Model: wwydmanski/modernbert-bio-v0.1
Author: wwydmanski
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, modernbert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:100006, loss:CachedMultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:2101.06983, base_model:answerdotai/ModernBERT-base, base_model:finetune:answerdotai/ModernBERT-base, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: answerdotai/ModernBERT-base
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:100006, loss:CachedMultipleNegativesRankingLoss
base_model: answerdotai/ModernBERT-base
widget: source_sentence: how much weight can you lose in a week healthy?
sentences: Biology, Summary: According to experts, losing 1–2 pounds (0.45–0.9 kg) per week is a healthy and safe rate, while losing more than this is considered too fast. However, you may lose more than that during your first week of an exercise or diet plan., The number of valence electrons is the number of electrons in the outer shell, that the atom uses for bonding. Nitrogen has 5 electrons in its n=2 (outer) shell., source_sentence: how long after having a baby can i get a tattoo?
sentences: It is suggested that mothers wait at least until 9-12 months after birth, when the child is no longer dependent solely on breastmilk before getting a tattoo. Reputable tattoo artists will have a waiver for the client to sign that asks about pregnancy and breastfeeding., Medicine, Americans on average are down to 44 gallons of soda per year, and up to about 58 gallons of water. That's 7,242 ounces of water annually -- 20 ounces daily, which is 2.5 cups., source_sentence: is all uhmw anti static?
sentences: The bacteria Streptococcus pyogenes causes it. It's most common in infants and children, but it frequently occurs in teenagers and adults as well. It causes white streaks or spots in the throat., Chemistry, UHMW is available in a special anti-static grade that helps protect against EsD (static discharge) or to help keep dust and particles from building up on the product surface. The anti-static additives are built-in so the anti-static properties will last throughout the life of the material., source_sentence: is closing cost tax deductible?
sentences: Medicine, 1 tablespoon (tbsp) of granulated sugar equals to 12.5998 grams (g) in granulated sugar mass., In general, the only settlement or closing costs you can deduct are home mortgage interest and certain real estate taxes. You deduct them in the year you buy your home if you itemize your deductions. ... See IRS Publication 530, "Tax Information for Homeowners" and look for "Settlement or closing costs" for more details., source_sentence: what is the connection between cancer and the cell cycle?
sentences: Biology, Conclusion. Cancer is unchecked cell growth. Mutations in genes can cause cancer by accelerating cell division rates or inhibiting normal controls on the system, such as cell cycle arrest or programmed cell death. As a mass of cancerous cells grows, it can develop into a tumor., Your vomit may appear black if the blood has been oxidized by the acids in your stomach. The iron in your blood turns brown to black with time. Since the blood is no longer bright red, it means that the bleeding has either stopped or is only happening in a small amount.
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy@1, cosine_accuracy@3, cosine_accuracy@5, cosine_accuracy@10, cosine_precision@1, cosine_precision@3, cosine_precision@5, cosine_precision@10, cosine_recall@1, cosine_recall@3, cosine_recall@5, cosine_recall@10, cosine_ndcg@10, cosine_mrr@10, cosine_map@100
model-index: name: SentenceTransformer based on answerdotai/ModernBERT-base
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: NanoNQ
type: NanoNQ
metrics: type: cosine_accuracy@1
value: 0.1
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.18
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.24
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.34
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.1
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.06
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.04800000000000001
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.034
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.1
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.15
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.21
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.31
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.19343658524041285
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.16590476190476192
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.17642959153410534
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: NanoMSMARCO
type: NanoMSMARCO
metrics: type: cosine_accuracy@1
value: 0.12
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.28
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.4
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.52
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.12
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.09333333333333332
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.08
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.052000000000000005
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.12
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.28
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.4
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.52
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.2984940860938879
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.2304365079365079
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.24691442502099614
name: Cosine Map@100
verified: no, task: type: nano-beir
name: Nano BEIR
dataset: name: NanoBEIR mean
type: NanoBEIR_mean
metrics: type: cosine_accuracy@1
value: 0.11
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.23
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.32
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.43000000000000005
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.11
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.07666666666666666
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.064
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.043000000000000003
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.11
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.21500000000000002
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.305
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.41500000000000004
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.24596533566715037
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.1981706349206349
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.21167200827755073
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 7
Created: 2024-12-22 20:51:17