Missing ModelMeta for Chinese models #1803
Description
Many of the models that have been run on the original C-MTEB and we have results on are currently missing ModelMeta objects in the library.
Here's a list of Chinese-specific models that have yet to be added to MTEB:
missing_meta_chinese = [
"BAAI/bge-base-zh", # not planned, outdated
"BAAI/bge-base-zh-v1.5",
"BAAI/bge-large-zh", # not planned, outdated
"BAAI/bge-large-zh-noinstruct", # not planned, outdated
"BAAI/bge-large-zh-v1.5",
"BAAI/bge-small-zh", # not planned, outdated
"BAAI/bge-small-zh-v1.5",
"DMetaSoul/Dmeta-embedding-zh-small",
"DMetaSoul/sbert-chinese-general-v1",
"Erin/IYun-large-zh",
"Erin/mist-zh",
"Pristinenlp/alime-embedding-large-zh",
"Pristinenlp/alime-reranker-large-zh",
"RookieHX/bge_m3e_stella",
"akarum/cloudy-large-zh",
"arkohut/jina-embeddings-v2-base-zh",
"dunzhang/stella-large-zh-v3-1792d",
"dunzhang/stella-mrl-large-zh-v3.5-1792d",
"fangxq/XYZ-embedding-zh",
"fangxq/XYZ-embedding-zh-v2",
"iampanda/zpoint_large_embedding_zh",
"infgrad/stella-base-zh",
"infgrad/stella-base-zh-v2",
"infgrad/stella-base-zh-v3-1792d",
"infgrad/stella-large-zh",
"infgrad/stella-large-zh-v2",
"jinaai/jina-embeddings-v2-base-zh",
"moka-ai/m3e-base",
"moka-ai/m3e-large",
"neofung/m3e-ernie-xbase-zh",
"sensenova/piccolo-base-zh",
"sensenova/piccolo-large-zh",
"sensenova/piccolo-large-zh-v2",
"shanghung/stella-base-zh-v3-1792d",
"shibing624/text2vec-base-chinese", # Needs custom implementation
"shibing624/text2vec-large-chinese", # Needs custom implementation
"silverjam/jina-embeddings-v2-base-zh",
"thenlper/gte-base-zh",
"thenlper/gte-large-zh",
"thenlper/gte-small-zh",
"towing/gte-small-zh", # not planned
"lier007/xiaobu-embedding",
"Classical/Yinka",
"TencentBAC/Conan-embedding-v1",
"lier007/xiaobu-embedding-v2",
]As well as a list of multilingual models that are currently missing metadata:
missing_meta_multilingual = [
"Alibaba-NLP/gte-multilingual-base",
"BAAI/bge-multilingual-gemma2",
"EdwardBurgin/paraphrase-multilingual-mpnet-base-v2",
"HIT-TMG/KaLM-embedding-multilingual-max-instruct-v1",
"barisaydin/text2vec-base-multilingual", # Needs custom implementation
"beademiguelperez/sentence-transformers-multilingual-e5-small",
"bedrock/cohere-embed-multilingual-v3",
"gizmo-ai/Cohere-embed-multilingual-v3.0",
"sentence-transformers/distiluse-base-multilingual-cased-v2",
"sentence-transformers/use-cmlm-multilingual",
"vprelovac/universal-sentence-encoder-multilingual-3",
"vprelovac/universal-sentence-encoder-multilingual-large-3",
]Most of these should be pretty trivial to add.