infly
/

inf-retriever-v1

Sentence Similarity

sentence-transformers

feature-extraction

text-generation-inference

text-embeddings-inference

Inference Endpoints

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SamuelYang commited on Dec 24, 2024

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@@ -4,6 +4,7 @@ base_model:
 language:
 - en
 - zh
 ---
 # INF-Retriever-v1
 ## Model Overview
@@ -85,4 +86,4 @@ print(scores.tolist())
 |                   [BGE-M3](https://huggingface.co/BAAI/bge-m3)                    |   46.65   |   60.49   |   62.36   |   47.35   |  50.38   |     49.1      |   **42.38**   |   26.68   |   40.76   | 48.04     | 40.75     | 51.52      | 32.18      | 54.4       |
 |  [BGE-Multilingual-Gemma2](https://huggingface.co/BAAI/bge-multilingual-gemma2)   |   46.83   |   63.71   |   67.3    |   50.38   |  53.24   |     47.24     |     42.13     |   22.58   |   23.28   | 50.91     | 44.02     | 49.3       | 31.6       | **63.14**  |
 | [GTE-Qwen2-7B-instruct](https://huggingface.co/Alibaba-NLP/gte-Qwen2-7B-instruct) |   48.38   |   63.46   |   66.44   |   51.2    |  51.98   |     54.2      |     38.82     |   22.31   |   40.27   | **54.07** | 43.03     | 58.2       | 26.63      | 58.39      |
-|                               **INF-Retriever-v1**                                | **52.56** | **65.25** | **68.44** | **52.13** | **56.6** |   **56.96**   |     42.03     | **34.51** | **50.62** | 53.32     | **50.02** | **58.34**  | **35.42**  | 59.64      |

 language:
 - en
 - zh
+pipeline_tag: sentence-similarity
 ---
 # INF-Retriever-v1
 ## Model Overview
 |                   [BGE-M3](https://huggingface.co/BAAI/bge-m3)                    |   46.65   |   60.49   |   62.36   |   47.35   |  50.38   |     49.1      |   **42.38**   |   26.68   |   40.76   | 48.04     | 40.75     | 51.52      | 32.18      | 54.4       |
 |  [BGE-Multilingual-Gemma2](https://huggingface.co/BAAI/bge-multilingual-gemma2)   |   46.83   |   63.71   |   67.3    |   50.38   |  53.24   |     47.24     |     42.13     |   22.58   |   23.28   | 50.91     | 44.02     | 49.3       | 31.6       | **63.14**  |
 | [GTE-Qwen2-7B-instruct](https://huggingface.co/Alibaba-NLP/gte-Qwen2-7B-instruct) |   48.38   |   63.46   |   66.44   |   51.2    |  51.98   |     54.2      |     38.82     |   22.31   |   40.27   | **54.07** | 43.03     | 58.2       | 26.63      | 58.39      |
+|                               **INF-Retriever-v1**                                | **52.56** | **65.25** | **68.44** | **52.13** | **56.6** |   **56.96**   |     42.03     | **34.51** | **50.62** | 53.32     | **50.02** | **58.34**  | **35.42**  | 59.64      |