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  1. README.md +15 -11
README.md CHANGED
@@ -31,11 +31,13 @@ Here is an overview of the models we deliver publicly:
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  | Model | Languages | Relevance | Inference Time | GPU Memory |
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  |---------------------------------------------------------------------------------------------|-------------------------------------------------|-----------|----------------|------------|
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- | [vectorizer.vanilla](https://huggingface.co/sinequa/vectorizer.vanilla) | en | 0.639 | 53 ms | 330 MiB |
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- | [vectorizer.raspberry](https://huggingface.co/sinequa/vectorizer.raspberry) | de, en, es, fr, it, ja, nl, pt, zs | 0.613 | 52 ms | 610 MiB |
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- | [vectorizer.hazelnut](https://huggingface.co/sinequa/vectorizer.hazelnut) | de, en, es, fr, it, ja, nl, pl, pt, zs | 0.590 | 52 ms | 610 MiB |
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- | [vectorizer.guava](https://huggingface.co/sinequa/vectorizer.guava) | de, en, es, fr, it, ja, nl, pl, pt, zh-trad, zs | 0.616 | 52 ms | 610 MiB |
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- | [vectorizer.banana](https://huggingface.co/sinequa/vectorizer.banana) | 100+ languages | [details](https://huggingface.co/sinequa/vectorizer.banana#scores) | 35ms (fp16) | 1450 MiB |
 
 
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  ## Passage Ranker
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@@ -46,9 +48,11 @@ Here is an overview of the models we deliver publicly:
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  | Model | Languages | Relevance | Inference Time | GPU Memory |
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  |-------------------------------------------------------------------------------------------------------|---------------------------------------------------------|-----------|----------------|------------|
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- | [passage-ranker.chocolate](https://huggingface.co/sinequa/passage-ranker.chocolate) | en | 0.484 | 64 ms | 550 MiB |
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- | [passage-ranker.strawberry](https://huggingface.co/sinequa/passage-ranker.strawberry) | de, en, es, fr, it, ja, nl, pt, zs | 0.451 | 63 ms | 1060 MiB |
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- | [passage-ranker.mango](https://huggingface.co/sinequa/passage-ranker.mango) | de, en, es, fr, it, ja, nl, pt, zs, zh-trad | 0.480 | 358 ms | 1070 MiB |
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- | [passage-ranker.pistachio](https://huggingface.co/sinequa/passage-ranker.pistachio) | de, en, es, fr, it, ja, nl, pl, pt, zs, zh-trad | 0.380 | 358 ms | 1070 MiB |
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- | [passage-ranker.apricot](https://huggingface.co/sinequa/passage-ranker.apricot) | ar, de, en, es, fr, it, ja, kr, nl, pl, pt, zs, zh-trad | 0.449 | 64 ms | 1100 MiB |
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- | [passage-ranker.nectarine](https://huggingface.co/sinequa/passage-ranker.nectarine) | ar, de, en, es, fr, it, ja, kr, nl, pl, pt, zs, zh-trad | 0.455 | 369 ms | 1200 MiB |
 
 
 
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  | Model | Languages | Relevance | Inference Time | GPU Memory |
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  |---------------------------------------------------------------------------------------------|-------------------------------------------------|-----------|----------------|------------|
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+ | [vectorizer.vanilla](https://huggingface.co/sinequa/vectorizer.vanilla) | en | 0.639 | 14 ms | 300 MiB |
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+ | [vectorizer.raspberry](https://huggingface.co/sinequa/vectorizer.raspberry) | de, en, es, fr, it, ja, nl, pt, zs | 0.613 | 12 ms | 550 MiB |
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+ | [vectorizer.hazelnut](https://huggingface.co/sinequa/vectorizer.hazelnut) | de, en, es, fr, it, ja, nl, pl, pt, zs | 0.590 | 12 ms | 550 MiB |
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+ | [vectorizer.guava](https://huggingface.co/sinequa/vectorizer.guava) | de, en, es, fr, it, ja, nl, pl, pt, zh-trad, zs | 0.616 | 12 ms | 550 MiB |
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+ | [vectorizer.banana](https://huggingface.co/sinequa/vectorizer.banana) | 100+ languages | [details](https://huggingface.co/sinequa/vectorizer.banana#scores) | 35 ms | 1450 MiB |
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+ Inference times and GPU memory usage reported are for FP16 models.
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  ## Passage Ranker
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  | Model | Languages | Relevance | Inference Time | GPU Memory |
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  |-------------------------------------------------------------------------------------------------------|---------------------------------------------------------|-----------|----------------|------------|
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+ | [passage-ranker.chocolate](https://huggingface.co/sinequa/passage-ranker.chocolate) | en | 0.484 | 13 ms | 300 MiB |
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+ | [passage-ranker.strawberry](https://huggingface.co/sinequa/passage-ranker.strawberry) | de, en, es, fr, it, ja, nl, pt, zs, zh-trad | 0.451 | 13 ms | 550 MiB |
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+ | [passage-ranker.mango](https://huggingface.co/sinequa/passage-ranker.mango) | de, en, es, fr, it, ja, nl, pt, zs, zh-trad | 0.480 | 65 ms | 850 MiB |
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+ | [passage-ranker.pistachio](https://huggingface.co/sinequa/passage-ranker.pistachio) | de, en, es, fr, it, ja, nl, pl, pt, zs, zh-trad | 0.474 | 65 ms | 850 MiB |
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+ | [passage-ranker.apricot](https://huggingface.co/sinequa/passage-ranker.apricot) | ar, de, en, es, fr, it, ja, kr, nl, pl, pt, zs, zh-trad | 0.449 | 13 ms | 550 MiB |
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+ | [passage-ranker.nectarine](https://huggingface.co/sinequa/passage-ranker.nectarine) | ar, de, en, es, fr, it, ja, kr, nl, pl, pt, zs, zh-trad | 0.455 | 65 ms | 850 MiB |
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+ Inference times and GPU memory usage reported are for FP16 models.