add readme
Browse files
    	
        README.md
    ADDED
    
    | @@ -0,0 +1,50 @@ | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | 
|  | |
| 1 | 
            +
            ---
         | 
| 2 | 
            +
            tags:
         | 
| 3 | 
            +
            - sentence-transformers
         | 
| 4 | 
            +
            - feature-extraction
         | 
| 5 | 
            +
            - sentence-similarity
         | 
| 6 | 
            +
            language: en
         | 
| 7 | 
            +
            license: apache-2.0
         | 
| 8 | 
            +
            datasets:
         | 
| 9 | 
            +
            - s2orc
         | 
| 10 | 
            +
            - flax-sentence-embeddings/stackexchange_xml
         | 
| 11 | 
            +
            - ms_marco
         | 
| 12 | 
            +
            - gooaq
         | 
| 13 | 
            +
            - yahoo_answers_topics
         | 
| 14 | 
            +
            - code_search_net
         | 
| 15 | 
            +
            - search_qa
         | 
| 16 | 
            +
            - eli5
         | 
| 17 | 
            +
            - snli
         | 
| 18 | 
            +
            - multi_nli
         | 
| 19 | 
            +
            - wikihow
         | 
| 20 | 
            +
            - natural_questions
         | 
| 21 | 
            +
            - trivia_qa
         | 
| 22 | 
            +
            - embedding-data/sentence-compression
         | 
| 23 | 
            +
            - embedding-data/flickr30k-captions
         | 
| 24 | 
            +
            - embedding-data/altlex
         | 
| 25 | 
            +
            - embedding-data/simple-wiki
         | 
| 26 | 
            +
            - embedding-data/QQP
         | 
| 27 | 
            +
            - embedding-data/SPECTER
         | 
| 28 | 
            +
            - embedding-data/PAQ_pairs
         | 
| 29 | 
            +
            - embedding-data/WikiAnswers
         | 
| 30 | 
            +
             | 
| 31 | 
            +
            ---
         | 
| 32 | 
            +
             | 
| 33 | 
            +
            # ONNX version of intfloat/e5-large-v2
         | 
| 34 | 
            +
             | 
| 35 | 
            +
            This is a sentence-transformers model: It maps sentences & paragraphs to a N dimensional dense vector space and can be used for tasks like clustering or semantic search. 
         | 
| 36 | 
            +
             | 
| 37 | 
            +
            The model conversion was made with [onnx-convert](https://github.com/nixiesearch/onnx-convert) tool with the following parameters:
         | 
| 38 | 
            +
             | 
| 39 | 
            +
            ```shell
         | 
| 40 | 
            +
            python convert.sh --model_id intfloat/e5-large-v2 --quantize QInt8 --optimize 2
         | 
| 41 | 
            +
            ```
         | 
| 42 | 
            +
             | 
| 43 | 
            +
            There are two versions of model available:
         | 
| 44 | 
            +
             | 
| 45 | 
            +
            * `model.onnx` - Float32 version, with optimize=2
         | 
| 46 | 
            +
            * `model_opt2_QInt8.onnx` - QInt8 quantized version, with optimize=2
         | 
| 47 | 
            +
             | 
| 48 | 
            +
            ## License
         | 
| 49 | 
            +
             | 
| 50 | 
            +
            Apache 2.0
         | 
