diff --git a/src/pages/cortex/index.mdx b/src/pages/cortex/index.mdx
index 9c0b3f94..f898df7b 100644
--- a/src/pages/cortex/index.mdx
+++ b/src/pages/cortex/index.mdx
@@ -20,6 +20,10 @@ keywords:
import { Callout, Steps } from 'nextra/components'
+
+🚧 Cortex is under construction.
+
+
# Cortex
## About
diff --git a/src/pages/docs/desktop/linux.mdx b/src/pages/docs/desktop/linux.mdx
index f2bc40ce..193c6ba3 100644
--- a/src/pages/docs/desktop/linux.mdx
+++ b/src/pages/docs/desktop/linux.mdx
@@ -30,64 +30,75 @@ To install Jan desktop on Linux, follow the steps below:
## Compatibility
Ensure that your system meets the following requirements to use Jan effectively:
+
+
+- Debian-based (Supports `.deb` and `AppImage` )
+ - Ubuntu-based
+ - Ubuntu Desktop LTS (official)/ Ubuntu Server LTS (only for server)
+ - Edubuntu (Mainly desktop)
+ - Kubuntu (Desktop only)
+ - Lubuntu (Both desktop and server, though mainly desktop)
+ - Ubuntu Budgie (Mainly desktop)
+ - Ubuntu Cinnamon (Desktop only)
+ - Ubuntu Kylin (Both desktop and server)
+ - Ubuntu MATE (Desktop only)
+- Pacman-based
+ - Arch Linux based
+ - Arch Linux (Mainly desktop)
+ - SteamOS (Desktop only)
+- RPM-based (Supports `.rpm` and `AppImage` )
+- Fedora-based
+ - RHEL-based (Server only)
+- openSUSE (Both desktop and server)
-- **OS**:
- - **Debian-based** (Supports `.deb` and `AppImage` )
- - Ubuntu-based
- - Ubuntu Desktop LTS / Ubuntu Server LTS
- - Edubuntu
- - Kubuntu
- - Lubuntu
- - Ubuntu Budgie
- - Ubuntu Cinnamon
- - Ubuntu Kylin
- - Ubuntu MATE
- - **Pacman-based** (Supports `AppImage` )
- - Arch Linux based
- - Arch Linux
- - SteamOS
- - **RPM-based** (Supports `.rpm` and `AppImage` )
- - Fedora-based
- - RHEL-based
- - openSUSE
-
-
- - Please check whether your Linux distribution supports desktop, server, or both environments.
- - For server versions, please refer to the [server installation](https://jan.ai/docs/server-installation).
-
-
-- **Hardware**:
- - **CPU**:
- - **Intel**:
- - Haswell processors (Q2 2013) and newer.
- - Tiger Lake (Q3 2020) and newer for Celeron and Pentium processors.
- - **AMD**:
- - Excavator processors (Q2 2015) and newer.
- Jan mainly supports [AVX2](https://en.wikipedia.org/wiki/Advanced_Vector_Extensions#CPUs_with_AVX2) processors. We also support older [AVX](https://en.wikipedia.org/wiki/Advanced_Vector_Extensions#CPUs_with_AVX) and [AVX-512](https://en.wikipedia.org/wiki/Advanced_Vector_Extensions#CPUs_with_AVX-512) processors, but we don't recommend it.
+ - Please check whether your Linux distribution supports desktop, server, or both environments.
+ - For server versions, please refer to the [server installation](https://jan.ai/docs/server-installation).
- - **RAM**:
- - 8GB for running up to 3B models (int4).
- - 16GB for running up to 7B models (int4).
- - 32GB for running up to 13B models (int4).
-
-
- We support DDR2 RAM as the minimum requirement but recommend using newer generations of RAM for improved performance.
-
-
-
- - **GPU:**
- - 6GB can load the 3B model (int4) with `ngl` at 120 ~ full speed on CPU/ GPU.
- - 8GB can load the 7B model (int4) with `ngl` at 120 ~ full speed on CPU/ GPU.
- - 12GB can load the 13B model (int4) with `ngl` at 120 ~ full speed on CPU/ GPU.
-
-
- Having at least 6GB VRAM when using NVIDIA, AMD, or Intel Arc GPUs is recommended.
-
-
-
- - **Disk:** At least 10GB for app storage and model download.
+
+
+
+
+
+- Jan supports a processor that can handle AVX2. For the full list, please see [here](https://en.wikipedia.org/wiki/Advanced_Vector_Extensions#CPUs_with_AVX2).
+- We support older processors with AVX and AVX-512, though this is not recommended.
+
+- Haswell processors (Q2 2013) and newer.
+- Tiger Lake (Q3 2020) and newer for Celeron and Pentium processors.
+
+
+
+- Jan supports a processor that can handle AVX2. For the full list, please see [here](https://en.wikipedia.org/wiki/Advanced_Vector_Extensions#CPUs_with_AVX2).
+- We support older processors with AVX and AVX-512, though this is not recommended.
+
+- Excavator processors (Q2 2015) and newer.
+
+
+
+
+- 8GB for running up to 3B models (int4).
+- 16GB for running up to 7B models (int4).
+- 32GB for running up to 13B models (int4).
+
+
+We support DDR2 RAM as the minimum requirement but recommend using newer generations of RAM for improved performance.
+
+
+
+
+- 6GB can load the 3B model (int4) with `ngl` at 120 ~ full speed on CPU/ GPU.
+- 8GB can load the 7B model (int4) with `ngl` at 120 ~ full speed on CPU/ GPU.
+- 12GB can load the 13B model (int4) with `ngl` at 120 ~ full speed on CPU/ GPU.
+
+
+Having at least 6GB VRAM when using NVIDIA, AMD, or Intel Arc GPUs is recommended.
+
+
+
+- At least 10GB for app storage and model download.
+
+
## Prerequisites
- **System Libraries**:
diff --git a/src/pages/docs/desktop/mac.mdx b/src/pages/docs/desktop/mac.mdx
index f738144b..014e95e1 100644
--- a/src/pages/docs/desktop/mac.mdx
+++ b/src/pages/docs/desktop/mac.mdx
@@ -31,27 +31,42 @@ Jan has been developed as a Mac Universal application, allowing it to run native
## Compatibility
Ensure that your system meets the following requirements to use Jan effectively:
+
+
+
+
+MacOSX 13.6 or higher.
+
+
+- 8GB for running up to 3B models.
+- 16GB for running up to 7B models.
+- 32GB for running up to 13B models.
+
+
+At least 10GB for app and model download.
+
+
+
+
+
+
+MacOSX 13.6 or higher.
+
+
+- 8GB for running up to 3B models.
+- 16GB for running up to 7B models.
+- 32GB for running up to 13B models.
+
+Apple Silicon Macs leverage Metal for GPU acceleration, providing faster performance than Intel Macs, which rely solely on CPU processing.
-- **OS**:
- - MacOSX 13.6 or higher.
-- **Hardware**:
- - **Mac Intel CPU**
- - Memory:
- - 8GB for running up to 3B models.
- - 16GB for running up to 7B models.
- - 32GB for running up to 13B models.
- - **Mac Apple Silicon**
- - Memory:
- - 8GB for running up to 3B models.
- - 16GB for running up to 7B models.
- - 32GB for running up to 13B models.
-
-
- Apple Silicon Macs leverage Metal for GPU acceleration, providing faster performance than Intel Macs, which rely solely on CPU processing.
-
-
- - **Disk**: At least 10GB for model downloads.
-
+
+
+
+At least 10GB for app and model download.
+
+
+
+
## Installing Jan
To install Jan, follow the steps below:
diff --git a/src/pages/docs/desktop/windows.mdx b/src/pages/docs/desktop/windows.mdx
index 53518787..4c22b400 100644
--- a/src/pages/docs/desktop/windows.mdx
+++ b/src/pages/docs/desktop/windows.mdx
@@ -29,38 +29,53 @@ To install Jan desktop on Windows, follow the steps below:
## Compatibility
Ensure that your system meets the following requirements to use Jan effectively:
+
+
+- Windows 10 or higher.
+
+
+
+
+
+- Jan supports a processor that can handle AVX2. For the full list, please see [here](https://en.wikipedia.org/wiki/Advanced_Vector_Extensions#CPUs_with_AVX2).
+- We support older processors with AVX and AVX-512, though this is not recommended.
+
+- Haswell processors (Q2 2013) and newer.
+- Tiger Lake (Q3 2020) and newer for Celeron and Pentium processors.
+
+
+
+- Jan supports a processor that can handle AVX2. For the full list, please see [here](https://en.wikipedia.org/wiki/Advanced_Vector_Extensions#CPUs_with_AVX2).
+- We support older processors with AVX and AVX-512, though this is not recommended.
+
+- Excavator processors (Q2 2015) and newer.
+
+
+
+
+- 8GB for running up to 3B models (int4).
+- 16GB for running up to 7B models (int4).
+- 32GB for running up to 13B models (int4).
-- **OS**:
- - Windows 10 or higher.
-- **Hardware**:
- - **CPU**:
- - **Intel**:
- - Haswell processors (Q2 2013) and newer.
- - Tiger Lake (Q3 2020) and newer for Celeron and Pentium processors.
- - **AMD**:
- - Excavator processors (Q2 2015) and newer.
-
- Jan mainly supports [AVX2](https://en.wikipedia.org/wiki/Advanced_Vector_Extensions#CPUs_with_AVX2) processors. We also support older [AVX](https://en.wikipedia.org/wiki/Advanced_Vector_Extensions#CPUs_with_AVX) and [AVX-512](https://en.wikipedia.org/wiki/Advanced_Vector_Extensions#CPUs_with_AVX-512) processors, but we don't recommend it.
-
- - **RAM**:
- - 8GB for running up to 3B models (int4).
- - 16GB for running up to 7B models (int4).
- - 32GB for running up to 13B models (int4).
-
-
- We support DDR2 RAM as the minimum requirement but recommend using newer generations of RAM for improved performance.
-
-
- - **GPU:**
- - 6GB can load the 3B model (int4) with `ngl` at 120 ~ full speed on CPU/ GPU.
- - 8GB can load the 7B model (int4) with `ngl` at 120 ~ full speed on CPU/ GPU.
- - 12GB can load the 13B model (int4) with `ngl` at 120 ~ full speed on CPU/ GPU.
-
-
- Having at least 6GB VRAM when using NVIDIA, AMD, or Intel Arc GPUs is recommended.
-
- - **Disk:** At least 10GB for app storage and model download.
+
+We support DDR2 RAM as the minimum requirement but recommend using newer generations of RAM for improved performance.
+
+
+
+- 6GB can load the 3B model (int4) with `ngl` at 120 ~ full speed on CPU/ GPU.
+- 8GB can load the 7B model (int4) with `ngl` at 120 ~ full speed on CPU/ GPU.
+- 12GB can load the 13B model (int4) with `ngl` at 120 ~ full speed on CPU/ GPU.
+
+
+Having at least 6GB VRAM when using NVIDIA, AMD, or Intel Arc GPUs is recommended.
+
+
+
+
+- At least 10GB for app storage and model download.
+
+
## Installing Jan
To install Jan, follow the steps below: