Sentence Similarity
sentence-transformers
Safetensors
bert
feature-extraction
dense
Generated from Trainer
dataset_size:111470
loss:MultipleNegativesRankingLoss
Eval Results (legacy)
text-embeddings-inference
Instructions to use redis/model-b-structured with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use redis/model-b-structured with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("redis/model-b-structured") sentences = [ "when was the first elephant brought to america", "Old Bet The first elephant brought to the United States was in 1796, aboard the America which set sail from Calcutta for New York on December 3, 1795.[4] However, it is not certain that this was Old Bet.[2] The first references to Old Bet start in 1804 in Boston as part of a menagerie.[1] In 1808, while residing in Somers, New York, Hachaliah Bailey purchased the menagerie elephant for $1,000 and named it \"Old Bet\".[5][6]", "Cronus Rhea secretly gave birth to Zeus in Crete, and handed Cronus a stone wrapped in swaddling clothes, also known as the Omphalos Stone, which he promptly swallowed, thinking that it was his son.", "Renal artery One or two accessory renal arteries are frequently found, especially on the left side since they usually arise from the aorta, and may come off above (more common) or below the main artery. Instead of entering the kidney at the hilus, they usually pierce the upper or lower part of the organ." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4] - Notebooks
- Google Colab
- Kaggle
Training in progress, step 3000
Browse files- Information-Retrieval_evaluation_BeIR-touche2020-subset-test_results.csv +1 -0
- Information-Retrieval_evaluation_NanoArguAna_results.csv +1 -0
- Information-Retrieval_evaluation_NanoClimateFEVER_results.csv +1 -0
- Information-Retrieval_evaluation_NanoDBPedia_results.csv +1 -0
- Information-Retrieval_evaluation_NanoFEVER_results.csv +1 -0
- Information-Retrieval_evaluation_NanoFiQA2018_results.csv +1 -0
- Information-Retrieval_evaluation_NanoHotpotQA_results.csv +1 -0
- Information-Retrieval_evaluation_NanoMSMARCO_results.csv +1 -0
- Information-Retrieval_evaluation_NanoNFCorpus_results.csv +1 -0
- Information-Retrieval_evaluation_NanoNQ_results.csv +1 -0
- Information-Retrieval_evaluation_NanoQuoraRetrieval_results.csv +1 -0
- Information-Retrieval_evaluation_NanoSCIDOCS_results.csv +1 -0
- Information-Retrieval_evaluation_NanoSciFact_results.csv +1 -0
- Information-Retrieval_evaluation_NanoTouche2020_results.csv +1 -0
- NanoBEIR_evaluation_mean_results.csv +1 -0
- config.json +35 -15
- eval/Information-Retrieval_evaluation_NanoMSMARCO_results.csv +13 -0
- eval/Information-Retrieval_evaluation_NanoNQ_results.csv +13 -0
- eval/NanoBEIR_evaluation_mean_results.csv +13 -0
- final_metrics.json +212 -212
- model.safetensors +2 -2
- special_tokens_map.json +1 -1
- tokenizer.json +2 -2
- tokenizer_config.json +901 -21
Information-Retrieval_evaluation_BeIR-touche2020-subset-test_results.csv
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epoch,steps,cosine-Accuracy@1,cosine-Accuracy@3,cosine-Accuracy@5,cosine-Accuracy@10,cosine-Precision@1,cosine-Recall@1,cosine-Precision@3,cosine-Recall@3,cosine-Precision@5,cosine-Recall@5,cosine-Precision@10,cosine-Recall@10,cosine-MRR@10,cosine-NDCG@10,cosine-MAP@100
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Information-Retrieval_evaluation_NanoArguAna_results.csv
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epoch,steps,cosine-Accuracy@1,cosine-Accuracy@3,cosine-Accuracy@5,cosine-Accuracy@10,cosine-Precision@1,cosine-Recall@1,cosine-Precision@3,cosine-Recall@3,cosine-Precision@5,cosine-Recall@5,cosine-Precision@10,cosine-Recall@10,cosine-MRR@10,cosine-NDCG@10,cosine-MAP@100
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epoch,steps,cosine-Accuracy@1,cosine-Accuracy@3,cosine-Accuracy@5,cosine-Accuracy@10,cosine-Precision@1,cosine-Recall@1,cosine-Precision@3,cosine-Recall@3,cosine-Precision@5,cosine-Recall@5,cosine-Precision@10,cosine-Recall@10,cosine-MRR@10,cosine-NDCG@10,cosine-MAP@100
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Information-Retrieval_evaluation_NanoClimateFEVER_results.csv
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epoch,steps,cosine-Accuracy@1,cosine-Accuracy@3,cosine-Accuracy@5,cosine-Accuracy@10,cosine-Precision@1,cosine-Recall@1,cosine-Precision@3,cosine-Recall@3,cosine-Precision@5,cosine-Recall@5,cosine-Precision@10,cosine-Recall@10,cosine-MRR@10,cosine-NDCG@10,cosine-MAP@100
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epoch,steps,cosine-Accuracy@1,cosine-Accuracy@3,cosine-Accuracy@5,cosine-Accuracy@10,cosine-Precision@1,cosine-Recall@1,cosine-Precision@3,cosine-Recall@3,cosine-Precision@5,cosine-Recall@5,cosine-Precision@10,cosine-Recall@10,cosine-MRR@10,cosine-NDCG@10,cosine-MAP@100
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Information-Retrieval_evaluation_NanoDBPedia_results.csv
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epoch,steps,cosine-Accuracy@1,cosine-Accuracy@3,cosine-Accuracy@5,cosine-Accuracy@10,cosine-Precision@1,cosine-Recall@1,cosine-Precision@3,cosine-Recall@3,cosine-Precision@5,cosine-Recall@5,cosine-Precision@10,cosine-Recall@10,cosine-MRR@10,cosine-NDCG@10,cosine-MAP@100
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Information-Retrieval_evaluation_NanoFEVER_results.csv
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epoch,steps,cosine-Accuracy@1,cosine-Accuracy@3,cosine-Accuracy@5,cosine-Accuracy@10,cosine-Precision@1,cosine-Recall@1,cosine-Precision@3,cosine-Recall@3,cosine-Precision@5,cosine-Recall@5,cosine-Precision@10,cosine-Recall@10,cosine-MRR@10,cosine-NDCG@10,cosine-MAP@100
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Information-Retrieval_evaluation_NanoFiQA2018_results.csv
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epoch,steps,cosine-Accuracy@1,cosine-Accuracy@3,cosine-Accuracy@5,cosine-Accuracy@10,cosine-Precision@1,cosine-Recall@1,cosine-Precision@3,cosine-Recall@3,cosine-Precision@5,cosine-Recall@5,cosine-Precision@10,cosine-Recall@10,cosine-MRR@10,cosine-NDCG@10,cosine-MAP@100
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Information-Retrieval_evaluation_NanoHotpotQA_results.csv
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epoch,steps,cosine-Accuracy@1,cosine-Accuracy@3,cosine-Accuracy@5,cosine-Accuracy@10,cosine-Precision@1,cosine-Recall@1,cosine-Precision@3,cosine-Recall@3,cosine-Precision@5,cosine-Recall@5,cosine-Precision@10,cosine-Recall@10,cosine-MRR@10,cosine-NDCG@10,cosine-MAP@100
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epoch,steps,cosine-Accuracy@1,cosine-Accuracy@3,cosine-Accuracy@5,cosine-Accuracy@10,cosine-Precision@1,cosine-Recall@1,cosine-Precision@3,cosine-Recall@3,cosine-Precision@5,cosine-Recall@5,cosine-Precision@10,cosine-Recall@10,cosine-MRR@10,cosine-NDCG@10,cosine-MAP@100
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| 2 |
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Information-Retrieval_evaluation_NanoMSMARCO_results.csv
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epoch,steps,cosine-Accuracy@1,cosine-Accuracy@3,cosine-Accuracy@5,cosine-Accuracy@10,cosine-Precision@1,cosine-Recall@1,cosine-Precision@3,cosine-Recall@3,cosine-Precision@5,cosine-Recall@5,cosine-Precision@10,cosine-Recall@10,cosine-MRR@10,cosine-NDCG@10,cosine-MAP@100
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epoch,steps,cosine-Accuracy@1,cosine-Accuracy@3,cosine-Accuracy@5,cosine-Accuracy@10,cosine-Precision@1,cosine-Recall@1,cosine-Precision@3,cosine-Recall@3,cosine-Precision@5,cosine-Recall@5,cosine-Precision@10,cosine-Recall@10,cosine-MRR@10,cosine-NDCG@10,cosine-MAP@100
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| 4 |
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Information-Retrieval_evaluation_NanoNFCorpus_results.csv
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| 1 |
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|
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|
| 1 |
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Information-Retrieval_evaluation_NanoNQ_results.csv
CHANGED
|
@@ -1,3 +1,4 @@
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| 1 |
epoch,steps,cosine-Accuracy@1,cosine-Accuracy@3,cosine-Accuracy@5,cosine-Accuracy@10,cosine-Precision@1,cosine-Recall@1,cosine-Precision@3,cosine-Recall@3,cosine-Precision@5,cosine-Recall@5,cosine-Precision@10,cosine-Recall@10,cosine-MRR@10,cosine-NDCG@10,cosine-MAP@100
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Information-Retrieval_evaluation_NanoQuoraRetrieval_results.csv
CHANGED
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@@ -1,3 +1,4 @@
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| 1 |
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Information-Retrieval_evaluation_NanoSCIDOCS_results.csv
CHANGED
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@@ -1,3 +1,4 @@
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| 1 |
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Information-Retrieval_evaluation_NanoSciFact_results.csv
CHANGED
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@@ -1,3 +1,4 @@
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| 1 |
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Information-Retrieval_evaluation_NanoTouche2020_results.csv
CHANGED
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@@ -1,3 +1,4 @@
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| 1 |
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|
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NanoBEIR_evaluation_mean_results.csv
CHANGED
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@@ -1,3 +1,4 @@
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|
| 1 |
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|
| 1 |
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config.json
CHANGED
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@@ -1,25 +1,45 @@
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| 45 |
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eval/Information-Retrieval_evaluation_NanoMSMARCO_results.csv
CHANGED
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@@ -46,3 +46,16 @@ epoch,steps,cosine-Accuracy@1,cosine-Accuracy@3,cosine-Accuracy@5,cosine-Accurac
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eval/Information-Retrieval_evaluation_NanoNQ_results.csv
CHANGED
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@@ -46,3 +46,16 @@ epoch,steps,cosine-Accuracy@1,cosine-Accuracy@3,cosine-Accuracy@5,cosine-Accurac
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eval/NanoBEIR_evaluation_mean_results.csv
CHANGED
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@@ -46,3 +46,16 @@ epoch,steps,cosine-Accuracy@1,cosine-Accuracy@3,cosine-Accuracy@5,cosine-Accurac
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final_metrics.json
CHANGED
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| 214 |
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"BeIR-touche2020-subset-test_cosine_map@100": 0.
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| 230 |
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| 231 |
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|
|
|
| 1 |
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| 2 |
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| 3 |
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"NanoDBPedia_cosine_map@100": 0.25479322904197393,
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| 12 |
"content": "[UNK]",
|
| 13 |
"lstrip": false,
|
| 14 |
"normalized": false,
|
|
@@ -16,7 +232,7 @@
|
|
| 16 |
"single_word": false,
|
| 17 |
"special": true
|
| 18 |
},
|
| 19 |
-
"
|
| 20 |
"content": "[CLS]",
|
| 21 |
"lstrip": false,
|
| 22 |
"normalized": false,
|
|
@@ -24,7 +240,7 @@
|
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| 24 |
"single_word": false,
|
| 25 |
"special": true
|
| 26 |
},
|
| 27 |
-
"
|
| 28 |
"content": "[SEP]",
|
| 29 |
"lstrip": false,
|
| 30 |
"normalized": false,
|
|
@@ -32,34 +248,698 @@
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| 32 |
"single_word": false,
|
| 33 |
"special": true
|
| 34 |
},
|
| 35 |
-
"
|
| 36 |
-
"content": "[
|
| 37 |
"lstrip": false,
|
| 38 |
"normalized": false,
|
| 39 |
"rstrip": false,
|
| 40 |
"single_word": false,
|
| 41 |
"special": true
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|
| 42 |
}
|
| 43 |
},
|
| 44 |
-
"clean_up_tokenization_spaces":
|
| 45 |
"cls_token": "[CLS]",
|
| 46 |
-
"do_basic_tokenize": true,
|
| 47 |
-
"do_lower_case": true,
|
| 48 |
"extra_special_tokens": {},
|
| 49 |
"mask_token": "[MASK]",
|
| 50 |
-
"
|
| 51 |
-
|
| 52 |
-
|
| 53 |
-
|
|
|
|
| 54 |
"pad_token": "[PAD]",
|
| 55 |
-
"pad_token_type_id": 0,
|
| 56 |
-
"padding_side": "right",
|
| 57 |
"sep_token": "[SEP]",
|
| 58 |
-
"
|
| 59 |
-
"strip_accents": null,
|
| 60 |
-
"tokenize_chinese_chars": true,
|
| 61 |
-
"tokenizer_class": "BertTokenizer",
|
| 62 |
-
"truncation_side": "right",
|
| 63 |
-
"truncation_strategy": "longest_first",
|
| 64 |
"unk_token": "[UNK]"
|
| 65 |
}
|
|
|
|
| 1 |
{
|
| 2 |
"added_tokens_decoder": {
|
| 3 |
"0": {
|
| 4 |
+
"content": "|||IP_ADDRESS|||",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": true,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": false
|
| 10 |
+
},
|
| 11 |
+
"1": {
|
| 12 |
+
"content": "<|padding|>",
|
| 13 |
"lstrip": false,
|
| 14 |
"normalized": false,
|
| 15 |
"rstrip": false,
|
| 16 |
"single_word": false,
|
| 17 |
"special": true
|
| 18 |
},
|
| 19 |
+
"50254": {
|
| 20 |
+
"content": " ",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": true,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": false
|
| 26 |
+
},
|
| 27 |
+
"50255": {
|
| 28 |
+
"content": " ",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": true,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": false
|
| 34 |
+
},
|
| 35 |
+
"50256": {
|
| 36 |
+
"content": " ",
|
| 37 |
+
"lstrip": false,
|
| 38 |
+
"normalized": true,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": false
|
| 42 |
+
},
|
| 43 |
+
"50257": {
|
| 44 |
+
"content": " ",
|
| 45 |
+
"lstrip": false,
|
| 46 |
+
"normalized": true,
|
| 47 |
+
"rstrip": false,
|
| 48 |
+
"single_word": false,
|
| 49 |
+
"special": false
|
| 50 |
+
},
|
| 51 |
+
"50258": {
|
| 52 |
+
"content": " ",
|
| 53 |
+
"lstrip": false,
|
| 54 |
+
"normalized": true,
|
| 55 |
+
"rstrip": false,
|
| 56 |
+
"single_word": false,
|
| 57 |
+
"special": false
|
| 58 |
+
},
|
| 59 |
+
"50259": {
|
| 60 |
+
"content": " ",
|
| 61 |
+
"lstrip": false,
|
| 62 |
+
"normalized": true,
|
| 63 |
+
"rstrip": false,
|
| 64 |
+
"single_word": false,
|
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