Installation error: inconsistent name: expected 'pytorch-tools', but metadata has 'torchtools'

[darknoon]

(wuerstchen) ~/Developer/Wuerstchen (main u=) $ pip install -r requirements.txt
Collecting pytorch-tools@ git+https://github.com/pabloppp/pytorch-tools@master (from -r requirements.txt (line 4))
  Cloning https://github.com/pabloppp/pytorch-tools (to revision master) to /tmp/pip-install-bgmuvmb4/pytorch-tools_c07c3a635b684eafb1465faf6168efa1
  Running command git clone --filter=blob:none --quiet https://github.com/pabloppp/pytorch-tools /tmp/pip-install-bgmuvmb4/pytorch-tools_c07c3a635b684eafb1465faf6168efa1
  Resolved https://github.com/pabloppp/pytorch-tools to commit 610158d5016d6418aee27f956e7afd17ff35ba04
  Preparing metadata (setup.py) ... done
  WARNING: Generating metadata for package pytorch-tools produced metadata for project name torchtools. Fix your #egg=pytorch-tools fragments.
Discarding git+https://github.com/pabloppp/pytorch-tools@master: Requested torchtools from git+https://github.com/pabloppp/pytorch-tools@master (from -r requirements.txt (line 4)) has inconsistent name: expected 'pytorch-tools', but metadata has 'torchtools'
Collecting webdataset (from -r requirements.txt (line 1))
  Downloading webdataset-0.2.48-py3-none-any.whl (51 kB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 51.9/51.9 kB 7.4 MB/s eta 0:00:00
Collecting transformers (from -r requirements.txt (line 2))
  Downloading transformers-4.30.2-py3-none-any.whl (7.2 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 7.2/7.2 MB 49.9 MB/s eta 0:00:00
Collecting warmup_scheduler (from -r requirements.txt (line 3))
  Downloading warmup_scheduler-0.3.tar.gz (2.1 kB)
  Preparing metadata (setup.py) ... done
ERROR: Could not find a version that satisfies the requirement pytorch-tools (unavailable) (from versions: 0.1.4, 0.1.5, 0.1.7, 0.1.8, 0.1.9)
ERROR: No matching distribution found for pytorch-tools (unavailable)

I was able to get it running with the following change:

(wuerstchen) ~/Developer/Wuerstchen (main * u=) $ git diff requirements.txt
diff --git a/requirements.txt b/requirements.txt
index fb0ee12..b86346a 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,4 +1,4 @@
 webdataset
 transformers
 warmup_scheduler
-pytorch-tools @ git+https://github.com/pabloppp/pytorch-tools@master
+torchtools @ git+https://github.com/pabloppp/pytorch-tools@master

[pabloppp]

@dome272 we could even get rid of this dependency since you have a local copy of the Diffuzz class and we can do the same for the VectorQuantize for the vqGAN 🤔 so that would be one less thing to worry about