اصلي منځپانګې ته ورټوپ کړئ

BGE · Embedding · cci3-hq-classifier

CCI3-HQ-Classifier: ځانګړنې، د GPU اړتیاوې، کوربه‌توب او ځای‌پرځای کول

CCI3-HQ-Classifier is a recent Embedding release in the BGE family, certified from its immutable official source revision.

یوازې د مرجع لپاره دا ماډل پرتله کړئ
Technical deployment reference illustration for CCI3-HQ-Classifier
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
جوازapache-2.0
د ځای‌پرځای کولو حالتیوازې د مرجع لپاره
سوداګریز وضعیتسوداګریزه کارونه اجازه لري
د خپرېدو نېټه

معماري، پیاوړتیاوې او کارونې

CCI3-HQ-Classifier is an official self-hostable BAAI release in the BGE Embedding 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.

CCI3-HQ-Classifier 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.

CCI3-HQ-Classifier

BAAI/CCI3-HQ-Classifier

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

The official license permits commercial use; its obligations still apply.

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.

CCI3-HQ-Classifier is published under apache-2.0. The release-scoped official license link and verification date are retained with the catalogue record.

سوداګریزه کارونه اجازه لري. رسمي جواز سوداګریزه کارونه اجازه کوي؛ د جواز نور مکلفیتونه هم پر خپل ځای دي.

بدیلونه او هم‌نسله بڼې

bge-m3, IndustryCorpus2_DataRater, IndustryCorpus2_Classifier, BGE-M3

د نسخو مهالوېش

baai/bge/cci3-hq-classifier

د سرچینې جزئیات

رسمي سرچینه

د سرچینې revision: 69fd74e73f6550209a0912484b5321745e530be7ef134537a4c590d0b43558f2

ډېرې پوښتل شوې پوښتنې

How much VRAM does CCI3-HQ-Classifier 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 CCI3-HQ-Classifier?

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

Can CCI3-HQ-Classifier be used commercially?

The stored commercial classification is Commercial Use Allowed. Consult the official apache-2.0 terms for the final obligations.

رسمي مراجع

وروستی تایید: 2026-09-03