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Update README.md
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bclavie authored Aug 16, 2024
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Expand Up @@ -200,7 +200,7 @@ Models:
- ✅ T5-based pointwise rankers (InRanker, MonoT5...)
- ✅ Cohere, Jina, Voyage and MixedBread API rerankers
-[FlashRank](https://github.com/PrithivirajDamodaran/FlashRank) rerankers (ONNX-optimised models, very fast on CPU)
- 🟠 ColBERT-based reranker - not a model initially designed for reranking, but quite strong (Implementation could be optimised and is from a third-party implementation.)
- ColBERT-based reranker - not a model initially designed for reranking, but does perform quite strongly in some cases. Implementation is lightweight, based only on transformers.
- 🟠⭐ RankLLM/RankZephyr: supported by wrapping the [rank-llm library](https://github.com/castorini/rank_llm) library! Support for RankZephyr/RankVicuna is untested, but RankLLM + GPT models fully works!
- 📍 LiT5

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