diff --git a/sci-ml/fastai/Manifest b/sci-ml/fastai/Manifest
new file mode 100644
index 0000000000000..ea593c0e1ee21
--- /dev/null
+++ b/sci-ml/fastai/Manifest
@@ -0,0 +1 @@
+DIST fastai-2.7.19.tar.gz 216774 BLAKE2B bdebc2a7867141437707b6141990655dc4a52ddc6858083ea61fa7cbcbd6e0f1f4ba30cff18c84000e33db5bf90531707f366ba8741340d15a6f2183566f2f4d SHA512 1f1797859aeaa823009c9b4a0530737573a9dc97b37b7f8f515af5ee805bc3e778c20781b57040f164b921e2df8ca33141b00ccd32f3d6f9cc81dd8a55910dd9
diff --git a/sci-ml/fastai/fastai-2.7.19.ebuild b/sci-ml/fastai/fastai-2.7.19.ebuild
new file mode 100644
index 0000000000000..b0025d4493309
--- /dev/null
+++ b/sci-ml/fastai/fastai-2.7.19.ebuild
@@ -0,0 +1,25 @@
+# Copyright 2025 Gentoo Authors
+# Distributed under the terms of the GNU General Public License v2
+
+EAPI=8
+PYTHON_COMPAT=( python3_{11..13} )
+DISTUTILS_USE_PEP517=setuptools
+DISTUTILS_SINGLE_IMPL=1
+inherit distutils-r1 pypi
+
+DESCRIPTION="The fastai deep learning library"
+HOMEPAGE="https://www.fast.ai/"
+
+LICENSE="Apache-2.0"
+SLOT="0"
+KEYWORDS="~amd64"
+RESTRICT="test" # No test available
+
+RDEPEND="
+	sci-ml/pytorch[${PYTHON_SINGLE_USEDEP}]
+	$(python_gen_cond_dep '
+		sci-ml/fastcore[${PYTHON_USEDEP}]
+		sci-ml/fastdownload[${PYTHON_USEDEP}]
+		sci-ml/fastprogress[${PYTHON_USEDEP}]
+	')
+"
diff --git a/sci-ml/fastai/metadata.xml b/sci-ml/fastai/metadata.xml
new file mode 100644
index 0000000000000..e90c81240a1c8
--- /dev/null
+++ b/sci-ml/fastai/metadata.xml
@@ -0,0 +1,12 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!DOCTYPE pkgmetadata SYSTEM "https://www.gentoo.org/dtd/metadata.dtd">
+<pkgmetadata>
+	<maintainer type="person">
+		<email>tupone@gentoo.org</email>
+		<name>Alfredo Tupone</name>
+	</maintainer>
+	<upstream>
+		<remote-id type="github">fastai/fastai</remote-id>
+		<remote-id type="pypi">fastai</remote-id>
+	</upstream>
+</pkgmetadata>