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MiniMax · عمومي · minimax-m3-dspark

MiniMax-M3-DSpark: مشخصات، د GPU اړتیاوې او جواز

MiniMax-M3-DSpark is a recent General release in the MiniMax family, certified from its immutable official source revision.

یوازې د مرجع لپاره دا ماډل پرتله کړئ
Technical deployment reference illustration for MiniMax-M3-DSpark
Reference deployment flow; exact architecture facts are listed separately.
ټول پارامېټرونهجوړوونکي دا معلومات نه دي خپاره کړي.
فعال پارامېټرونهDense ماډل
د context کړکۍN/A / نېغه پرتله نه شي کېدای
د نسخې وضعیتوروستی · وروستی
معماري
موداليټي‌ګانېمتن
جوازother
د ځای‌پرځای کولو حالتیوازې د مرجع لپاره
سوداګریز وضعیتناڅرګند / د سپارښتنې وړ نه دی
د خپرېدو نېټه

معماري، پیاوړتیاوې او کارونې

MiniMax-M3-DSpark is an official self-hostable MiniMax release in the MiniMax General track. It uses The manufacturer has not published this information., carries The manufacturer has not published this information., supports a verified context window of 0 ټوکنونه, and exposes only source-certified checkpointونه and د اجرا چاپېریال combinations. Its release, license and deployment facts are tied to the official repository revision rather than inferred from the family name.

MiniMax-M3-DSpark uses The manufacturer has not published this information. with The manufacturer has not published this information.. The stored architecture profile records layers, hidden width , attention heads and a 0 ټوکن context ceiling where the official configuration publishes those fields.

Verified The manufacturer has not published this information. architecture
Official checkpoint and بهیر evidence
Official Unknown checkpoint coverage
Private LLM inference
Agentic workflows
Long-context document processing

تایید شوي checkpoint-ونه او quantization-ونه

یوازې د سرچینې له خوا تصدیق شوې کره بڼې چې له دې نسخې سره تړلې دي، ښودل کېږي.

MiniMax-M3-DSpark

nvidia/MiniMax-M3-DSpark

رسمي · ناپېژندل شوی · safetensors

Precision / quantizationبڼهبټونهپر خپروونکي باورد ځای‌پرځای کولو حالت

سپارښتل شوی هارډوېیر

Use only the listed certified د اجرا چاپېریال configuration with the exact checkpoint precision. The recommendation engine checks weight memory, KV cache, د اجرا چاپېریال overhead, safety اضافي ظرفیت, GPU architecture and topology before ranking rentable and reference hardware.

یوازې د مرجع لپاره

Commercial rights are not verified, so this release is not commercially recommendable.

د جواز او خپل کوربه‌توب ملاحظات

The full 0B resident weight set must fit across the selected GPUs. Context and concurrency add KV-cache memory; MoE active parameters do not replace resident-weight memory.

MiniMax-M3-DSpark is published under other. The release-scoped official license link and verification date are retained with the catalogue record.

ناڅرګند / د سپارښتنې وړ نه دی. سوداګریز حقونه نه دي تایید شوي، نو د دې خپرونې سوداګریزه سپارښتنه نه کېږي.

بدیلونه او هم‌نسله بڼې

MiniMax-M3, MiniMax-M3-MXFP8, MiniMax-M3-NVFP4, MiniMax M3, MiniMax M2.7, MiniMax M2.5

د نسخو مهالوېش

minimax/minimax/minimax-m3-dspark

د سرچینې جزئیات

رسمي سرچینه

د سرچینې revision: 292a907931089d171aab35c37879f29b5fcb282cb01a1e5af3695a1187ea8f3d

ډېرې پوښتل شوې پوښتنې

How much VRAM does MiniMax-M3-DSpark require?

The exact estimate depends on checkpoint precision, context and concurrency; the page recommendation uses the certified memory engine and compatible د اجرا چاپېریال configurations.

Which د اجرا چاپېریالونه ملاتړ MiniMax-M3-DSpark?

No د اجرا چاپېریال is presented as supported until upstream evidence is verified.

Can MiniMax-M3-DSpark be used commercially?

The stored commercial classification is Unknown / Not Recommendable. Consult the official other terms for the final obligations.

رسمي مراجع

وروستی تایید: 2026-09-03