baai/bge/bge-m3
উৎসের বিবরণ
উৎস revision: 4796263f4dddb70099a9147ad014ef6972a289db9d64a2bcf62891798b71dff2
BAAI · টেক্সট
BGE মডেল: সংস্করণ, বৈশিষ্ট্য, GPU প্রয়োজন ও hosting
BAAI BGE separates general embedding and reranking checkpoint for retrieval pipelines that need multilingual dense, sparse and multi-vector representations.
পরিচিতি ও ইতিহাস
BGE is an official BAAI model family represented here through independently verified release, checkpoint, license, runtime and hardware evidence. BAAI BGE separates general embedding and reranking checkpoint for retrieval pipelines that need multilingual dense, sparse and multi-vector representations. Current public releases are grouped by the Embedding, reranking 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 reranking tracks
Retrieval-focused checkpoint
Sentence Transformers ecosystem
স্থাপত্য ও মডেলের পরিসর
This Embedding and reranking family has 6 source-certified public releases. Architecture, parameter counts, and pipeline details are shown only when the official source publishes them; language-model-only context and KV-cache assumptions are not applied.
প্রকাশ্য release6
মডেলের track2
বর্তমান প্রজন্মBGE Reranker v2 M3
সর্বশেষ যাচাই2026-09-03T00:00:00.000000Z
প্রজন্ম, track ও variant
Embedding
cci3-hq-classifier
সাম্প্রতিক প্রজন্মindustrycorpus2-datarater
সাম্প্রতিক প্রজন্মindustrycorpus2-classifier
সাম্প্রতিক প্রজন্মBGE-M3
বর্তমান প্রজন্মReranking
bge-reranker-v2-m3
বর্তমান প্রজন্ম 2টি sibling variantস্থাপনা-পরিবেশ
Choose a specific BGE release and certified checkpoint before sizing hardware. FusionPointAI rejects unknown runtime configurations and applies workload-specific memory rules before separating compatible hardware from rentable inventory.
Validate the exact checkpoint, license, runtime, precision, input and output dimensions, batch size, and GPU memory. Resource sizing uses rules appropriate to Embedding and reranking workload.
সাধারণ ব্যবহার
Private Embedding and reranking workload
Controlled model evaluation
Production deployment planning
লাইসেন্সের সারাংশ
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.
Release-এর সময়রেখা
baai/bge/cci3-hq-classifier
উৎসের বিবরণ
উৎস revision: 69fd74e73f6550209a0912484b5321745e530be7ef134537a4c590d0b43558f2
baai/bge/industrycorpus2-classifier
উৎসের বিবরণ
উৎস revision: c08c6369b1a46f2795b3a7eaf32740abe37d6665d83688e0b67796b0ed789d7f
baai/bge/industrycorpus2-datarater
উৎসের বিবরণ
উৎস revision: fe3efe946494d55dac01d533608053ccbdf58a93fe7b56e9c57058172df0a1de
baai/bge/bge-bge-reranker-v2-m3
উৎসের বিবরণ
উৎস revision: 1b356f57ae4470f30f8fa3f95c8f0a253e4032038a1dd5ff51d9c463d43f0e55
baai/bge/bge-reranker-v2-m3
উৎসের বিবরণ
উৎস revision: a0f5b78dcaca3b947f9c3996ca54b10da5328cdf462272540df0913655985770
BAAI/bge-m3 @ 2024-09-14T00:26:03Z
BAAI/bge-reranker-v2-m3 @ 2024-09-13T06:37:24Z
সাধারণ জিজ্ঞাসা
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 runtime 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.
সরকারি তথ্যসূত্র
সর্বশেষ যাচাই: 2026-09-03