From c976809f8a656454dc56ca3414261ea435d46e04 Mon Sep 17 00:00:00 2001 From: JLiu4Coding Date: Wed, 6 May 2026 14:39:26 +0000 Subject: [PATCH 1/2] [Docs] Add ModernBertForSequenceClassification to scoring.md cross-encoder table Signed-off-by: JLiu4Coding --- docs/models/pooling_models/scoring.md | 1 + 1 file changed, 1 insertion(+) diff --git a/docs/models/pooling_models/scoring.md b/docs/models/pooling_models/scoring.md index a4424642cd2a..033b5d14e139 100644 --- a/docs/models/pooling_models/scoring.md +++ b/docs/models/pooling_models/scoring.md @@ -40,6 +40,7 @@ The score models is designed to compute similarity scores between two input prom | `BertForSequenceClassification` | BERT-based | `cross-encoder/ms-marco-MiniLM-L-6-v2`, etc. | N/A | | | | `GemmaForSequenceClassification` | Gemma-based | `BAAI/bge-reranker-v2-gemma`(see note), etc. | [bge-reranker-v2-gemma.jinja](../../../examples/pooling/score/template/bge-reranker-v2-gemma.jinja) | ✅︎ | ✅︎ | | `GteNewForSequenceClassification` | mGTE-TRM (see note) | `Alibaba-NLP/gte-multilingual-reranker-base`, etc. | N/A | | | +| `ModernBertForSequenceClassification` | ModernBERT-based | `Alibaba-NLP/gte-reranker-modernbert-base`, etc. | N/A | | | | `LlamaBidirectionalForSequenceClassification`C | Llama-based with bidirectional attention | `nvidia/llama-nemotron-rerank-1b-v2`, etc. | [nemotron-rerank.jinja](../../../examples/pooling/score/template/nemotron-rerank.jinja) | ✅︎ | ✅︎ | | `Qwen2ForSequenceClassification`C | Qwen2-based | `mixedbread-ai/mxbai-rerank-base-v2`(see note), etc. | [mxbai_rerank_v2.jinja](../../../examples/pooling/score/template/mxbai_rerank_v2.jinja) | ✅︎ | ✅︎ | | `Qwen3ForSequenceClassification`C | Qwen3-based | `tomaarsen/Qwen3-Reranker-0.6B-seq-cls`, `Qwen/Qwen3-Reranker-0.6B`(see note), etc. | [qwen3_reranker.jinja](../../../examples/pooling/score/template/qwen3_reranker.jinja) | ✅︎ | ✅︎ | From a55af0ee1308cc5f1eb2043f76679e740ebbca50 Mon Sep 17 00:00:00 2001 From: "wang.yuqi" Date: Thu, 7 May 2026 00:18:38 +0800 Subject: [PATCH 2/2] alphabetical order Signed-off-by: wang.yuqi --- docs/models/pooling_models/scoring.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/models/pooling_models/scoring.md b/docs/models/pooling_models/scoring.md index 033b5d14e139..baaf15f14fb4 100644 --- a/docs/models/pooling_models/scoring.md +++ b/docs/models/pooling_models/scoring.md @@ -40,8 +40,8 @@ The score models is designed to compute similarity scores between two input prom | `BertForSequenceClassification` | BERT-based | `cross-encoder/ms-marco-MiniLM-L-6-v2`, etc. | N/A | | | | `GemmaForSequenceClassification` | Gemma-based | `BAAI/bge-reranker-v2-gemma`(see note), etc. | [bge-reranker-v2-gemma.jinja](../../../examples/pooling/score/template/bge-reranker-v2-gemma.jinja) | ✅︎ | ✅︎ | | `GteNewForSequenceClassification` | mGTE-TRM (see note) | `Alibaba-NLP/gte-multilingual-reranker-base`, etc. | N/A | | | -| `ModernBertForSequenceClassification` | ModernBERT-based | `Alibaba-NLP/gte-reranker-modernbert-base`, etc. | N/A | | | | `LlamaBidirectionalForSequenceClassification`C | Llama-based with bidirectional attention | `nvidia/llama-nemotron-rerank-1b-v2`, etc. | [nemotron-rerank.jinja](../../../examples/pooling/score/template/nemotron-rerank.jinja) | ✅︎ | ✅︎ | +| `ModernBertForSequenceClassification` | ModernBERT-based | `Alibaba-NLP/gte-reranker-modernbert-base`, etc. | N/A | | | | `Qwen2ForSequenceClassification`C | Qwen2-based | `mixedbread-ai/mxbai-rerank-base-v2`(see note), etc. | [mxbai_rerank_v2.jinja](../../../examples/pooling/score/template/mxbai_rerank_v2.jinja) | ✅︎ | ✅︎ | | `Qwen3ForSequenceClassification`C | Qwen3-based | `tomaarsen/Qwen3-Reranker-0.6B-seq-cls`, `Qwen/Qwen3-Reranker-0.6B`(see note), etc. | [qwen3_reranker.jinja](../../../examples/pooling/score/template/qwen3_reranker.jinja) | ✅︎ | ✅︎ | | `RobertaForSequenceClassification` | RoBERTa-based | `cross-encoder/quora-roberta-base`, etc. | N/A | | |