Text Ranking
sentence-transformers
Safetensors
Transformers
bert
mteb
custom_code
Eval Results (legacy)
Instructions to use ByteDance/ListConRanker with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use ByteDance/ListConRanker with sentence-transformers:
from sentence_transformers import CrossEncoder model = CrossEncoder("ByteDance/ListConRanker", trust_remote_code=True) query = "Which planet is known as the Red Planet?" passages = [ "Venus is often called Earth's twin because of its similar size and proximity.", "Mars, known for its reddish appearance, is often referred to as the Red Planet.", "Jupiter, the largest planet in our solar system, has a prominent red spot.", "Saturn, famous for its rings, is sometimes mistaken for the Red Planet." ] scores = model.predict([(query, passage) for passage in passages]) print(scores) - Transformers
How to use ByteDance/ListConRanker with Transformers:
# Load model directly from transformers import AutoTokenizer, ListConRanker tokenizer = AutoTokenizer.from_pretrained("ByteDance/ListConRanker", trust_remote_code=True) model = ListConRanker.from_pretrained("ByteDance/ListConRanker", trust_remote_code=True) - Notebooks
- Google Colab
- Kaggle
reformat metadata and reorg ckp path
Browse files- README.md +28 -37
- ListConRanker_ckpt/config.json → config.json +0 -0
- eval_listconranker.py +1 -1
- eval_listconranker_iterative_inference.py +1 -1
- ListConRanker_ckpt/linear_in_embedding.pt → linear_in_embedding.pt +0 -0
- ListConRanker_ckpt/list_transformer.pt → list_transformer.pt +0 -0
- ListConRanker_ckpt/model.safetensors → model.safetensors +0 -0
- ListConRanker_ckpt/special_tokens_map.json → special_tokens_map.json +0 -0
- ListConRanker_ckpt/tokenizer_config.json → tokenizer_config.json +0 -0
- ListConRanker_ckpt/vocab.txt → vocab.txt +0 -0
README.md
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---
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model-index:
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- name: ListConRanker
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results:
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config: default
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name: MTEB CMedQAv1-reranking (default)
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revision: None
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split: test
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metrics:
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- type: map
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value: 90.55366308098787
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value: 92.45134920634919
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- type: mrr_5
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value: 92.325
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value: 90.55366308098787
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task:
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type: Reranking
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config: default
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name: MTEB CMedQAv2-reranking (default)
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revision: None
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split: test
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metrics:
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value: 89.38076135722042
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value: 91.28769841269842
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- type: mrr_5
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value: 91.08999999999999
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value: 89.38076135722042
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task:
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type: Reranking
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config: default
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name: MTEB MMarcoReranking (default)
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revision: None
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split: dev
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metrics:
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value: 43.881461866703894
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- type: mrr_1
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value: 32.0
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- type: mrr_10
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value: 44.
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value: 43.
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value: 43.881461866703894
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task:
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type: Reranking
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config: default
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name: MTEB T2Reranking (default)
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revision: None
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split: dev
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metrics:
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value: 69.16513825032682
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- type: mrr_1
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value: 67.
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- type: mrr_10
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value: 80.
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- type: mrr_5
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value: 79.
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- type: main_score
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value: 69.16513825032682
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task:
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type: Reranking
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tags:
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- mteb
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---
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# ListConRanker
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## Model
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---
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tags:
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- mteb
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model-index:
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- name: ListConRanker
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results:
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- task:
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type: Reranking
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dataset:
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type: C-MTEB/CMedQAv1-reranking
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name: MTEB CMedQAv1
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config: default
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split: test
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revision: None
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metrics:
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- type: map
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value: 90.55366308098787
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value: 92.45134920634919
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- type: mrr_5
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value: 92.325
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- task:
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type: Reranking
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dataset:
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type: C-MTEB/CMedQAv2-reranking
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name: MTEB CMedQAv2
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config: default
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split: test
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revision: None
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metrics:
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- type: map
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value: 89.38076135722042
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value: 91.28769841269842
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- type: mrr_5
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value: 91.08999999999999
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- task:
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type: Reranking
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dataset:
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type: C-MTEB/Mmarco-reranking
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name: MTEB MMarcoReranking
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config: default
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split: dev
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revision: None
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metrics:
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- type: map
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value: 43.881461866703894
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- type: mrr_1
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value: 32.0
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- type: mrr_10
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value: 44.534126984126985
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- type: mrr_5
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value: 43.45
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- task:
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type: Reranking
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dataset:
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type: C-MTEB/T2Reranking
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name: MTEB T2Reranking
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config: default
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split: dev
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revision: None
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metrics:
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- type: map
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value: 69.16513825032682
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- type: mrr_1
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value: 67.36628300609343
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- type: mrr_10
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value: 80.06914890758831
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- type: mrr_5
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value: 79.69137892123675
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---
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# ListConRanker
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## Model
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ListConRanker_ckpt/config.json → config.json
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eval_listconranker.py
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def get_args():
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parser = argparse.ArgumentParser()
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parser.add_argument('--model_name_or_path', default="./
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return parser.parse_args()
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def get_args():
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parser = argparse.ArgumentParser()
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parser.add_argument('--model_name_or_path', default="./", type=str)
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return parser.parse_args()
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eval_listconranker_iterative_inference.py
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def get_args():
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parser = argparse.ArgumentParser()
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parser.add_argument('--model_name_or_path', default="./
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return parser.parse_args()
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def get_args():
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parser = argparse.ArgumentParser()
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parser.add_argument('--model_name_or_path', default="./", type=str)
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return parser.parse_args()
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ListConRanker_ckpt/linear_in_embedding.pt → linear_in_embedding.pt
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ListConRanker_ckpt/list_transformer.pt → list_transformer.pt
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ListConRanker_ckpt/model.safetensors → model.safetensors
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ListConRanker_ckpt/special_tokens_map.json → special_tokens_map.json
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ListConRanker_ckpt/tokenizer_config.json → tokenizer_config.json
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ListConRanker_ckpt/vocab.txt → vocab.txt
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