengia ērā e rua hei aho, ā, ka hapa i te schema. - Ngā kupu-kī hiku-roa. Ngā ingoa tapa onoono, ngā tau wāhanga, ngā ingoa matū, ngā tuhituhinga ehara-i-te-Latin, ngā rā tino tika — ko te rohe tūponotanga-iti tonu e pōuriuri ana ngā taumaha pī-iti.
Ehara tēnei i te mea he kino ngā tauira 4-pī, 3-pī rānei; mō te mahi kōrerorero, he maha ngā wā kāore te rerekētanga pono e ōrite ana ki te rerekētanga utu. Engari ina ko te kaiwhakamana, kaua ko te tangata, te kaiwhiwhi o te whakaputa, ka huri tika te pono o te waha ki te reiti parse — ā, ka huri te reiti parse ki te pūtea whakamātau-anō me te whakaroa p99. Ko W8A16 te taumata e mutu ai tāu utu i taua tāke.
03Te putanga hanganga: json_schema me te response_format
Ka tautoko a Hy3 i ngā haurua e rua o te mata putanga-hanganga — he mea nui kia kīia mārama, nā te mea ehara tēnā i te mea whānui puta noa i te rārangi:
| Tauira | response_format | json_schema |
|---|---|---|
| Hy3 · W8A16 | Āe | Āe |
| MiMo-V2.5-Pro · W8A16 | Āe | Āe |
| inkling · W4A16-AUTOROUND-REAP | Āe | Kāo |
| Laguna-S-2.1 · W4A16-AUTOROUND-REAP | Kāo | Kāo |
He nui ake te rerekētanga o ngā tikanga e rua i tā te tangata e whakaaro nei. Ka tono te response_format: {"type": "json_object"} i te JSON whaimana, kāore he mea atu — ka kōwhiri te tauira i te āhua, nō reira ka taea e ngā karanga e rua te whakahoki mai i te {"name": ...} me te {"full_name": ...}, ā, he tika ēnei e rua. Ka homai e te json_schema te āhua i mua rawa: ngā māra kua whakaingoatia, ngā momo, ngā enum, ngā rārangi hiahiatia, te whakakohanga. He kirimana tēnā ka taea e koe te tuhi waehere ki reira.
He karanga iti rawa i runga i te reo rite-ki-OpenAI:
POST /v1/chat/completions
{
"model": "Hy3-W8A16",
"messages": [
{"role": "system", "content": "Extract fields from the incident report. Use null for anything not stated."},
{"role": "user", "content": "<report text>"}
],
"response_format": {
"type": "json_schema",
"json_schema": {
"name": "incident",
"strict": true,
"schema": {
"type": "object",
"properties": {
"severity": {"type": "string", "enum": ["low","medium","high","critical"]},
"component": {"type": "string"},
"occurred_at": {"type": ["string","null"], "description": "ISO-8601"},
"affected_users": {"type": ["integer","null"]},
"indicators": {
"type": "array",
"items": {"type": "object", "properties": {
"kind": {"type": "string", "enum": ["ip","domain","hash","cve"]},
"value": {"type": "string"}
}, "required": ["kind","value"]}
}
},
"required": ["severity","component","occurred_at","affected_users","indicators"]
}
}
}
}Ngā kupu āwhina mahi
- Waiho ia māra hei mea hiahiatia, ā, whakaaetia te
null. Ka pōhēhē ngā māra kōwhiringa i ngā ngarohanga puku; ka akiaki tētahi māra hiahiatia-engari-null i tētahi "kāore i konei" mārama, he mōhiohio ka taea e koe te whakamahi. - He pai ake ngā enum i ngā aho watea. I ngā wāhi katoa ka taea e koe te kati i te huinga uara, katia — koirā te panoni mana-teitei rawa ki te reiti angitu ao-tūturu o tētahi schema.
- Noho i raro i te tapa whakaputa 16,384-tohu. Ka tapahia tētahi rārangi kore-here i waenganui-ahanoa. Whakatapatia te roa o ngā rārangi, wehewehea rānei te tāuru.
- Pupurihia te karere pūnaha. Ka here te schema i te āhua; ka whakahaere tonu te tohutohu i te tikanga — he aha te "tino nui," ko tēhea rā ka toa ina rua ngā mea ka puta, me whakaōrite rānei ngā waeine.
- Whakamanahia ahakoa. Ka whakapiki te tautoko schema i te reiti angitu; kāore e whakakapi i tētahi kaiwhakamana me tētahi kūia reta-mate.
04He aha ai he āhuatanga pono-whakahaere te "kore-ārai," kaua noa he mea ihirangi
Kāore he paparanga whakakāhore, kāore hoki he tātari whakaputa kei runga i a Hy3 i te kūwaha. Ko te anga auau e pā ana ki te ihirangi: ka taea e koe te tukatuka i te rangahau haumarutanga, te tātari pūmanawa-kino, ngā tuhinga whakamahi-hapa, ngā kohinga rongoā me te ture, te rauemi pakeke, ngā tuhinga whakaiti-kino, ngā tuhi kōrero-kaiwhakamahi-hōhā rānei, kāore te tauira e whakatau mōu he pai ake mēnā kāore ia e mahi.
He take tuarua, hangarautanga ake, e nui ai. He takahi schema te whakakāhoretanga. Ko tētahi tauira kua tātaritia, ina whakakāhore, kāore e whakahoki mai i tō ahanoa me tētahi haki "unavailable" — ka whakahoki mai he parāweta. "Kāore au e taea te āwhina i tērā tono." Ehara taua aho i te ahanoa incident; ka hapa i tō kaiwhakamana, ka tau ki te kūia reta-mate i te taha o ngā hapa parse tūturu, ā, me wehewehe e koe ināianei ngā whakakāhoretanga kaupapa here mai i ngā hē tūturu.
He kino ake, ka hono ngā whakakāhoretanga ki te ihirangi, kaua e tohatoha matapōkere ana. Mēnā he 4% o tō kohinga he pūrongo take haumarutanga, ā, ka whakakāhore te tauira i te nuinga o aua mea, kāore koe i ngaro noa i te 4% o te rere-mahi ōrite puta noa — kua ngaro i a koe tētahi akomanga, ā, ka pūku ngā tau i raro iho i te mea tino nui i hangaia ai te papatohu i runga i aua raraunga. He nui ake te utu o ngā kōpū āhua-akomanga i te haruru ōrite nā te mea kāore he mea e whakaoho ana i runga i a rātou. Tangohia te ara whakakāhore, ā, ko te toenga — ngā hanga hapa, ngā tapahitanga, te kuputuhi rangirua — kāore e hono ana ki te kaupapa, nō reira ka taea te ine.
Ehara te kore-ārai i te kore-haepapa
Ko te kore o te paparanga whakakāhore te tikanga kāore te tauira e whakaputa whakaaro mō tō tāuru. Ehara te tikanga o tēnā he kore-mātakitaki i te pūkete. E whakahaerea ana te whakamahinga e tā mātou Kaupapa Here Whakamahi Haepapa me te ture e pā ana, ā, ka mutu te urunga i te tukino. Ko te tango i te tātari e whakamutu ana i te whāwhā a te tauira i tō hiahia mai i tētahi kongakonga tuhinga; kāore e tango i tō haepapa mō tāu e hanga ana.
05Te horopaki, te tapa whakaputa, me te whakahaere pūtea mō aua mea
Ka noho tahi ia tauira o te kūwaha i ngā tapa ōrite:
He pūtea noho-tahi te horopaki: me uru tahi te tohutohu me te whakaputa ki roto i te 262,144, nō reira ko te tapa tāuru whaimana i te karanga kotahi he tata 245,000 tohu, tata rawa ki te 180,000 kupu Ingarihi. Mō te mahi hanga-whakaritea, ko te tapa whakaputa 16,384-tohu te here uaua ake, ā, koinā te mea e miharo ai te tangata — ka pā tētahi schema e whakaputa ana i te ahanoa kotahi ia rekoata i taua tapa i mua noa i te kī o te matapihi. E rua ngā tauira e whawhati ana i tēnā:
- He tāuru whānui, he whakaputa whāiti. Kuhuna he kirimana katoa, he pūranga, he matapihi rārangi rānei ki roto i te horopaki, ā, tonoa he ahanoa kōpakina kotahi. He hauwhā anake te utu o ngā tohu tāuru i ngā tohu whakaputa, nō reira ka utua e te utu te pānui nui me te tuhi iti.
- Wehewehea mā ngā rohe rekoata, kaua mā te tatauranga paita. Wehewehea i te wāhi ka kite te tauira i te hono. Ka hua mai tētahi rekoata kua tapahia i waenganui-rerenga he ahanoa hē whakapono-nui, kaua he hapa mārama.
Ko te kaha tikiatu horopaki-roa o Hy3 i pūrongotia — te 73.4 i te AA-LCR, me te pekenga mai i te 42.9% ki te 75.1% i te maumahara kōrerorero-roa MRCR — koirā tonu te āheinga e whakawhirinaki ana te tauira tuatahi, ā, he pūkenga rerekē i te tuhi pai.
06Te utu papa, me te tatauranga o tētahi awa mahi tūturu
E noho ana a Hy3 i te $0.50 ia miriona tohu tāuru me te $2.00 ia miriona tohu whakaputa — te papa o te rārangi, e tiritahi ana me MiMo-V2.5, MiMo-V2.5-Pro, DeepSeek-V4-Flash-0731 me MiniMax-M3. Anei te tatauranga mō ētahi kawenga tauira:
| Kawenga mahi | Tāuru / ia karanga | Whakaputa / ia karanga | Utu / ia karanga | Ia 1M karanga |
|---|---|---|---|---|
| Te tango māra | 1,200 | 300 | $0.0012 | $1,200 |
| Te whakarōpū tuhinga | 3,000 | 120 | $0.0018 | $1,800 |
| Te whakarāpopoto tuhinga-roa ki te schema | 40,000 | 900 | $0.0218 | $21,800 |
| Te tātari matapihi-katoa | 240,000 | 2,000 | $0.1240 | $124,000 |
Ehara te nama e panoni ana i ngā whakatau i te reiti kaituhi engari ko te reiti whaihua whai muri i ngā whakamātau-anō. Mēnā he utu ōrite ō ngā tauira e rua, ā, ka hapa tētahi i te whakamana i te 6% o ngā karanga i te mea ka hapa tētahi atu i te 1.5%, ka rere te tauira kotiti-nui i te tata 4.5% karanga atu — he mea e taea te whakaora. Kei te waha te kino: ka rua whakarea te roa o ngā karanga whakamātau-anō, nō reira ka tata rua whakarea te whakaroa p99 mō tētahi wāhanga o te hokohoko e kitea ana, ā, ko ngā mea ka hapa e rua ka huri hei mahi-ā-ringa. I te miriona karanga ia rā, he mano rekoata ka pānuitia e te tangata.
Nō reira te tautohenga mō te taumata 8-pī i te utu papa: kāore koe e utu i tētahi utu nui ake mō te pono i konei, nō reira he moni kore-utu te tatauranga whakamātau-anō. Mēnā he utu-iti ake tētahi tauira 3-pī, ka nui tētahi hokohoko tūturu hei whakataurite — he utu ōrite tā Hy3 ki te mea utu-iti rawa o te rārangi.
07E toru ngā reo API, kotahi te tauira
Ka tae atu a Hy3 mā ngā reo kūwaha e toru katoa, me te streaming i ia mea. He tauira ōrite, he taumaha ōrite, he tapa ōrite — kōwhiria tēhea e rite ana ki te SDK kua whai kē koe.
| Pito ara | Reo | Whakamahia ina |
|---|---|---|
| /v1/chat/completions | OpenAI | He SDK OpenAI, LangChain, LlamaIndex rānei tāu. Tohua tēnei hei URL pū, panonihia te id tauira. |
| /v1/messages | Anthropic | Kei runga koe i te SDK Anthropic, ā, e hiahia ana koe i ngā poraka ihirangi kāore he paparanga whakamāori. |
| /v1/responses | Responses | E hiahia ana koe i te āhua tono hōu ake me te whakaputa kua tāritarihia me te tūnga ā-tūmau. |
Ka tautoko hoki a Hy3 i te karanga taputapu me te whakaaroaro, tae atu ki te reasoning_effort. Mō te mahi tango-raraunga, ko te nekehanga whai take te whakaheke i te whakaaroaro: i runga i tētahi schema kua tino whakaahuatia i runga i te kuputuhi mā, he tohu whakaputa ngā tohu whakaaroaro ka utua e koe, he whakaroa ka tatari koe, mō tētahi painga iti noa. Whakapaua kē te pūtea kaha ki te tāuru rangirua tūturu.
Kei te tuhinga API te tohutoro tono me te whakautu katoa, ngā rārangi tawhā, te tikanga streaming me tētahi papa tākaro whakawhitiwhiti.
08Te kōwhiri i waenga i ngā tauira W8A16 e toru
E toru ngā tauira e noho ana i te taumata pono-rawa, kei te utu papa katoa. Ko te momo te mea nui e kōwhiri ai:
| Tauira | Tirohanga | json_schema | Utu tāuru / whakaputa | Kōwhiria mō |
|---|---|---|---|---|
| Hy3 · W8A16 | Kāo | Āe | $0.50 / $2.00 | Ngā awa mahi hanga-whakaritea kuputuhi-anake, te whakahaere taputapu, te tikiatu horopaki-roa |
| MiMo-V2.5-Pro · W8A16 | Kāo | Āe | $0.50 / $2.00 | Te mahi kuputuhi-anake e hiahia ana koe i te whakatikatika Pro o te raina MiMo |
| MiMo-V2.5 · W8A16 | Āe | Āe | $0.50 / $2.00 | Ngā mea katoa he whakaahua tōna — ngā tuhinga mataki, ngā hopukanga mata, ngā whakaahua pūhoto |
Mēnā he whakaahua tētahi wāhanga o tō tāuru, kua oti kē te whakatau mōu: he kuputuhi anake a Hy3 — tukua ngā PDF mataki, ngā hopukanga mata, me ngā whakaahua pūhoto ki a MiMo-V2.5. I te wāhi he kuputuhi tūturu te tāuru, ko te tāhua a Hy3 mō te whakamahi taputapu-kaihautū, te maumahara horopaki-roa me te reiti pono-teka iti kua pūrongotia te mea e whakaata tika ana ki te mahi awa. Nā te mea he utu ōrite ā rātou e toru, whakahaeretia tō schema ki ētahi e rua o rātou i runga i ētahi rau rekoata tūturu, whakataurite i ngā reiti parse; koinā ka whakatau pai ake i tētahi ripanga, tae atu ki tēnei.
09Te wāhi e whiwhi ai a Hy3 i tōna tūranga
- Te tango māra nui-rawa. Ngā kirimana, ngā pūranga, ngā pūrongo take, ngā tuhi kōrero, ngā tuhipoka haumanu, ngā rekoata kōti — ngā wāhi katoa he ahanoa kua tāritarihia ia tuhinga te otinga, ā, ka nui te utu whakamātau-anō i te rahi.
- Te whakarōpū me te whakarite ara i te rahi. Ngā putanga enum kua kati, i reira ko te uara katoa o te tauira te kore-e-hanga rawa i tētahi akomanga tuaiwa tekau mā iwa.
- Ngā kohinga haumarutanga me te mōhiohio-whakatuma. Ngā tuhinga pūmanawa-kino, ngā whakapuakitanga whakamahi-hapa me ngā tauira hī-tāware — te rauemi e taka ana i ngā tauira kua tātaritia ki te whakakāhore, ā, i reira ka whakakore tētahi kōpū āhua-akomanga i te take.
- Ngā kaihautū karanga-taputapu kāore e taea te aukati. Ko te pono taunaha 8-pī te tikanga ka parse te JSON kua hoatu ki ō mahinga; he kaihautū kua aukatihia tētahi karanga taputapu kua whakangaromia, kaua he whakautu āhua kino iti ake.
- Te tātari tuhinga-roa ki te hanganga. He pūranga katoa e uru ana, kotahi ahanoa kōpakina e puta ana.
- Te whakahaere-ihirangi me te rangahau kaupapa here. He raru whakawhirinaki-me-haumaru tūturu te tapa i te rauemi ka whakakāhoretia e tētahi tauira kua tātaritia te pānui; ka whakaotihia tika e tētahi tauira kore-tātari me tētahi schema pūmau.
Ā, tōna wāhi kāore: ngā mea katoa he whakaahua tōna (whakamahia a MiMo-V2.5), me te hangarau pūmanawa maha-kōnae taurangi, i reira ka whakatū ngā ripanga ake a Tencent i a Hy3 i muri i a GLM-5.2 i te SWE-bench Verified, ā, he tino muri ake i te DeepSWE.
Ko ia kerēme hanganga me te paearu mō te tūāpapa Hy3 nō ngā rauemi whakaputanga tūmatanui a Tencent, ngā pūrongo pāpāho mō aua mea rānei; nō tā mātou /v1/models ora ake ngā meka rārangi. Whakaūhia ēnei e rua.
He tau nā Tencent i pūrongotia ngā tatauranga paearu, tae atu ki ngā nama a ngā whakataetae; i te wā i tuhia ai tēnei, kāore anō kia oti te whakaū motuhake. Ko ngā tau utu kua tataua mai i ā mātou reiti $0.50 / $2.00 kua whakaputaina. Kāore he nama i tēnei whārangi he paearu i whakahaerea e Shannon, he whakatau rānei.
10Ngā pātai auau
He aha te API tauira Hy3 kore-ārai?
Ko te pito ara o te Kūwaha Shannon AI mō te id tauira Hy3-W8A16 — te tūāpapa Hy3 taumaha-tuwhera a Tencent e whakahaerea ana i runga i tā mātou ake tautau GPU i te pono taumaha 8-pī, kāore he paparanga whakakāhore, kāore hoki he tātari whakaputa. Ka whakaratoa e ia tētahi matapihi horopaki 262,144-tohu, 16,384 tohu whakaputa ia tono, te karanga taputapu, te whakaaroaro mā te reasoning_effort, me te putanga hanganga katoa mā te json_schema me te response_format tahi, i runga i /v1/chat/completions, /v1/messages me /v1/responses me te streaming.
Ka tautoko a Hy3 i te schema JSON me te putanga hanganga?
Āe. Ka tautoko a Hy3-W8A16 i te response_format mō te aratau ahanoa-JSON me te json_schema mō ngā schema pūmau, kua tāritarihia tahi — te mata putanga-hanganga katoa, kaua he wāhanga noa. Ehara tēnā i te mea pono mō ia tauira o te rārangi: kāore a Laguna-S-2.1 e tautoko i tētahi, ā, ka tautoko a inkling i te response_format engari kāore i te json_schema. Mēnā ka whakawhirinaki tāu awa mahi ki tētahi kirimana kua tāritarihia, ko Hy3 tētahi o ngā tauira ka taea te whakatutuki i tēnā.
He aha te tikanga o W8A16, ā he pai ake rānei i te 4-pī, i te 3-pī rānei?
Ko te tikanga o W8A16 he taumaha 8-pī me ngā hohenga 16-pī — te taumata pono-rawa e whakahaeretia ana e mātou. Hei whakataurite ki te W4A16-AUTOROUND-REAP (taumaha 4-pī, porowhita kua akona, tapahi mātanga) me te 3BIT-REAP (taumaha 3-pī me te tapahi mātanga), koinā te iti rawa o te panoni ki ngā taumaha kua tukuna, nō reira ka noho tata rawa te whanonga ki te tohu-oti taketake. E noho ana ngā taumata kaha nā te mea ka uaua rawa te whakahaere i ngā tūāpapa nunui rawa i tētahi tere whaitake, ki te kore.
Ka tautoko a Hy3 i ngā whakaahua, i te tirohanga rānei?
Kāo. He kuputuhi anake a Hy3-W8A16. Kāore e mahi te tuku wāhanga whakaahua ki a ia. Mēnā e hiahia ana koe i te tirohanga me te putanga hanganga i te taumata 8-pī ōrite, whakamahia a MiMo-V2.5-W8A16, e tautoko ana i te tāuru whakaahua i te taha o te json_schema me te response_format i te utu $0.50 / $2.00 ōrite.
E hia te utu o te API Hy3?
$0.50 ia miriona tohu tāuru me te $2.00 ia miriona tohu whakaputa — te utu papa o tā mātou rārangi, e tiritahi ana me MiMo-V2.5, MiMo-V2.5-Pro, DeepSeek-V4-Flash-0731 me MiniMax-M3. He awa mahi tango-raraunga tauira i te 1,200 tāuru me te 300 whakaputa tohu ia karanga ka utu tata $0.0012 ia karanga, tata ki te $1,200 ia miriona karanga.
Ka whakakāhore rānei a Hy3 i tētahi tono?
Kāore he paparanga whakakāhore, kāore hoki he tātari whakaputa kei mua i te tauira. Mō tētahi awa mahi kua whakahangatia, he āhuatanga pono-whakahaere tēnei, kaua noa he mea ihirangi: he takahi schema te whakakāhoretanga, nā te mea kāore te tuhinga e whakamārama ana he aha te tauira kāore e whakautu e parsengia hei ahanoa e tūmanakohia ana e tō kaiwhakamana. Ko te tango i te ara whakakāhore he tango i tētahi akomanga katoa o ngā hapa parse i ngā kohinga haumarutanga, rongoā, ture, me te ihirangi pakeke.
Whakahaeretia a Hy3 i runga i tō ake schema
Pono 8-pī, json_schema pūmau, horopaki 262K, kore whakakāhore — i te utu papa.
Id tauira Hy3-W8A16 · kuputuhi anake · $0.50 tāuru / $2.00 whakaputa ia 1M tohu
Puna kōrero: Ngā kāri tauira Tencent Hunyuan · Putunga Hy3 · Hunyuan-Large: An Open-Source MoE Model (arXiv 2411.02265) · Ngā pūrongo VentureBeat mō te whakaputanga Hy3. He paearu tūāpapa i pūrongotia e Tencent, ā, he mea taritari e tatari ana ki te whakaū motuhake. E whakahaerea ana a Shannon AI e Shannon Lab LLC, New Mexico, USA.