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llm2vec-metadata
#95
by
vaibhavad
- opened
app.py
CHANGED
@@ -341,6 +341,12 @@ EXTERNAL_MODELS = [
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"DanskBERT",
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"LASER2",
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"LaBSE",
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"OpenSearch-text-hybrid",
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"all-MiniLM-L12-v2",
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"all-MiniLM-L6-v2",
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@@ -453,6 +459,12 @@ EXTERNAL_MODEL_TO_LINK = {
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"Cohere-embed-english-v3.0": "https://huggingface.co/Cohere/Cohere-embed-english-v3.0",
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"Cohere-embed-multilingual-v3.0": "https://huggingface.co/Cohere/Cohere-embed-multilingual-v3.0",
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"Cohere-embed-multilingual-light-v3.0": "https://huggingface.co/Cohere/Cohere-embed-multilingual-light-v3.0",
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"allenai-specter": "https://huggingface.co/sentence-transformers/allenai-specter",
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"allenai-specter": "https://huggingface.co/sentence-transformers/allenai-specter",
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"all-MiniLM-L12-v2": "https://huggingface.co/sentence-transformers/all-MiniLM-L12-v2",
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@@ -577,6 +589,12 @@ EXTERNAL_MODEL_TO_DIM = {
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"Cohere-embed-english-v3.0": 1024,
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"Cohere-embed-multilingual-v3.0": 1024,
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"Cohere-embed-multilingual-light-v3.0": 384,
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"all-MiniLM-L12-v2": 384,
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"all-MiniLM-L6-v2": 384,
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"all-mpnet-base-v2": 768,
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@@ -700,6 +718,12 @@ EXTERNAL_MODEL_TO_SEQLEN = {
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"Cohere-embed-english-v3.0": 512,
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"Cohere-embed-multilingual-v3.0": 512,
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"Cohere-embed-multilingual-light-v3.0": 512,
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"all-MiniLM-L12-v2": 512,
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"all-MiniLM-L6-v2": 512,
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"all-mpnet-base-v2": 514,
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@@ -820,6 +844,12 @@ EXTERNAL_MODEL_TO_SEQLEN = {
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}
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EXTERNAL_MODEL_TO_SIZE = {
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"allenai-specter": 110,
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"all-MiniLM-L12-v2": 33,
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"all-MiniLM-L6-v2": 23,
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"DanskBERT",
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"LASER2",
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"LaBSE",
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"LLM2Vec-Llama-supervised",
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"LLM2Vec-Llama-unsupervised",
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"LLM2Vec-Mistral-supervised",
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"LLM2Vec-Mistral-unsupervised",
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"LLM2Vec-Sheared-Llama-supervised",
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"LLM2Vec-Sheared-Llama-unsupervised",
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"OpenSearch-text-hybrid",
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"all-MiniLM-L12-v2",
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"all-MiniLM-L6-v2",
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"Cohere-embed-english-v3.0": "https://huggingface.co/Cohere/Cohere-embed-english-v3.0",
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"Cohere-embed-multilingual-v3.0": "https://huggingface.co/Cohere/Cohere-embed-multilingual-v3.0",
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"Cohere-embed-multilingual-light-v3.0": "https://huggingface.co/Cohere/Cohere-embed-multilingual-light-v3.0",
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"LLM2Vec-Llama-supervised": "https://huggingface.co/McGill-NLP/LLM2Vec-Llama-2-7b-chat-hf-mntp-supervised",
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"LLM2Vec-Llama-unsupervised": "https://huggingface.co/McGill-NLP/LLM2Vec-Llama-2-7b-chat-hf-mntp",
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"LLM2Vec-Mistral-supervised": "https://huggingface.co/McGill-NLP/LLM2Vec-Mistral-7B-Instruct-v2-mntp-supervised",
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"LLM2Vec-Mistral-unsupervised": "https://huggingface.co/McGill-NLP/LLM2Vec-Mistral-7B-Instruct-v2-mntp",
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"LLM2Vec-Sheared-Llama-supervised": "https://huggingface.co/McGill-NLP/LLM2Vec-Sheared-LLaMA-mntp-supervised",
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"LLM2Vec-Sheared-Llama-unsupervised": "https://huggingface.co/McGill-NLP/LLM2Vec-Sheared-LLaMA-mntp",
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"allenai-specter": "https://huggingface.co/sentence-transformers/allenai-specter",
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"allenai-specter": "https://huggingface.co/sentence-transformers/allenai-specter",
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"all-MiniLM-L12-v2": "https://huggingface.co/sentence-transformers/all-MiniLM-L12-v2",
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"Cohere-embed-english-v3.0": 1024,
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"Cohere-embed-multilingual-v3.0": 1024,
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"Cohere-embed-multilingual-light-v3.0": 384,
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"LLM2Vec-Llama-supervised": 4096,
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"LLM2Vec-Llama-unsupervised": 4096,
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"LLM2Vec-Mistral-supervised": 4096,
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"LLM2Vec-Mistral-unsupervised": 4096,
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"LLM2Vec-Sheared-Llama-supervised": 2048,
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"LLM2Vec-Sheared-Llama-unsupervised": 2048,
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"all-MiniLM-L12-v2": 384,
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"all-MiniLM-L6-v2": 384,
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"all-mpnet-base-v2": 768,
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"Cohere-embed-english-v3.0": 512,
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"Cohere-embed-multilingual-v3.0": 512,
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"Cohere-embed-multilingual-light-v3.0": 512,
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"LLM2Vec-Llama-supervised": 512,
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"LLM2Vec-Llama-unsupervised": 512,
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"LLM2Vec-Mistral-supervised": 512,
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"LLM2Vec-Mistral-unsupervised": 512,
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"LLM2Vec-Sheared-Llama-supervised": 512,
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"LLM2Vec-Sheared-Llama-unsupervised": 512,
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"all-MiniLM-L12-v2": 512,
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"all-MiniLM-L6-v2": 512,
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"all-mpnet-base-v2": 514,
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}
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EXTERNAL_MODEL_TO_SIZE = {
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"LLM2Vec-Llama-supervised": 6607,
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"LLM2Vec-Llama-unsupervised": 6607,
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"LLM2Vec-Mistral-supervised": 7111,
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"LLM2Vec-Mistral-unsupervised": 7111,
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"LLM2Vec-Sheared-Llama-supervised": 1280,
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"LLM2Vec-Sheared-Llama-unsupervised": 1280,
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"allenai-specter": 110,
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"all-MiniLM-L12-v2": 33,
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"all-MiniLM-L6-v2": 23,
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