baai/bge/bge-m3
د سرچینې جزئیات
د سرچینې revision: 4796263f4dddb70099a9147ad014ef6972a289db9d64a2bcf62891798b71dff2
BAAI · متن
د BGE ماډلونه: نسخې، ځانګړنې، د GPU اړتیاوې او کوربهتوب
BAAI BGE separates general embedding and بیا درجهبندي checkpointونه for retrieval pipelines that need multilingual dense, sparse and multi-vector representations.
لنډه کتنه او مخینه
BGE is an official BAAI model family represented here through independently verified release, checkpoint, license, د اجرا چاپېریال and hardware evidence. BAAI BGE separates general embedding and بیا درجهبندي checkpointونه for retrieval pipelines that need multilingual dense, sparse and multi-vector representations. Current public releases are grouped by the Embedding, بیا درجهبندي tracks so sibling sizes and specialist branches are not presented as false chronological generations.
FusionPointAI currently tracks 6 certified public BGE releases. The catalogue preserves release dates and evaluates Current, Recent, Previous and Legacy status within each model track rather than by database insertion order.
Embedding and بیا درجهبندي tracks
Retrieval-focused checkpointونه
Sentence Transformers ecosystem
معماري او د ماډل لړۍ
This Embedding and بیا درجهبندي family has 6 source-certified public releases. Architecture, parameter counts, and بهیر details are shown only when the official source publishes them; language-model-only context and KV-cache assumptions are not applied.
عامې نسخې6
د ماډل لړۍ2
اوسنی نسلBGE Reranker v2 M3
وروستی تایید2026-09-03T00:00:00.000000Z
نسلونه، لړۍ او بڼې
Embedding
cci3-hq-classifier
وروستی نسلindustrycorpus2-datarater
وروستی نسلindustrycorpus2-classifier
وروستی نسلبیا درجهبندي
د ځایپرځای کولو ایکوسیستم
Choose a specific BGE release and certified checkpoint before sizing hardware. FusionPointAI rejects unknown د اجرا چاپېریال configurations and applies کاري بار-specific memory rules before separating compatible hardware from rentable inventory.
Validate the exact checkpoint, license, د اجرا چاپېریال, precision, input and output dimensions, batch size, and GPU memory. Resource sizing uses rules appropriate to Embedding and بیا درجهبندي کاري بارونه.
عامې کارونې
Private Embedding and بیا درجهبندي کاري بارونه
Controlled model evaluation
Production deployment planning
د جواز لنډه کتنه
Licenses are certified per release, not inferred from the provider. Review the release page before commercial deployment because terms can differ between generations and variants.
Commercial-use status is a source-backed catalogue classification, not legal advice. Follow the linked official license and attribution requirements.
د نسخو مهالوېش
baai/bge/cci3-hq-classifier
د سرچینې جزئیات
د سرچینې revision: 69fd74e73f6550209a0912484b5321745e530be7ef134537a4c590d0b43558f2
baai/bge/industrycorpus2-classifier
د سرچینې جزئیات
د سرچینې revision: c08c6369b1a46f2795b3a7eaf32740abe37d6665d83688e0b67796b0ed789d7f
baai/bge/industrycorpus2-datarater
د سرچینې جزئیات
د سرچینې revision: fe3efe946494d55dac01d533608053ccbdf58a93fe7b56e9c57058172df0a1de
baai/bge/bge-bge-reranker-v2-m3
د سرچینې جزئیات
د سرچینې revision: 1b356f57ae4470f30f8fa3f95c8f0a253e4032038a1dd5ff51d9c463d43f0e55
baai/bge/bge-reranker-v2-m3
د سرچینې جزئیات
د سرچینې revision: a0f5b78dcaca3b947f9c3996ca54b10da5328cdf462272540df0913655985770
BAAI/bge-m3 @ 2024-09-14T00:26:03Z
BAAI/bge-reranker-v2-m3 @ 2024-09-13T06:37:24Z
ډېرې پوښتل شوې پوښتنې
Which BGE release is current?
Current releases are BGE-M3, BGE Reranker v2 M3, bge-reranker-v2-m3, evaluated within their respective tracks.
Can BGE be self-hosted?
Only releases with a verified official checkpoint and supported د اجرا چاپېریال configuration are presented as deployable.
Which GPU should run BGE?
GPU selection depends on the exact variant, checkpoint precision, context length and concurrency; use the release hardware recommendations rather than the family name alone.
رسمي مراجع
وروستی تایید: 2026-09-03