From b622eef3ed49917a9417dcb4935c08dcbbcbdbe6 Mon Sep 17 00:00:00 2001
From: Jonathan Irwin <jonoirwinrsa@gmail.com>
Date: Fri, 1 May 2026 18:38:07 -0400
Subject: [PATCH] chore: remove provider and region from example configs

Apps now distribute to all clusters by default; provider is being
removed from the public surface entirely. Strip both keys from all
cerebrium.toml files (and one inline TOML snippet in a README) so the
examples reflect the new defaults.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
 1-getting-started/1-first-cortex-deployment/cerebrium.toml      | 2 --
 1-getting-started/2-using-cerebrium-secrets/cerebrium.toml      | 2 --
 1-getting-started/3-cpu-only/cerebrium.toml                     | 2 --
 11-python-apps/3-asgi-graceful-shutdown/cerebrium.toml          | 2 --
 14-embeddings/1-high-throughput/cerebrium.toml                  | 1 -
 2-advanced-concepts/1-faster-inference-with-vllm/cerebrium.toml | 2 --
 2-advanced-concepts/2-inferentia/plain/cerebrium.toml           | 2 --
 2-advanced-concepts/2-inferentia/vllm/cerebrium.toml            | 2 --
 .../3-loading-model-weights-faster/cerebrium.toml               | 2 --
 2-advanced-concepts/4-multi-gpu-inference/cerebrium.toml        | 2 --
 2-advanced-concepts/5-dockerfile/cerebrium.toml                 | 2 --
 3-endpoints/1-websockets/cerebrium.toml                         | 2 --
 3-endpoints/2-simple-streaming/cerebrium.toml                   | 2 --
 4-integrations/1-langchain-QA/cerebrium.toml                    | 2 --
 4-integrations/2-tool-calling-langsmith/cerebrium.toml          | 2 --
 5-large-language-models/2-streaming-endpoint/cerebrium.toml     | 2 --
 5-large-language-models/3-winston/cerebrium.toml                | 2 --
 5-large-language-models/5-inferentia-tranium/cerebrium.toml     | 2 --
 .../8-faster-inference-with-triton-tensorrt/cerebrium.toml      | 2 --
 6-voice/1-whisper-transcription/cerebrium.toml                  | 2 --
 6-voice/12-realtime-livekit/deepgram/cerebrium.toml             | 1 -
 6-voice/15-paypal-mcp-agent/pipecat_agent/cerebrium.toml        | 2 --
 6-voice/17-orpheus/orpheus-fastapi/README_CEREBRIUM.md          | 2 --
 6-voice/17-orpheus/orpheus-fastapi/cerebrium.toml               | 2 --
 6-voice/17-orpheus/orpheus-server/cerebrium.toml                | 2 --
 6-voice/17.1-orpheus-simple/cerebrium.toml                      | 1 -
 6-voice/18-chatterbox-tts/cerebrium.toml                        | 1 -
 6-voice/2-realtime-voice-agent/deepgram/cerebrium.toml          | 1 -
 6-voice/2-realtime-voice-agent/pipecat-agent/cerebrium.toml     | 2 --
 6-voice/3-voice-rag-agent/cerebrium.toml                        | 2 --
 6-voice/4-twilio-voice-agent/cerebrium.toml                     | 2 --
 6-voice/6-openai-realtime-api-comparison/cerebrium.toml         | 2 --
 6-voice/8-multilingual-agent/cerebrium.toml                     | 2 --
 7-image-and-video/2-logo-controlnet/cerebrium.toml              | 2 --
 7-image-and-video/3-sdxl-refiner/cerebrium.toml                 | 2 --
 7-image-and-video/4-sdxl-lightning/cerebrium.toml               | 2 --
 7-image-and-video/5-fast-stable-diffusion/cerebrium.toml        | 2 --
 7-image-and-video/6-regular-stable-diffusion/cerebrium.toml     | 2 --
 7-image-and-video/7-faster-image-generation/cerebrium.toml      | 2 --
 8-application-demos/1-sales-trainer/cerebrium.toml              | 2 --
 8-migrations/1-cog-migration-sdxl/cerebrium.toml                | 2 --
 41 files changed, 77 deletions(-)

diff --git a/1-getting-started/1-first-cortex-deployment/cerebrium.toml b/1-getting-started/1-first-cortex-deployment/cerebrium.toml
index 5980f67c..f7a968b3 100644
--- a/1-getting-started/1-first-cortex-deployment/cerebrium.toml
+++ b/1-getting-started/1-first-cortex-deployment/cerebrium.toml
@@ -10,8 +10,6 @@ cpu = 2
 memory = 8.0
 compute = "AMPERE_A10"
 gpu_count = 1
-provider = "aws"
-region = "us-east-1"
 
 [cerebrium.scaling]
 min_replicas = 0
diff --git a/1-getting-started/2-using-cerebrium-secrets/cerebrium.toml b/1-getting-started/2-using-cerebrium-secrets/cerebrium.toml
index 1b1c68f3..c1fd0ad5 100644
--- a/1-getting-started/2-using-cerebrium-secrets/cerebrium.toml
+++ b/1-getting-started/2-using-cerebrium-secrets/cerebrium.toml
@@ -11,8 +11,6 @@ cpu = 3
 memory = 14.0
 compute = "AMPERE_A10"
 gpu_count = 1
-provider = "aws"
-region = "us-east-1"
 
 [cerebrium.scaling]
 min_replicas = 0
diff --git a/1-getting-started/3-cpu-only/cerebrium.toml b/1-getting-started/3-cpu-only/cerebrium.toml
index 1f4d009a..bfd73d73 100644
--- a/1-getting-started/3-cpu-only/cerebrium.toml
+++ b/1-getting-started/3-cpu-only/cerebrium.toml
@@ -10,8 +10,6 @@ cpu = 2
 memory = 8.0
 compute = "CPU"
 gpu_count = 0
-provider = "aws"
-region = "us-east-1"
 
 [cerebrium.scaling]
 min_replicas = 0
diff --git a/11-python-apps/3-asgi-graceful-shutdown/cerebrium.toml b/11-python-apps/3-asgi-graceful-shutdown/cerebrium.toml
index 6534be85..7b505743 100644
--- a/11-python-apps/3-asgi-graceful-shutdown/cerebrium.toml
+++ b/11-python-apps/3-asgi-graceful-shutdown/cerebrium.toml
@@ -8,8 +8,6 @@ cpu = 1
 memory = 1.0
 compute = "CPU"
 gpu_count = 0
-provider = "aws"
-region = "us-east-1"
 
 [cerebrium.scaling]
 min_replicas = 0
diff --git a/14-embeddings/1-high-throughput/cerebrium.toml b/14-embeddings/1-high-throughput/cerebrium.toml
index b8425721..9b67ae3c 100644
--- a/14-embeddings/1-high-throughput/cerebrium.toml
+++ b/14-embeddings/1-high-throughput/cerebrium.toml
@@ -10,7 +10,6 @@ exclude = ['.*']
 cpu = 6.0
 memory = 12.0
 compute = "AMPERE_A10"
-region = "us-east-1"
 
 [cerebrium.scaling]
 min_replicas = 0
diff --git a/2-advanced-concepts/1-faster-inference-with-vllm/cerebrium.toml b/2-advanced-concepts/1-faster-inference-with-vllm/cerebrium.toml
index 59c5586d..125716dd 100644
--- a/2-advanced-concepts/1-faster-inference-with-vllm/cerebrium.toml
+++ b/2-advanced-concepts/1-faster-inference-with-vllm/cerebrium.toml
@@ -13,8 +13,6 @@ cpu = 8
 memory = 20.0
 compute = "AMPERE_A10"
 gpu_count = 1
-provider = "aws"
-region = "us-east-1"
 
 [cerebrium.scaling]
 min_replicas = 0
diff --git a/2-advanced-concepts/2-inferentia/plain/cerebrium.toml b/2-advanced-concepts/2-inferentia/plain/cerebrium.toml
index f84b9e3c..e9a93cdf 100644
--- a/2-advanced-concepts/2-inferentia/plain/cerebrium.toml
+++ b/2-advanced-concepts/2-inferentia/plain/cerebrium.toml
@@ -14,8 +14,6 @@ shell_commands = [
 ]
 
 [cerebrium.hardware]
-region = "us-east-1"
-provider = "aws"
 compute = "INF2"
 cpu = 6
 memory = 120.0
diff --git a/2-advanced-concepts/2-inferentia/vllm/cerebrium.toml b/2-advanced-concepts/2-inferentia/vllm/cerebrium.toml
index ca8e5a0c..6cea369b 100644
--- a/2-advanced-concepts/2-inferentia/vllm/cerebrium.toml
+++ b/2-advanced-concepts/2-inferentia/vllm/cerebrium.toml
@@ -18,8 +18,6 @@ shell_commands = [
 ]
 
 [cerebrium.hardware]
-region = "us-east-1"
-provider = "aws"
 compute = "INF2"
 cpu = 6
 memory = 60.0
diff --git a/2-advanced-concepts/3-loading-model-weights-faster/cerebrium.toml b/2-advanced-concepts/3-loading-model-weights-faster/cerebrium.toml
index 62c9ad93..4560adab 100644
--- a/2-advanced-concepts/3-loading-model-weights-faster/cerebrium.toml
+++ b/2-advanced-concepts/3-loading-model-weights-faster/cerebrium.toml
@@ -11,8 +11,6 @@ cpu = 4
 memory = 30.0
 compute = "AMPERE_A10"
 gpu_count = 1
-provider = "aws"
-region = "us-east-1"
 
 [cerebrium.scaling]
 min_replicas = 0
diff --git a/2-advanced-concepts/4-multi-gpu-inference/cerebrium.toml b/2-advanced-concepts/4-multi-gpu-inference/cerebrium.toml
index b32f23c8..5ff9ba76 100644
--- a/2-advanced-concepts/4-multi-gpu-inference/cerebrium.toml
+++ b/2-advanced-concepts/4-multi-gpu-inference/cerebrium.toml
@@ -10,8 +10,6 @@ cpu = 4
 memory = 30.0
 compute = "AMPERE_A10"
 gpu_count = 4
-provider = "aws"
-region = "us-east-1"
 
 [cerebrium.scaling]
 min_replicas = 0
diff --git a/2-advanced-concepts/5-dockerfile/cerebrium.toml b/2-advanced-concepts/5-dockerfile/cerebrium.toml
index eaff1d91..9c280359 100644
--- a/2-advanced-concepts/5-dockerfile/cerebrium.toml
+++ b/2-advanced-concepts/5-dockerfile/cerebrium.toml
@@ -10,8 +10,6 @@ cpu = 1
 memory = 1.0
 compute = "CPU"
 gpu_count = 0
-provider = "aws"
-region = "us-east-1"
 
 [cerebrium.runtime.custom]
 port = 8192
diff --git a/3-endpoints/1-websockets/cerebrium.toml b/3-endpoints/1-websockets/cerebrium.toml
index cb3e5009..cdcdc395 100644
--- a/3-endpoints/1-websockets/cerebrium.toml
+++ b/3-endpoints/1-websockets/cerebrium.toml
@@ -15,8 +15,6 @@ cpu = 2
 memory = 8.0
 compute = "CPU"
 gpu_count = 1
-provider = "aws"
-region = "us-east-1"
 
 [cerebrium.scaling]
 min_replicas = 0
diff --git a/3-endpoints/2-simple-streaming/cerebrium.toml b/3-endpoints/2-simple-streaming/cerebrium.toml
index 0e5763f8..1fe1f5d0 100644
--- a/3-endpoints/2-simple-streaming/cerebrium.toml
+++ b/3-endpoints/2-simple-streaming/cerebrium.toml
@@ -10,8 +10,6 @@ cpu = 2
 memory = 2.0
 compute = "CPU"
 gpu_count = 1
-provider = "aws"
-region = "us-east-1"
 
 [cerebrium.scaling]
 min_replicas = 0
diff --git a/4-integrations/1-langchain-QA/cerebrium.toml b/4-integrations/1-langchain-QA/cerebrium.toml
index bebc796d..9ec241a0 100644
--- a/4-integrations/1-langchain-QA/cerebrium.toml
+++ b/4-integrations/1-langchain-QA/cerebrium.toml
@@ -10,8 +10,6 @@ cpu = 4
 memory = 14.0
 compute = "AMPERE_A10"
 gpu_count = 1
-provider = "aws"
-region = "us-east-1"
 
 [cerebrium.scaling]
 min_replicas = 0
diff --git a/4-integrations/2-tool-calling-langsmith/cerebrium.toml b/4-integrations/2-tool-calling-langsmith/cerebrium.toml
index b1b96f78..f0daef2e 100644
--- a/4-integrations/2-tool-calling-langsmith/cerebrium.toml
+++ b/4-integrations/2-tool-calling-langsmith/cerebrium.toml
@@ -9,8 +9,6 @@ include = ["./*", "main.py", "cal.py", "cerebrium.toml"]
 exclude = ["./example_exclude", "langchain/"]
 
 [cerebrium.hardware]
-region = "us-east-1"
-provider = "aws"
 compute = "AMPERE_A10"
 cpu = 3
 memory = 12.0
diff --git a/5-large-language-models/2-streaming-endpoint/cerebrium.toml b/5-large-language-models/2-streaming-endpoint/cerebrium.toml
index c48ae612..a73f41fe 100644
--- a/5-large-language-models/2-streaming-endpoint/cerebrium.toml
+++ b/5-large-language-models/2-streaming-endpoint/cerebrium.toml
@@ -11,8 +11,6 @@ cpu = 4
 memory = 14.0
 compute = "AMPERE_A10"
 gpu_count = 1
-provider = "aws"
-region = "us-east-1"
 
 [cerebrium.scaling]
 min_replicas = 0
diff --git a/5-large-language-models/3-winston/cerebrium.toml b/5-large-language-models/3-winston/cerebrium.toml
index 9d985a91..34c80a38 100644
--- a/5-large-language-models/3-winston/cerebrium.toml
+++ b/5-large-language-models/3-winston/cerebrium.toml
@@ -11,8 +11,6 @@ cpu = 4
 memory = 90.0
 compute = "AMPERE_A10"
 gpu_count = 1
-provider = "aws"
-region = "us-east-1"
 
 [cerebrium.scaling]
 min_replicas = 0
diff --git a/5-large-language-models/5-inferentia-tranium/cerebrium.toml b/5-large-language-models/5-inferentia-tranium/cerebrium.toml
index 2390cb2e..77e6f59f 100644
--- a/5-large-language-models/5-inferentia-tranium/cerebrium.toml
+++ b/5-large-language-models/5-inferentia-tranium/cerebrium.toml
@@ -11,8 +11,6 @@ pre_build_commands = [
 ]
 
 [cerebrium.hardware]
-region = "us-east-1"
-provider = "aws"
 compute = "TRN1"
 cpu = 42
 memory = 330.0
diff --git a/5-large-language-models/8-faster-inference-with-triton-tensorrt/cerebrium.toml b/5-large-language-models/8-faster-inference-with-triton-tensorrt/cerebrium.toml
index 58155a8e..1aabb6c3 100644
--- a/5-large-language-models/8-faster-inference-with-triton-tensorrt/cerebrium.toml
+++ b/5-large-language-models/8-faster-inference-with-triton-tensorrt/cerebrium.toml
@@ -11,8 +11,6 @@ cpu = 4.0
 memory = 40.0
 compute = "AMPERE_A10"
 gpu_count = 1
-provider = "aws"
-region = "us-east-1"
 
 [cerebrium.scaling]
 min_replicas = 1        
diff --git a/6-voice/1-whisper-transcription/cerebrium.toml b/6-voice/1-whisper-transcription/cerebrium.toml
index b7c26654..748a1c85 100644
--- a/6-voice/1-whisper-transcription/cerebrium.toml
+++ b/6-voice/1-whisper-transcription/cerebrium.toml
@@ -10,8 +10,6 @@ cpu = 4
 memory = 14.0
 compute = "AMPERE_A10"
 gpu_count = 1
-provider = "aws"
-region = "us-east-1"
 
 [cerebrium.scaling]
 min_replicas = 0
diff --git a/6-voice/12-realtime-livekit/deepgram/cerebrium.toml b/6-voice/12-realtime-livekit/deepgram/cerebrium.toml
index ec78adec..b5c13215 100644
--- a/6-voice/12-realtime-livekit/deepgram/cerebrium.toml
+++ b/6-voice/12-realtime-livekit/deepgram/cerebrium.toml
@@ -6,7 +6,6 @@ disable_auth = true
 
 [cerebrium.hardware]
 cpu = 4
-region = "us-east-1"
 memory = 32
 compute = "AMPERE_A10"
 gpu_count = 1
diff --git a/6-voice/15-paypal-mcp-agent/pipecat_agent/cerebrium.toml b/6-voice/15-paypal-mcp-agent/pipecat_agent/cerebrium.toml
index 358e7d83..5b4b4929 100644
--- a/6-voice/15-paypal-mcp-agent/pipecat_agent/cerebrium.toml
+++ b/6-voice/15-paypal-mcp-agent/pipecat_agent/cerebrium.toml
@@ -9,8 +9,6 @@ include = ["./*", "main.py", "cerebrium.toml"]
 exclude = ["./example_exclude"]
 
 [cerebrium.hardware]
-region = "us-east-1"
-provider = "aws"
 compute = "CPU"
 cpu = 6
 memory = 14.0
diff --git a/6-voice/17-orpheus/orpheus-fastapi/README_CEREBRIUM.md b/6-voice/17-orpheus/orpheus-fastapi/README_CEREBRIUM.md
index b2c89b0f..b3db3e58 100644
--- a/6-voice/17-orpheus/orpheus-fastapi/README_CEREBRIUM.md
+++ b/6-voice/17-orpheus/orpheus-fastapi/README_CEREBRIUM.md
@@ -16,8 +16,6 @@ exclude = ['.*']
 cpu = 4.0
 memory = 8.0
 compute = "CPU"
-provider = "aws"
-region = "us-east-1"
 
 [cerebrium.scaling]
 min_replicas = 0
diff --git a/6-voice/17-orpheus/orpheus-fastapi/cerebrium.toml b/6-voice/17-orpheus/orpheus-fastapi/cerebrium.toml
index 032457de..5cdd2cfd 100644
--- a/6-voice/17-orpheus/orpheus-fastapi/cerebrium.toml
+++ b/6-voice/17-orpheus/orpheus-fastapi/cerebrium.toml
@@ -10,8 +10,6 @@ exclude = ['.*']
 cpu = 4.0
 memory = 6.0
 compute = "CPU"
-provider = "aws"
-region = "us-east-1"
 
 [cerebrium.scaling]
 min_replicas = 0
diff --git a/6-voice/17-orpheus/orpheus-server/cerebrium.toml b/6-voice/17-orpheus/orpheus-server/cerebrium.toml
index 13167719..a3866eea 100644
--- a/6-voice/17-orpheus/orpheus-server/cerebrium.toml
+++ b/6-voice/17-orpheus/orpheus-server/cerebrium.toml
@@ -10,8 +10,6 @@ exclude = ['.*']
 cpu = 6.0
 memory = 12.0
 compute = "ADA_L40"
-provider = "aws"
-region = "us-east-1"
 
 [cerebrium.scaling]
 min_replicas = 1
diff --git a/6-voice/17.1-orpheus-simple/cerebrium.toml b/6-voice/17.1-orpheus-simple/cerebrium.toml
index 6b0809f7..56d1b8ce 100644
--- a/6-voice/17.1-orpheus-simple/cerebrium.toml
+++ b/6-voice/17.1-orpheus-simple/cerebrium.toml
@@ -11,7 +11,6 @@ pre_build_commands = ["apt update && apt install -y git", "git clone https://git
 cpu = 12.0
 memory = 12.0
 compute = "HOPPER_H100"
-provider = "crusoe"
 
 [cerebrium.scaling]
 min_replicas = 1
diff --git a/6-voice/18-chatterbox-tts/cerebrium.toml b/6-voice/18-chatterbox-tts/cerebrium.toml
index 8d113283..3639c6ea 100644
--- a/6-voice/18-chatterbox-tts/cerebrium.toml
+++ b/6-voice/18-chatterbox-tts/cerebrium.toml
@@ -10,7 +10,6 @@ exclude = ['.*']
 cpu = 4.0
 memory = 12.0
 compute = "AMPERE_A10"
-region = "us-east-1"
 
 [cerebrium.scaling]
 min_replicas = 0
diff --git a/6-voice/2-realtime-voice-agent/deepgram/cerebrium.toml b/6-voice/2-realtime-voice-agent/deepgram/cerebrium.toml
index ec78adec..b5c13215 100644
--- a/6-voice/2-realtime-voice-agent/deepgram/cerebrium.toml
+++ b/6-voice/2-realtime-voice-agent/deepgram/cerebrium.toml
@@ -6,7 +6,6 @@ disable_auth = true
 
 [cerebrium.hardware]
 cpu = 4
-region = "us-east-1"
 memory = 32
 compute = "AMPERE_A10"
 gpu_count = 1
diff --git a/6-voice/2-realtime-voice-agent/pipecat-agent/cerebrium.toml b/6-voice/2-realtime-voice-agent/pipecat-agent/cerebrium.toml
index c09d4cbe..f8ceb8a6 100644
--- a/6-voice/2-realtime-voice-agent/pipecat-agent/cerebrium.toml
+++ b/6-voice/2-realtime-voice-agent/pipecat-agent/cerebrium.toml
@@ -9,8 +9,6 @@ include = ["./*", "main.py", "cerebrium.toml"]
 exclude = ["./example_exclude"]
 
 [cerebrium.hardware]
-region = "us-east-1"
-provider = "aws"
 compute = "CPU"
 cpu = 6
 memory = 18.0
diff --git a/6-voice/3-voice-rag-agent/cerebrium.toml b/6-voice/3-voice-rag-agent/cerebrium.toml
index f508ea0c..f616bd61 100644
--- a/6-voice/3-voice-rag-agent/cerebrium.toml
+++ b/6-voice/3-voice-rag-agent/cerebrium.toml
@@ -12,8 +12,6 @@ cpu = 3
 memory = 14.0
 compute = "AMPERE_A10"
 gpu_count = 1
-provider = "aws"
-region = "us-east-1"
 
 [cerebrium.scaling]
 min_replicas = 0
diff --git a/6-voice/4-twilio-voice-agent/cerebrium.toml b/6-voice/4-twilio-voice-agent/cerebrium.toml
index c8bec45a..a9bb1351 100644
--- a/6-voice/4-twilio-voice-agent/cerebrium.toml
+++ b/6-voice/4-twilio-voice-agent/cerebrium.toml
@@ -6,8 +6,6 @@ exclude = ["./example_exclude"]
 disable_auth = true
 
 [cerebrium.hardware]
-region = "us-east-1"
-provider = "aws"
 compute = "CPU"
 cpu = 10
 memory = 8.0
diff --git a/6-voice/6-openai-realtime-api-comparison/cerebrium.toml b/6-voice/6-openai-realtime-api-comparison/cerebrium.toml
index 91d53e79..aaa14b65 100644
--- a/6-voice/6-openai-realtime-api-comparison/cerebrium.toml
+++ b/6-voice/6-openai-realtime-api-comparison/cerebrium.toml
@@ -7,8 +7,6 @@ exclude = ["./example_exclude"]
 shell_commands = ["pip install git+https://github.com/pipecat-ai/pipecat.git@khk/openai-realtime-beta#egg=pipecat-ai[silero,daily,openai,deepgram]"]
 
 [cerebrium.hardware]
-region = "us-east-1"
-provider = "aws"
 compute = "CPU"
 cpu = 2
 memory = 12.0
diff --git a/6-voice/8-multilingual-agent/cerebrium.toml b/6-voice/8-multilingual-agent/cerebrium.toml
index fc6793e0..9219727d 100644
--- a/6-voice/8-multilingual-agent/cerebrium.toml
+++ b/6-voice/8-multilingual-agent/cerebrium.toml
@@ -6,8 +6,6 @@ exclude = ["./example_exclude"]
 disable_auth = true
 
 [cerebrium.hardware]
-region = "us-east-1"
-provider = "aws"
 compute = "AMPERE_A10"
 cpu = 2
 memory = 10.0
diff --git a/7-image-and-video/2-logo-controlnet/cerebrium.toml b/7-image-and-video/2-logo-controlnet/cerebrium.toml
index 06c001e1..6151c1c2 100644
--- a/7-image-and-video/2-logo-controlnet/cerebrium.toml
+++ b/7-image-and-video/2-logo-controlnet/cerebrium.toml
@@ -10,8 +10,6 @@ cpu = 4
 memory = 14.0
 compute = "AMPERE_A10"
 gpu_count = 1
-provider = "aws"
-region = "us-east-1"
 
 [cerebrium.scaling]
 min_replicas = 0
diff --git a/7-image-and-video/3-sdxl-refiner/cerebrium.toml b/7-image-and-video/3-sdxl-refiner/cerebrium.toml
index 9f882f14..8f51a1be 100644
--- a/7-image-and-video/3-sdxl-refiner/cerebrium.toml
+++ b/7-image-and-video/3-sdxl-refiner/cerebrium.toml
@@ -10,8 +10,6 @@ exclude = ["./example_exclude"]
 docker_base_image_url = "debian:bookworm-slim"
 
 [cerebrium.hardware]
-region = "us-east-1"
-provider = "aws"
 compute = "AMPERE_A10"
 cpu = 2
 memory = 11.0
diff --git a/7-image-and-video/4-sdxl-lightning/cerebrium.toml b/7-image-and-video/4-sdxl-lightning/cerebrium.toml
index e5939692..dc1c962b 100644
--- a/7-image-and-video/4-sdxl-lightning/cerebrium.toml
+++ b/7-image-and-video/4-sdxl-lightning/cerebrium.toml
@@ -9,8 +9,6 @@ exclude = ["./example_exclude"]
 docker_base_image_url = "nvidia/cuda:12.1.1-cudnn8-runtime-ubuntu22.04"
 
 [cerebrium.hardware]
-region = "us-east-1"
-provider = "aws"
 compute = "AMPERE_A10"
 cpu = 2
 memory = 12.0
diff --git a/7-image-and-video/5-fast-stable-diffusion/cerebrium.toml b/7-image-and-video/5-fast-stable-diffusion/cerebrium.toml
index 05b7f210..d4548dda 100644
--- a/7-image-and-video/5-fast-stable-diffusion/cerebrium.toml
+++ b/7-image-and-video/5-fast-stable-diffusion/cerebrium.toml
@@ -10,8 +10,6 @@ docker_base_image_url = "nvidia/cuda:12.1.1-runtime-ubuntu22.04"
 shell_commands = ["export HF_HOME=/cortex/.cache/huggingface", "python3 -c \"import torch; from diffusers import StableDiffusionPipeline; StableDiffusionPipeline.from_pretrained('stabilityai/stable-diffusion-2-1', torch_dtype=torch.float16)\""]
 
 [cerebrium.hardware]
-region = "us-east-1"
-provider = "aws"
 compute = "AMPERE_A10"
 cpu = 2
 memory = 16.0
diff --git a/7-image-and-video/6-regular-stable-diffusion/cerebrium.toml b/7-image-and-video/6-regular-stable-diffusion/cerebrium.toml
index 27a10b7e..f0aa0d65 100644
--- a/7-image-and-video/6-regular-stable-diffusion/cerebrium.toml
+++ b/7-image-and-video/6-regular-stable-diffusion/cerebrium.toml
@@ -9,8 +9,6 @@ exclude = ["./example_exclude"]
 docker_base_image_url = "nvidia/cuda:12.1.1-runtime-ubuntu22.04"
 
 [cerebrium.hardware]
-region = "us-east-1"
-provider = "aws"
 compute = "AMPERE_A10"
 cpu = 2
 memory = 16.0
diff --git a/7-image-and-video/7-faster-image-generation/cerebrium.toml b/7-image-and-video/7-faster-image-generation/cerebrium.toml
index c90b04d0..443d6472 100644
--- a/7-image-and-video/7-faster-image-generation/cerebrium.toml
+++ b/7-image-and-video/7-faster-image-generation/cerebrium.toml
@@ -15,8 +15,6 @@ shell_commands = [
 ]
 
 [cerebrium.hardware]
-region = "us-east-1"
-provider = "aws"
 compute = "AMPERE_A10"
 cpu = 3
 memory = 16.0
diff --git a/8-application-demos/1-sales-trainer/cerebrium.toml b/8-application-demos/1-sales-trainer/cerebrium.toml
index ef01afa4..f9bd0176 100644
--- a/8-application-demos/1-sales-trainer/cerebrium.toml
+++ b/8-application-demos/1-sales-trainer/cerebrium.toml
@@ -11,8 +11,6 @@ cpu = 2
 memory = 6.0
 compute = "CPU"
 gpu_count = 0
-provider = "aws"
-region = "us-east-1"
 
 [cerebrium.scaling]
 min_replicas = 0
diff --git a/8-migrations/1-cog-migration-sdxl/cerebrium.toml b/8-migrations/1-cog-migration-sdxl/cerebrium.toml
index f7adadb8..079671f5 100644
--- a/8-migrations/1-cog-migration-sdxl/cerebrium.toml
+++ b/8-migrations/1-cog-migration-sdxl/cerebrium.toml
@@ -9,8 +9,6 @@ shell_commands = [
 ]
 
 [cerebrium.hardware]
-region = "us-east-1"
-provider = "aws"
 compute = "AMPERE_A10"
 cpu = 2
 memory = 12.0