Sentence Similarity
sentence-transformers
Safetensors
English
nomic_bert
feature-extraction
formbench
patent-retrieval
chemistry
formulations
materials-science
custom_code
text-embeddings-inference
Instructions to use Formbench-anon/nomic-formbench-mnrl with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use Formbench-anon/nomic-formbench-mnrl with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("Formbench-anon/nomic-formbench-mnrl", trust_remote_code=True) sentences = [ "That is a happy person", "That is a happy dog", "That is a very happy person", "Today is a sunny day" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4] - Notebooks
- Google Colab
- Kaggle
| { | |
| "c1": { | |
| "status": "completed", | |
| "queued_by_job": "4371243", | |
| "started_at": "2026-04-10T20:56:30.947301", | |
| "phase1_job": "4371243", | |
| "phase1_completed_at": "2026-04-10T21:03:15.411292", | |
| "completed_at": "2026-04-11T03:44:05.632818", | |
| "metrics_path": "/lustre/orion/mat721/proj-shared/formbench_ner/experiments/results/nomic_tapt_mnrl_best/c1/metrics.json" | |
| }, | |
| "c0": { | |
| "status": "completed", | |
| "queued_by_job": "4379499", | |
| "started_at": "2026-04-12T08:17:28.640808", | |
| "phase1_job": "4379499", | |
| "phase1_completed_at": "2026-04-12T08:22:29.644197", | |
| "completed_at": "2026-04-12T13:13:37.047105", | |
| "metrics_path": "/lustre/orion/mat721/proj-shared/formbench_ner/experiments/results/nomic_tapt_mnrl_best/c0/metrics.json" | |
| } | |
| } |