From 1510e04c6ca5b941a82e4d7268916897d93fa30a Mon Sep 17 00:00:00 2001 From: WanderingPenwing Date: Thu, 26 Sep 2024 10:46:15 +0200 Subject: [PATCH] scibert works --- .gitignore | 2 + Pipfile | 13 + Pipfile.lock | 876 +++++++++++++++++++++++++++++++++++++++++++++++++++ main.py | 19 ++ shell.nix | 14 + 5 files changed, 924 insertions(+) create mode 100644 .gitignore create mode 100644 Pipfile create mode 100644 Pipfile.lock create mode 100644 main.py create mode 100644 shell.nix diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..12ab8d8 --- /dev/null +++ b/.gitignore @@ -0,0 +1,2 @@ +/target +/models diff --git a/Pipfile b/Pipfile new file mode 100644 index 0000000..87d345c --- /dev/null +++ b/Pipfile @@ -0,0 +1,13 @@ +[[source]] +url = "https://pypi.org/simple" +verify_ssl = true +name = "pypi" + +[packages] +transformers = "*" +torch = "*" + +[dev-packages] + +[requires] +python_version = "3.11" diff --git a/Pipfile.lock b/Pipfile.lock new file mode 100644 index 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# Disable gradient calculation since we are only doing inference + outputs = model(**inputs) + +# Output model's hidden states (for the last layer) +print(outputs.last_hidden_state) diff --git a/shell.nix b/shell.nix new file mode 100644 index 0000000..e6d76fe --- /dev/null +++ b/shell.nix @@ -0,0 +1,14 @@ +{ pkgs ? import { overlays = [ (import (builtins.fetchTarball https://github.com/mozilla/nixpkgs-mozilla/archive/master.tar.gz)) ]; },}: +with pkgs; + +mkShell { + buildInputs = [ + pipenv + python3 + stdenv.cc.cc.lib + ]; + + shellHook = '' + export LD_LIBRARY_PATH="${pkgs.stdenv.cc.cc.lib}/lib"; + ''; +}