ContextualAI
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ctxl-rerank-v2-instruct-multilingual-1b

text-generation

text-generation-inference

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sheshansh-ctx commited on about 1 month ago

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@@ -78,9 +78,9 @@ infer_w_hf(model_path, query, instruction, documents)
 ```
 Query: What are the health benefits of exercise?
 Instruction: Prioritize recent medical research
-Score: 0.8542 | Doc: A 2024 study shows exercise enhances cognitive function in older adults.
-Score: 0.7891 | Doc: Regular exercise reduces risk of heart disease and improves mental health.
-Score: 0.4123 | Doc: Ancient Greeks valued physical fitness for military training.
 ```
 ### vLLM Usage (Recommended for Production)

 ```
 Query: What are the health benefits of exercise?
 Instruction: Prioritize recent medical research
+Score: 0.5039 | Doc: A 2024 study shows exercise enhances cognitive function in older adults.
+Score: -0.8398 | Doc: Regular exercise reduces risk of heart disease and improves mental health.
+Score: -9.3125 | Doc: Ancient Greeks valued physical fitness for military training.
 ```
 ### vLLM Usage (Recommended for Production)