Model: pkqinys/shawhin-clip-title-thumbnail-embeddings
Author: pkqinys
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, clip, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:75, loss:MultipleNegativesRankingLoss, dataset:pkqinys/shawhin-yt-title-thumbnail-pairs, arxiv:1908.10084, arxiv:1705.00652, base_model:pkqinys/shawhin-clip-title-thumbnail-embeddings, base_model:finetune:pkqinys/shawhin-clip-title-thumbnail-embeddings, model-index, endpoints_compatible, region:us
Base models (finetune): id: pkqinys/shawhin-clip-title-thumbnail-embeddings
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:75, loss:MultipleNegativesRankingLoss
base_model: pkqinys/shawhin-clip-title-thumbnail-embeddings
widget: source_sentence: 5 Reasons Why Every Data Scientist Should Consider Freelancing
sentences: Text Embeddings, Classification, and Semantic Search (w/ Python Code), Causal Inference | Answering causal questions, How to Build ML Solutions (w/ Python Code Walkthrough), source_sentence: 3 Reasons Businesses Should NOT Use AI
sentences: The Wavelet Transform | Introduction & Example Code, Causal Effects via Regression w/ Python Code, Fine-tuning Large Language Models (LLMs) | w/ Example Code, source_sentence: Fine-Tuning Text Embeddings For Domain-specific Search (w/ Python)
sentences: Shit Happens, Stay Solution Oriented, How I'd Learn Data Science (if I could start over), GitHub for AI Engineers (beginner-friendly guide), source_sentence: Why Conflict Is Good & How You Can Use It
sentences: I Built an AI App in 4 days... here's how., 4 Skills You Need to Be a Full-Stack Data Scientist, How to Improve LLM Apps with Error Analysis, source_sentence: The Hugging Face Transformers Library | Example Code + Chatbot UI with Gradio
sentences: How to Improve LLMs with Tools (ft. OpenAI Agents SDK), Automating Data Pipelines with Python & GitHub Actions [Code Walkthrough], How to Evaluate (and Improve) Your LLM Apps
datasets: pkqinys/shawhin-yt-title-thumbnail-pairs
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy
model-index: name: SentenceTransformer based on pkqinys/shawhin-clip-title-thumbnail-embeddings
results: task: type: triplet
name: Triplet
dataset: name: yt title thumbnail train
type: yt-title-thumbnail-train
metrics: type: cosine_accuracy
value: 1
name: Cosine Accuracy
verified: no, task: type: triplet
name: Triplet
dataset: name: yt title thumbnail valid
type: yt-title-thumbnail-valid
metrics: type: cosine_accuracy
value: 0.9375
name: Cosine Accuracy
verified: no
Likes: 0 | All-time downloads: 34
Created: 2025-09-21 20:57:39