diff --git "a/app.py" "b/app.py"
--- "a/app.py"
+++ "b/app.py"
@@ -405,7 +405,7 @@ block.launch()
 # print("','".join(list(MODEL_META['model_meta'].keys())))
 # print("','".join([x['link'].split("co/")[-1] for x in MODEL_META['model_meta'].values() if (x.get('link', None)) and ("huggingface.co" in x['link'])]))
 # from envs import API; print("','".join([x.modelId for x in list(API.list_models(filter="mteb")) if x.modelId not in UNUSED]))
-UNUSED = ['michaelfeil/ct2fast-e5-large-v2','McGill-NLP/LLM2Vec-Sheared-LLaMA-mntp-unsup-simcse','newsrx/instructor-xl','sionic-ai/sionic-ai-v1','lsf1000/bge-evaluation','Intel/bge-small-en-v1.5-sst2','newsrx/instructor-xl-newsrx','McGill-NLP/LLM2Vec-Mistral-7B-Instruct-v2-mntp-unsup-simcse','McGill-NLP/LLM2Vec-Meta-Llama-3-8B-Instruct-mntp-unsup-simcse','davidpeer/gte-small','goldenrooster/multilingual-e5-large','kozistr/fused-large-en','mixamrepijey/instructor-small','McGill-NLP/LLM2Vec-Llama-2-7b-chat-hf-mntp-supervised','DecisionOptimizationSystem/DeepFeatEmbeddingLargeContext','Intel/bge-base-en-v1.5-sst2-int8-dynamic','morgendigital/multilingual-e5-large-quantized','BAAI/bge-small-en','ggrn/e5-small-v2','vectoriseai/gte-small','giulio98/placeholder','odunola/UAE-Large-VI','vectoriseai/e5-large-v2','gruber/e5-small-v2-ggml','Severian/nomic','arcdev/e5-mistral-7b-instruct','mlx-community/multilingual-e5-base-mlx','michaelfeil/ct2fast-bge-base-en-v1.5','Intel/bge-small-en-v1.5-sst2-int8-static','jncraton/stella-base-en-v2-ct2-int8','vectoriseai/multilingual-e5-large','rlsChapters/Chapters-SFR-Embedding-Mistral','arcdev/SFR-Embedding-Mistral','McGill-NLP/LLM2Vec-Mistral-7B-Instruct-v2-mntp-supervised','McGill-NLP/LLM2Vec-Meta-Llama-3-8B-Instruct-mntp-supervised','vectoriseai/gte-base','mixamrepijey/instructor-models','GovCompete/e5-large-v2','ef-zulla/e5-multi-sml-torch','khoa-klaytn/bge-small-en-v1.5-angle','krilecy/e5-mistral-7b-instruct','vectoriseai/bge-base-en-v1.5','vectoriseai/instructor-base','jingyeom/korean_embedding_model','rizki/bgr-tf','barisaydin/bge-base-en','jamesgpt1/zzz','Malmuk1/e5-large-v2_Sharded','vectoriseai/ember-v1','Consensus/instructor-base','barisaydin/bge-small-en','barisaydin/gte-base','woody72/multilingual-e5-base','Einas/einas_ashkar','michaelfeil/ct2fast-bge-large-en-v1.5','vectoriseai/bge-small-en-v1.5','iampanda/Test','cherubhao/yogamodel','ieasybooks/multilingual-e5-large-onnx','jncraton/e5-small-v2-ct2-int8','radames/e5-large','khoa-klaytn/bge-base-en-v1.5-angle','Intel/bge-base-en-v1.5-sst2-int8-static','vectoriseai/e5-large','TitanML/jina-v2-base-en-embed','Koat/gte-tiny','binqiangliu/EmbeddingModlebgelargeENv1.5','beademiguelperez/sentence-transformers-multilingual-e5-small','sionic-ai/sionic-ai-v2','jamesdborin/jina-v2-base-en-embed','maiyad/multilingual-e5-small','dmlls/all-mpnet-base-v2','odunola/e5-base-v2','vectoriseai/bge-large-en-v1.5','vectoriseai/bge-small-en','karrar-alwaili/UAE-Large-V1','t12e/instructor-base','Frazic/udever-bloom-3b-sentence','Geolumina/instructor-xl','hsikchi/dump','recipe/embeddings','michaelfeil/ct2fast-bge-small-en-v1.5','ildodeltaRule/multilingual-e5-large','shubham-bgi/UAE-Large','BAAI/bge-large-en','michaelfeil/ct2fast-e5-small-v2','cgldo/semanticClone','barisaydin/gte-small','aident-ai/bge-base-en-onnx','jamesgpt1/english-large-v1','michaelfeil/ct2fast-e5-small','baseplate/instructor-large-1','newsrx/instructor-large','Narsil/bge-base-en','michaelfeil/ct2fast-e5-large','mlx-community/multilingual-e5-small-mlx','lightbird-ai/nomic','MaziyarPanahi/GritLM-8x7B-GGUF','newsrx/instructor-large-newsrx','dhairya0907/thenlper-get-large','barisaydin/bge-large-en','jncraton/bge-small-en-ct2-int8','retrainai/instructor-xl','BAAI/bge-base-en','gentlebowl/instructor-large-safetensors','d0rj/e5-large-en-ru','atian-chapters/Chapters-SFR-Embedding-Mistral','Intel/bge-base-en-v1.5-sts-int8-static','Intel/bge-base-en-v1.5-sts-int8-dynamic','jncraton/GIST-small-Embedding-v0-ct2-int8','jncraton/gte-tiny-ct2-int8','d0rj/e5-small-en-ru','vectoriseai/e5-small-v2','SmartComponents/bge-micro-v2','michaelfeil/ct2fast-gte-base','vectoriseai/e5-base-v2','Intel/bge-base-en-v1.5-sst2','McGill-NLP/LLM2Vec-Sheared-LLaMA-mntp-supervised','Research2NLP/electrical_stella','weakit-v/bge-base-en-v1.5-onnx','GovCompete/instructor-xl','barisaydin/text2vec-base-multilingual','Intel/bge-small-en-v1.5-sst2-int8-dynamic','jncraton/gte-small-ct2-int8','d0rj/e5-base-en-ru','barisaydin/gte-large','fresha/e5-large-v2-endpoint','vectoriseai/instructor-large','Severian/embed','vectoriseai/e5-base','mlx-community/multilingual-e5-large-mlx','vectoriseai/gte-large','anttip/ct2fast-e5-small-v2-hfie','michaelfeil/ct2fast-gte-large','gizmo-ai/Cohere-embed-multilingual-v3.0','McGill-NLP/LLM2Vec-Llama-2-7b-chat-hf-mntp-unsup-simcse','Kenknight1999/tungdd7_ft_e5','joteqwork/new_gsev0','vantagediscovery/jina-embeddings-v2-base-en','vantagediscovery/nomic-embed-text-v1','vantagediscovery/nomic-embed-text-v1.5','srikanthmalla/hkunlp-instructor-xl','afrideva/GIST-all-MiniLM-L6-v2-GGUF','nadeem1362/mxbai-embed-large-v1-Q4_K_M-GGUF','agier9/gte-Qwen1.5-7B-instruct-Q5_K_M-GGUF','ekorman-strive/bge-large-en-v1.5','raghavlight/SE_v1','liddlefish/privacyembeddingv2_bge_small','ahmet1338/finetuned_embedder','radia/snowflake-arctic-embed-l-Q4_K_M-GGUF','GregorBiswanger/GritLM-7B-Q4_K_M-GGUF','powermove72/GritLM-7B-Q4_K_M-GGUF','sunzx0810/gte-Qwen2-7B-instruct-Q5_K_M-GGUF','nazimali/gte-Qwen2-7B-instruct-Q6_K-GGUF','nazimali/gte-Qwen2-7B-instruct-Q6_K-GGUF','fishbone64/gte-Qwen2-7B-instruct-Q8_0-GGUF','tobchef/gte-Qwen2-1.5B-instruct-Q4_K_M-GGUF','liddlefish/privacy_embedding_rag','liddlefish/privacy_embedding_rag_10k_tmp','liddlefish/privacy_embedding_bge_small_synthetic','mxs980/gte-Qwen2-1.5B-instruct-Q8_0-GGUF','leonn71/gte-Qwen2-1.5B-instruct-Q6_K-GGUF', 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ilingual-e5-small','intfloat/multilingual-e5-large','jinaai/jina-embedding-s-en-v1','jinaai/jina-embedding-b-en-v1','jinaai/jina-embedding-l-en-v1','deepfile/embedder-100p','lixsh6/XLM-3B5-embedding','lixsh6/XLM-0B6-embedding','thenlper/gte-base','thenlper/gte-large','thenlper/gte-small','lixsh6/MegatronBert-1B3-embedding','facebook/SONAR','Hum-Works/lodestone-base-4096-v1','sensenova/piccolo-base-zh','sensenova/piccolo-large-zh','infgrad/stella-base-zh','infgrad/stella-large-zh','BAAI/bge-reranker-base','BAAI/bge-base-en-v1.5','BAAI/bge-large-en-v1.5','BAAI/bge-small-en-v1.5','BAAI/bge-reranker-large','mgoin/all-MiniLM-L6-v2-ds','neuralmagic/bge-small-en-v1.5-sparse','jinaai/jina-embeddings-v2-base-en','jinaai/jina-embeddings-v2-small-en','neuralmagic/bge-small-en-v1.5-quant','nickprock/stsbm-sentence-flare-it','nickprock/mmarco-sentence-flare-it','neuralmagic/bge-base-en-v1.5-sparse','neuralmagic/bge-base-en-v1.5-quant','neuralmagic/bge-large-en-v1.5-sparse','neuralmagic/bge-large-en-v1.5-quant','TaylorAI/gte-tiny','TaylorAI/bge-micro','llmrails/ember-v1','TaylorAI/bge-micro-v2','zeroshot/gte-small-quant','infgrad/stella-large-zh-v2','infgrad/stella-base-zh-v2','zeroshot/gte-large-quant','zeroshot/gte-large-sparse','EdwardBurgin/paraphrase-multilingual-mpnet-base-v2','Amu/tao','infgrad/stella-base-en-v2','djovak/multi-qa-MiniLM-L6-cos-v1','izhx/udever-bloom-560m','izhx/udever-bloom-1b1','izhx/udever-bloom-3b','izhx/udever-bloom-7b1','thtang/ALL_862873','andersonbcdefg/bge-small-4096','Cohere/Cohere-embed-multilingual-light-v3.0','Cohere/Cohere-embed-multilingual-v3.0','Cohere/Cohere-embed-english-light-v3.0','Cohere/Cohere-embed-english-v3.0','Amu/tao-8k','thenlper/gte-large-zh','thenlper/gte-base-zh','thenlper/gte-small-zh','jamesgpt1/sf_model_e5','OrlikB/st-polish-kartonberta-base-alpha-v1','TownsWu/PEG','sdadas/mmlw-e5-small','sdadas/mmlw-e5-base','sdadas/mmlw-e5-large','sdadas/mmlw-roberta-base','sdadas/mmlw-roberta-large','jinaai/jina-embeddings-v2-base-code','aws-neuron/bge-base-en-v1-5-seqlen-384-bs-1','Erin/mist-zh','ClayAtlas/winberta-base','Pristinenlp/alime-reranker-large-zh','WhereIsAI/UAE-Large-V1','OrdalieTech/Solon-embeddings-large-0.1','ClayAtlas/winberta-large','intfloat/e5-mistral-7b-instruct','liujiarik/lim_base_zh','RookieHX/bge_m3e_stella','akarum/cloudy-large-zh','zhou-xl/bi-cse','lier007/xiaobu-embedding','jinaai/jina-embeddings-v2-base-zh','jinaai/jina-embeddings-v2-base-de','nomic-ai/nomic-embed-text-v1-ablated','nomic-ai/nomic-embed-text-v1-unsupervised','mukaj/fin-mpnet-base','Pristinenlp/alime-embedding-large-zh','pascalhuerten/instructor-skillfit','jinaai/jina-embeddings-v2-base-es','Salesforce/SFR-Embedding-Mistral','DMetaSoul/Dmeta-embedding-zh','Xenova/jina-embeddings-v2-base-zh','Xenova/jina-embeddings-v2-base-de','avsolatorio/GIST-Embedding-v0','nomic-ai/nomic-embed-text-v1','avsolatorio/GIST-all-MiniLM-L6-v2','avsolatorio/GIST-small-Embedding-v0','biswa921/bge-m3','Jechto/e5-dansk-test-0.1','intfloat/multilingual-e5-large-instruct','tanmaylaud/ret-phi2-v0','nomic-ai/nomic-embed-text-v1.5','GritLM/GritLM-7B','GritLM/GritLM-8x7B','avsolatorio/GIST-large-Embedding-v0','ClayAtlas/windberta-large','infgrad/stella-base-zh-v3-1792d','dunzhang/stella-large-zh-v3-1792d','jspringer/echo-mistral-7b-instruct-lasttoken','dunzhang/stella-mrl-large-zh-v3.5-1792d','sentosa/ZNV-Embedding','Nehc/e5-large-ru','neofung/m3e-ernie-xbase-zh','mixedbread-ai/mxbai-embed-2d-large-v1','mixedbread-ai/mxbai-embed-large-v1','aspire/acge_text_embedding','manu/sentence_croissant_alpha_v0.1','wongctroman/hktv-fine-tuned-cloudy-large-zh-metaphor14','manu/sentence_croissant_alpha_v0.2','mradermacher/GritLM-8x7B-GGUF','jhu-clsp/FollowIR-7B','DMetaSoul/Dmeta-embedding-zh-small','dwzhu/e5-base-4k','McGill-NLP/LLM2Vec-Mistral-7B-Instruct-v2-mntp','McGill-NLP/LLM2Vec-Llama-2-7b-chat-hf-mntp','McGill-NLP/LLM2Vec-Sheared-LLaMA-mntp','ChristianAzinn/uae-large-v1-gguf','ChristianAzinn/gist-large-embedding-v0-gguf','ChristianAzinn/bge-base-en-v1.5-gguf','ChristianAzinn/bge-small-en-v1.5-gguf','ChristianAzinn/bge-large-en-v1.5-gguf','ChristianAzinn/gte-base-gguf','ChristianAzinn/gte-large-gguf','ChristianAzinn/gte-small-gguf','ChristianAzinn/mxbai-embed-large-v1-gguf','ChristianAzinn/gist-small-embedding-v0-gguf','ChristianAzinn/e5-base-v2-gguf','ChristianAzinn/e5-large-v2-gguf','ChristianAzinn/e5-small-v2-gguf','ChristianAzinn/labse-gguf','srikanthmalla/BAAI-bge-reranker-large','Snowflake/snowflake-arctic-embed-m','manu/bge-m3-custom-fr','Snowflake/snowflake-arctic-embed-m-long','Snowflake/snowflake-arctic-embed-s','Snowflake/snowflake-arctic-embed-xs','Snowflake/snowflake-arctic-embed-l','ChristianAzinn/snowflake-arctic-embed-l-gguf','ChristianAzinn/snowflake-arctic-embed-m-long-GGUF','ChristianAzinn/snowflake-arctic-embed-m-gguf','ChristianAzinn/snowflake-arctic-embed-s-gguf','ChristianAzinn/snowflake-arctic-embed-xs-gguf','dwzhu/e5rope-base','pengql/checkpoint-9000','Alibaba-NLP/gte-base-en-v1.5','Alibaba-NLP/gt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+UNUSED = ['michaelfeil/ct2fast-e5-large-v2','McGill-NLP/LLM2Vec-Sheared-LLaMA-mntp-unsup-simcse','newsrx/instructor-xl','sionic-ai/sionic-ai-v1','lsf1000/bge-evaluation','Intel/bge-small-en-v1.5-sst2','newsrx/instructor-xl-newsrx','McGill-NLP/LLM2Vec-Mistral-7B-Instruct-v2-mntp-unsup-simcse','McGill-NLP/LLM2Vec-Meta-Llama-3-8B-Instruct-mntp-unsup-simcse','davidpeer/gte-small','goldenrooster/multilingual-e5-large','kozistr/fused-large-en','mixamrepijey/instructor-small','McGill-NLP/LLM2Vec-Llama-2-7b-chat-hf-mntp-supervised','DecisionOptimizationSystem/DeepFeatEmbeddingLargeContext','Intel/bge-base-en-v1.5-sst2-int8-dynamic','morgendigital/multilingual-e5-large-quantized','BAAI/bge-small-en','ggrn/e5-small-v2','vectoriseai/gte-small','giulio98/placeholder','odunola/UAE-Large-VI','vectoriseai/e5-large-v2','gruber/e5-small-v2-ggml','Severian/nomic','arcdev/e5-mistral-7b-instruct','mlx-community/multilingual-e5-base-mlx','michaelfeil/ct2fast-bge-base-en-v1.5','Intel/bge-small-en-v1.5-sst2-int8-static','jncraton/stella-base-en-v2-ct2-int8','vectoriseai/multilingual-e5-large','rlsChapters/Chapters-SFR-Embedding-Mistral','arcdev/SFR-Embedding-Mistral','McGill-NLP/LLM2Vec-Mistral-7B-Instruct-v2-mntp-supervised','McGill-NLP/LLM2Vec-Meta-Llama-3-8B-Instruct-mntp-supervised','vectoriseai/gte-base','mixamrepijey/instructor-models','GovCompete/e5-large-v2','ef-zulla/e5-multi-sml-torch','khoa-klaytn/bge-small-en-v1.5-angle','krilecy/e5-mistral-7b-instruct','vectoriseai/bge-base-en-v1.5','vectoriseai/instructor-base','jingyeom/korean_embedding_model','rizki/bgr-tf','barisaydin/bge-base-en','jamesgpt1/zzz','Malmuk1/e5-large-v2_Sharded','vectoriseai/ember-v1','Consensus/instructor-base','barisaydin/bge-small-en','barisaydin/gte-base','woody72/multilingual-e5-base','Einas/einas_ashkar','michaelfeil/ct2fast-bge-large-en-v1.5','vectoriseai/bge-small-en-v1.5','iampanda/Test','cherubhao/yogamodel','ieasybooks/multilingual-e5-large-onnx','jncraton/e5-small-v2-ct2-int8','radames/e5-large','khoa-klaytn/bge-base-en-v1.5-angle','Intel/bge-base-en-v1.5-sst2-int8-static','vectoriseai/e5-large','TitanML/jina-v2-base-en-embed','Koat/gte-tiny','binqiangliu/EmbeddingModlebgelargeENv1.5','beademiguelperez/sentence-transformers-multilingual-e5-small','sionic-ai/sionic-ai-v2','jamesdborin/jina-v2-base-en-embed','maiyad/multilingual-e5-small','dmlls/all-mpnet-base-v2','odunola/e5-base-v2','vectoriseai/bge-large-en-v1.5','vectoriseai/bge-small-en','karrar-alwaili/UAE-Large-V1','t12e/instructor-base','Frazic/udever-bloom-3b-sentence','Geolumina/instructor-xl','hsikchi/dump','recipe/embeddings','michaelfeil/ct2fast-bge-small-en-v1.5','ildodeltaRule/multilingual-e5-large','shubham-bgi/UAE-Large','BAAI/bge-large-en','michaelfeil/ct2fast-e5-small-v2','cgldo/semanticClone','barisaydin/gte-small','aident-ai/bge-base-en-onnx','jamesgpt1/english-large-v1','michaelfeil/ct2fast-e5-small','baseplate/instructor-large-1','newsrx/instructor-large','Narsil/bge-base-en','michaelfeil/ct2fast-e5-large','mlx-community/multilingual-e5-small-mlx','lightbird-ai/nomic','MaziyarPanahi/GritLM-8x7B-GGUF','newsrx/instructor-large-newsrx','dhairya0907/thenlper-get-large','barisaydin/bge-large-en','jncraton/bge-small-en-ct2-int8','retrainai/instructor-xl','BAAI/bge-base-en','gentlebowl/instructor-large-safetensors','d0rj/e5-large-en-ru','atian-chapters/Chapters-SFR-Embedding-Mistral','Intel/bge-base-en-v1.5-sts-int8-static','Intel/bge-base-en-v1.5-sts-int8-dynamic','jncraton/GIST-small-Embedding-v0-ct2-int8','jncraton/gte-tiny-ct2-int8','d0rj/e5-small-en-ru','vectoriseai/e5-small-v2','SmartComponents/bge-micro-v2','michaelfeil/ct2fast-gte-base','vectoriseai/e5-base-v2','Intel/bge-base-en-v1.5-sst2','McGill-NLP/LLM2Vec-Sheared-LLaMA-mntp-supervised','Research2NLP/electrical_stella','weakit-v/bge-base-en-v1.5-onnx','GovCompete/instructor-xl','barisaydin/text2vec-base-multilingual','Intel/bge-small-en-v1.5-sst2-int8-dynamic','jncraton/gte-small-ct2-int8','d0rj/e5-base-en-ru','barisaydin/gte-large','fresha/e5-large-v2-endpoint','vectoriseai/instructor-large','Severian/embed','vectoriseai/e5-base','mlx-community/multilingual-e5-large-mlx','vectoriseai/gte-large','anttip/ct2fast-e5-small-v2-hfie','michaelfeil/ct2fast-gte-large','gizmo-ai/Cohere-embed-multilingual-v3.0','McGill-NLP/LLM2Vec-Llama-2-7b-chat-hf-mntp-unsup-simcse','Kenknight1999/tungdd7_ft_e5','joteqwork/new_gsev0','vantagediscovery/jina-embeddings-v2-base-en','vantagediscovery/nomic-embed-text-v1','vantagediscovery/nomic-embed-text-v1.5','srikanthmalla/hkunlp-instructor-xl','afrideva/GIST-all-MiniLM-L6-v2-GGUF','nadeem1362/mxbai-embed-large-v1-Q4_K_M-GGUF','agier9/gte-Qwen1.5-7B-instruct-Q5_K_M-GGUF','ekorman-strive/bge-large-en-v1.5','raghavlight/SE_v1','liddlefish/privacyembeddingv2_bge_small','ahmet1338/finetuned_embedder','radia/snowflake-arctic-embed-l-Q4_K_M-GGUF','GregorBiswanger/GritLM-7B-Q4_K_M-GGUF','powermove72/GritLM-7B-Q4_K_M-GGUF','sunzx0810/gte-Qwen2-7B-instruct-Q5_K_M-GGUF','nazimali/gte-Qwen2-7B-instruct-Q6_K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
 # Possible changes:
 # Could add graphs / other visual content