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santoshkumarradha committed Dec 25, 2023
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Expand Up @@ -50,7 +50,7 @@ Check our [Quick Start Guide](https://docs.covalent.xyz/docs/get-started/quick-s
<summary><b>Run Code Anywhere:</b> Execute Python functions in any cloud or on-prem cluster by changing just a single line of code.</summary>
<br>

Its as simple as swapping the decorator with our executor plugins. Choose from [existing plugins](https://docs.covalent.xyz/docs/plugin) or [create custom ones](https://github.com/AgnostiqHQ/covalent-executor-template) for tailored interactions with any infrastructure.
- Its as simple as swapping the decorator with our executor plugins. Choose from [existing plugins](https://docs.covalent.xyz/docs/plugin) or [create custom ones](https://github.com/AgnostiqHQ/covalent-executor-template) for tailored interactions with any infrastructure.


```python
Expand All @@ -59,8 +59,10 @@ import covalent as ct
# To execute on Azure, replace the executor line with:
# @ct.electron(executor="azurebatch")

# To execute on Google Cloud Platform, replace the executor line with, you can even use a custom configuration:
# @ct.electron(executor=ct.executor.GCPBatchExecutor(region='us-east1', vcpus=2, memory=512))
# To execute on Google Cloud Platform, replace the executor line with,
# you can even use a custom configuration:
#gcp=ct.executor.GCPBatchExecutor(region='us-east1', vcpus=2, memory=512
# @ct.electron(executor=gcp))

# Define your function
@ct.electron(executor="awsbatch") # Execute on AWS
Expand All @@ -73,7 +75,7 @@ def fine_tune_llm(params):
<summary><b>Abstraction of Infrastructure Management:</b> Lets developers focus on their code, abstracting the complexities of cloud consoles, terraform, or IaC in the background.</summary>
<br>

Using cloud compute is no more than two steps, without the need to write any infrastructure code or even containers for your code. Covalent handles the rest.
- Using cloud compute is no more than two steps, without the need to write any infrastructure code or even containers for your code. Covalent handles the rest.

```shell

Expand All @@ -100,7 +102,7 @@ To learn more, check out the docs
<details>
<summary><b>Serverless Infrastructure:</b> Automatically converts any infrastructure, including on-prem SLURM clusters or cloud compute, into a serverless setup.</summary>
<br>
Covalent simplifies infrastructure management, making it serverless and scalable. This feature allows you to leverage the full potential of cloud computing or on-premises clusters without the overhead of manual configuration.
- Covalent simplifies infrastructure management, making it serverless and scalable. This feature allows you to leverage the full potential of cloud computing or on-premises clusters without the overhead of manual configuration.

<!-- Insert image or additional information here if needed -->
</details>
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