Model: vineet10/fm2
Author: vineet10
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:48, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, base_model:BAAI/bge-base-en-v1.5, base_model:finetune:BAAI/bge-base-en-v1.5, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: BAAI/bge-base-en-v1.5
Card metadata: base_model: BAAI/bge-base-en-v1.5
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
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:48, loss:MultipleNegativesRankingLoss
widget: source_sentence: The Supplier shall deliver the Batteries to the Manufacturer within 5 days of receipt of each monthly purchase order.
sentences: What rights does the Manufacturer have regarding the inspection and rejection  non-conforming Batteries?, What is the Delivery Schedule for the Batteries?, What constitutes a force majeure event under the Agreement?, source_sentence: The Client will pay a flat fee of Rs. 52,000/-, with 50% (Rs. 26,000/-) due upon signing the agreement and the remaining 50% due one week after completion of pre-production. Payment delays will result in proportional delays in data delivery and editing.
sentences: What are the specified payment terms for the photography services under this contract?, What actions can a user take if the platform is unable to fulfill a successfully placed order?, What is the delivery schedule for the Batteries once the purchase order is received?, source_sentence: Users can contact Customer Care before confirmation to request a refund for offline services or reschedule for online services, subject to the platform's discretion.
sentences: How does Paratalks handle refund requests made before a service professional confirms a booking?, What is the total quantity of electric vehicle batteries that the Supplier agrees to supply to the Manufacturer?, What are the conditions under which a user is not entitled to a refund according to Paratalks' refund policy?, source_sentence: In the event of a material breach of this Agreement by either Party, the non-breaching Party shall be entitled to pursue all available remedies at law or in equity, including injunctive relief and damages.
sentences: Under what conditions may this agreement be terminated?, What events constitute Force Majeure under this Agreement?, What remedies are available to a non-breaching Party in the event of a material breach of the Agreement?, source_sentence: No refund shall be issued in case wrong contact details are provided by the User or the User's device being unreachable, or any other technical glitch attributable to the User. Additionally, no refund shall be issued for any live-session or call, whether audio or video, once the call or live-session is connected.
sentences: What deductions may be applied when processing refunds according to Paratalks' refund policy?, What are the initial job title and duties of the Employee as stated in the employment agreement?, What circumstances lead to no refund being issued to a User according to the Refund Policy?
model-index: name: SentenceTransformer based on BAAI/bge-base-en-v1.5
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 768
type: dim_768
metrics: type: cosine_accuracy@1
value: 0.3333333333333333
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 1
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 1
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 1
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.3333333333333333
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.3333333333333333
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.19999999999999998
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09999999999999999
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.3333333333333333
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 1
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 1
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 1
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7321315434523954
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.638888888888889
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.638888888888889
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 512
type: dim_512
metrics: type: cosine_accuracy@1
value: 0.3333333333333333
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 1
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 1
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 1
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.3333333333333333
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.3333333333333333
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.19999999999999998
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09999999999999999
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.3333333333333333
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 1
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 1
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 1
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7321315434523954
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.638888888888889
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.638888888888889
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 256
type: dim_256
metrics: type: cosine_accuracy@1
value: 0.5
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8333333333333334
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 1
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 1
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27777777777777773
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.19999999999999998
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09999999999999999
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8333333333333334
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 1
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 1
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7747853857295762
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7000000000000001
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.7000000000000001
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 128
type: dim_128
metrics: type: cosine_accuracy@1
value: 0.5
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8333333333333334
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8333333333333334
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 1
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.27777777777777773
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16666666666666666
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09999999999999999
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8333333333333334
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.8333333333333334
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 1
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.7604815838011495
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.6851851851851851
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6851851851851851
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: dim 64
type: dim_64
metrics: type: cosine_accuracy@1
value: 0.5
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.6666666666666666
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.6666666666666666
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.8333333333333334
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2222222222222222
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.13333333333333333
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08333333333333333
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.5
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.6666666666666666
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.6666666666666666
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.8333333333333334
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.66452282344658
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.611111111111111
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.6262626262626262
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 9
Created: 2024-07-19 11:30:57