diff --git a/docs/conf.py b/docs/conf.py
index 98df4244ca721115c27b62f72aea8c2bf9f6613a..3cc8617895be3a96755e3d67ffc5985ae7fa21cf 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -76,7 +76,7 @@ master_doc = 'index'
 
 # General information about the project.
 project = 'MHCflurry'
-copyright = '2017, Timothy O\'Donnell'
+copyright = '2019, Timothy O\'Donnell'
 author = 'Timothy O\'Donnell'
 
 # The version info for the project you're documenting, acts as replacement for
diff --git a/docs/index.rst b/docs/index.rst
index 11190d9fe16b57c86218cd55dd9f2a81d44110e2..82e479bd80d781c0c7f30b3e24997b84b7f7cd18 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -7,8 +7,6 @@ MHCflurry documentation
    intro
    commandline_tutorial
    python_tutorial
-   models_supported_alleles
-   models
    commandline_tools
    api
 
diff --git a/docs/models.rst b/docs/models.rst
deleted file mode 100644
index f40d2a00ebee5f52cb1748af4dc9ff6ae3100707..0000000000000000000000000000000000000000
--- a/docs/models.rst
+++ /dev/null
@@ -1,25 +0,0 @@
-Details on the released predictor
-==================================
-
-The released MHCflurry predictor consists of an ensemble of 8-16 models for each
-supported allele. Each model in the ensemble was trained on a random 80% sample
-of the data for the allele, with 10% held out for early stopping and 10%
-held out for model selection. Model selection additionally made use of mass-spec
-data when available for an allele.
-
-The predictions are taken to be the geometric mean of the nM binding affinity
-predictions of the individual models. The script we run to train these models is in
-"downloads-generation/models_class1/GENERATE.sh" in the repository.
-
-
-Alleles
--------------------------------------------------------------
-
-.. include:: /_build/_alleles_info.rst
-
-
-Neural network architectures
--------------------------------------------------------------
-
-.. include:: /_build/_models_info.rst
-
diff --git a/docs/models_supported_alleles.rst b/docs/models_supported_alleles.rst
deleted file mode 100644
index 0dd3c94ed86545a3781a904cdcf3b064b8189648..0000000000000000000000000000000000000000
--- a/docs/models_supported_alleles.rst
+++ /dev/null
@@ -1,6 +0,0 @@
-.. _models_supported_alleles:
-
-Supported alleles and peptide lengths
-=====================================
-
-.. include:: /_build/_models_supported_alleles.rst
\ No newline at end of file