Sentence Similarity
sentence-transformers
PyTorch
Safetensors
mpnet
feature-extraction
text-embeddings-inference
Instructions to use NASA-AIML/MIKA_Custom_IR with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use NASA-AIML/MIKA_Custom_IR with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("NASA-AIML/MIKA_Custom_IR") sentences = [ "what components are vulnerable to fatigue crack?", "One of the first-stage compressor blades had fractued due to fatigue cracking.", "Witnesses and the fire department personnel noted fuel leaking due to a cracked fuel line.", "During periods of low visibility and night conditions, the supporting sensors sometimes conflict." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4] - Notebooks
- Google Colab
- Kaggle
Commit History
-
Adding ONNX file of this model
Verified signatureBeep boop I am the [ONNX export bot 🤖🏎️](https://huggingface.co/spaces/onnx/export). On behalf of [mrm8848](https://huggingface.co/mrm8848), I would like to add to this repository the model converted to ONNX. What is ONNX? It stands for "Open Neural Network Exchange", and is the most commonly used open standard for machine learning interoperability. You can find out more at [onnx.ai](https://onnx.ai/)! The exported ONNX model can be then be consumed by various backends as TensorRT or TVM, or simply be used in a few lines with 🤗 Optimum through ONNX Runtime, check out how [here](https://huggingface.co/docs/optimum/main/en/onnxruntime/usage_guides/models)!77487ff
-
Adding `safetensors` variant of this model (#1)
Verified signature- Adding `safetensors` variant of this model (ea639a06e0738b4ee2f874d0a36cdac6ba70427c) Co-authored-by: Safetensors convertbot <SFconvertbot@users.noreply.huggingface.co>3193ba0
-
Update README.md
83fd946 -
Update README.md
ffe1ed9 -
Upload LISCENSE.txt
2a43df9
-
fixed example
bf0db12 -
edited example
99dbdda -
added liscensing info
4edaf37 -
added pooling
bb03bf1 -
updated read me
3ec547b -
uploaded model files
498f016 -
initial commit
00ad9ea