Feature Extraction
Transformers
Safetensors
sentence-transformers
English
llama
text-embeddings
llm2vec
medical
chest-xray
radiology
clinical-nlp
custom_code
text-embeddings-inference
Instructions to use lukeingawesome/llm2vec4cxr with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use lukeingawesome/llm2vec4cxr with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("feature-extraction", model="lukeingawesome/llm2vec4cxr", trust_remote_code=True)# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("lukeingawesome/llm2vec4cxr", trust_remote_code=True) model = AutoModel.from_pretrained("lukeingawesome/llm2vec4cxr", trust_remote_code=True) - sentence-transformers
How to use lukeingawesome/llm2vec4cxr with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("lukeingawesome/llm2vec4cxr", trust_remote_code=True) sentences = [ "The weather is lovely today.", "It's so sunny outside!", "He drove to the stadium." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [3, 3] - Notebooks
- Google Colab
- Kaggle
Adding `safetensors` variant of this model
#1
by SFconvertbot - opened
This is an automated PR created with https://huggingface.co/spaces/safetensors/convert
This new file is equivalent to pytorch_model.bin but safe in the sense that
no arbitrary code can be put into it.
These files also happen to load much faster than their pytorch counterpart:
https://colab.research.google.com/github/huggingface/notebooks/blob/main/safetensors_doc/en/speed.ipynb
The widgets on your model page will run using this model even if this is not merged
making sure the file actually works.
If you find any issues: please report here: https://huggingface.co/spaces/safetensors/convert/discussions
Feel free to ignore this PR.
lukeingawesome changed pull request status to closed