Instructions to use InriaValda/scibert_base_ft with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use InriaValda/scibert_base_ft with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="InriaValda/scibert_base_ft")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("InriaValda/scibert_base_ft") model = AutoModelForSequenceClassification.from_pretrained("InriaValda/scibert_base_ft", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| pipeline_tag: text-classification | |
| widget: | |
| - text: "Dijkstra's algorithm is an algorithm for finding the paths between nodes in a weighted graph" | |
| example_title: "Djikstra" | |
| - text: "Proposition 1. The sum of the differential weight d on the Dowker complex D(X, Y, R) is the number of elements of Y ." | |
| example_title: "Proposition" | |
| - text: "Proof. This follows from showing that t is order-reversing in the following way: if σ ⊆ τ, then t(σ) ≥ t(τ)." | |
| example_title: "Proof 1" | |
| - text: "Theorem 1. Given the Dowker complex D(X, Y, R) and differential weight d, one can reconstruct R up to a bijection on Y ." | |
| example_title: "Theorem" | |
| - text: "The Dowker complex D(X,Y,R) is a functor between an appropriately con- structed category of relations and the category of abstract simplicial complexes. We prove this fact in Theorem 3 along with a few other observations." | |
| example_title: "Basic" | |
| - text: "Lemma 1. Let f : X → Y be a simplicial map. For every pair of simplices σ, τ of X satisfying σ ⊆ τ, their images in Y satisfy f(σ) ⊆ f(τ)." | |
| example_title: "Theorem" | |
| - text: "Since f is a simplicial map, then f(σ) is a simplex of Y and so is f(τ). If σ ⊆ τ, then every vertex v of σ is also a vertex of τ. By the definition of simplicial maps, f(v) is a vertex of both f(σ) and f(τ). Conversely, every vertex of f(σ) is the image of some vertex w of σ. □" | |
| example_title: "Proof without keyword" | |
| - text: "The Dowker complex defined in Definition 2 is a covariant functor D : Rel → Asc." | |
| example_title: "th without keyword" | |