From 08d4a76cddbe35a4f63a12b5069dd69174b2b947 Mon Sep 17 00:00:00 2001
From: omahs <73983677+omahs@users.noreply.github.com>
Date: Tue, 20 Aug 2024 13:48:49 +0200
Subject: [PATCH 1/2] fix typos

---
 README.md | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/README.md b/README.md
index e1fb87a..6928768 100755
--- a/README.md
+++ b/README.md
@@ -102,9 +102,9 @@ models/tgc a chat model accessible with model=chat
 
 model=best is configured to figure out which model to use based on the prompt being scored based on perplexity of each model.
 
-This needs tuning for the avg and std deviation of the perplexity as each model has different ideas about how confidenti it is. Overtrained models are more confident about all text being in the dataset (tend to generate text verbatim from the dataset).
+This needs tuning for the avg and std deviation of the perplexity as each model has different ideas about how confident it is. Overtrained models are more confident about all text being in the dataset (tend to generate text verbatim from the dataset).
 
-models can be pointed to using environment variables, e.g. using models from hugginface instead for testing
+models can be pointed to using environment variables, e.g. using models from huggingface instead for testing
 ```
 WEIGHTS_PATH_TGZ=bigscience/bloomz
 WEIGHTS_PATH_TGC=decapoda-research/llama-7b-hf
@@ -246,7 +246,7 @@ cd models
 git clone https://huggingface.co/distilbert-base-uncased
 ```
 
-### maintenence 
+### maintenance 
 
 #### run a discord bot
 ```shell

From e45a9adac1a537dac7d17c593244836b348b5b8f Mon Sep 17 00:00:00 2001
From: omahs <73983677+omahs@users.noreply.github.com>
Date: Tue, 20 Aug 2024 13:49:57 +0200
Subject: [PATCH 2/2] fix typo

---
 owners.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/owners.md b/owners.md
index cab452a..24f1fb8 100644
--- a/owners.md
+++ b/owners.md
@@ -89,7 +89,7 @@ gcloud auth print-access-token   --impersonate-service-account  lee-821@question
     us.gcr.io/questions-346919/quickstart-docker-repo/quickstart-image:tag1
 gcloud auth activate-service-account leepenkman@questions-346919.iam.gserviceaccount.com --key-file=${GOOGLE_APPLICATION_CREDENTIALS}
 
-finallly actually works ===
+finally actually works ===
  gcloud builds submit -t us.gcr.io/questions-346919/prod-repo/prod-app-xla:v1 .
  gcloud builds submit -t us.gcr.io/questions-346919/prod-repo/prod-app-xla . --timeout 2h
  # doesnt work