Downloads · 30 days
19
14% of all-time downloads
QuixiAI_Devstral-Vision-Small-2507-EXL3
ArtusDev/QuixiAI_Devstral-Vision-Small-2507-EXL3
QuixiAI_Devstral-Vision-Small-2507-EXL3 is a machine learning model from ArtusDev. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
<style .container-dark { font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, "Helvetica Neue", Arial, sans-serif; line-height: 1.6; color: d4d4d4; } a { color: 569cd6; text-decoration: none; font-weigh…
All-time downloads
137
Public
Repo size
123 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.md9.2 KB · 86%
At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Sep 19, 2025
- Updated
- Oct 13, 2025
- SHA
- a5da5ac4
Base models
Model card
From the Hugging Face model README
<style>
.container-dark {
font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, "Helvetica Neue", Arial, sans-serif;
line-height: 1.6;
color: #d4d4d4;
}
a {
color: #569cd6;
text-decoration: none;
font-weight: 600;
}
a:hover {
text-decoration: underline;
}
.card-dark {
background-color: #252526;
border-radius: 12px;
padding: 24px;
margin-bottom: 20px;
box-shadow: 0 4px 12px rgba(0,0,0,0.3);
border: 1px solid #3c3c3c;
}
.card-dark h1 {
font-size: 2.2em;
color: #ffffff;
text-align: center;
margin-bottom: 10px;
}
.card-dark.card-dark-title h1 {
font-size: 1.5em;
}
.card-dark .subtitle {
text-align: center;
font-size: 1.1em;
color: #a0a0a0;
}
.card-dark h2 {
font-size: 1.5em;
margin-top: 0;
padding-bottom: 10px;
border-bottom: 1px solid #3c3c3c;
color: #c586c0;
}
.card-dark h3 {
font-size: 1.2em;
color: #d4d4d4;
}
.styled-table {
display: table;
border: none;
width: 100%;
font-size: 0.95em;
margin-bottom: 0px;
}
.styled-table thead th {
background-color: #333333;
color: #c586c0;
text-align: left;
}
.styled-table th {
padding: 12px 15px;
}
.styled-table td {
padding: 0;
}
.styled-table table, .styled-table th, .styled-table td {
border-left: none;
border-right: none;
border-bottom: none;
}
.styled-table td {
border-bottom: 1px solid #3c3c3c;
}
.styled-table tbody tr {
transition: background-color 0.1s ease;
}
.styled-table tbody tr:hover {
background-color: #3a3a3a;
}
.styled-table tr:last-child td {
border-bottom: none;
}
.styled-table td a {
display: block;
padding: 12px 15px;
}
.styled-table td a.fake-link {
text-decoration:none;
color:inherit;
}
details {
margin-top: 20px;
border: 1px solid #3c3c3c;
border-radius: 8px;
overflow: hidden;
}
summary {
cursor: pointer;
padding: 12px 18px;
background-color: #6A5ACD;
font-weight: 600;
display: flex;
align-items: center;
gap: 10px;
justify-content: space-between;
list-style: none;
}
summary::-webkit-details-marker {
display: none;
}
summary:hover {
filter: brightness(1.1);
}
summary::after {
content: '';
display: inline-block;
width: 8px;
height: 8px;
border-bottom: 2px solid white;
border-right: 2px solid white;
transform: rotate(45deg);
transition: transform 0.3s ease;
}
details[open] > summary::after {
transform: rotate(225deg);
}
.details-content {
padding: 18px;
}
.btn-purple {
display: inline-block;
background-color: #6A5ACD;
color: white !important;
padding: 12px 24px;
border-radius: 8px;
text-decoration: none;
font-weight: 600;
transition: background-color 0.3s ease, transform 0.2s ease;
text-align: center;
}
.btn-purple:hover {
background-color: #7B68EE;
transform: translateY(-2px);
}
</style>
<div class="container-dark">
<div class="card-dark card-dark-title">
<h1>ArtusDev/QuixiAI_Devstral-Vision-Small-2507-EXL3</h1>
<p class="subtitle">
EXL3 quants of <a href="https://huggingface.co/QuixiAI/Devstral-Vision-Small-2507" target="_blank">QuixiAI/Devstral-Vision-Small-2507</a> using <a href="https://github.com/turboderp-org/exllamav3/" target="_blank">exllamav3</a> for quantization.
</p>
</div>
<div class="card-dark">
<h2>Quants</h2>
<table class="styled-table">
<thead>
<tr>
<th>Quant</th>
<th>BPW</th>
<th>Head Bits</th>
</tr>
</thead>
<tbody>
<tr>
<td><a href="https://huggingface.co/ArtusDev/QuixiAI_Devstral-Vision-Small-2507-EXL3/tree/2.5bpw_H6" target="_blank">2.5_H6</a></td>
<td><a class="fake-link" href="https://huggingface.co/ArtusDev/QuixiAI_Devstral-Vision-Small-2507-EXL3/tree/2.5bpw_H6" target="_blank">2.5</a></td>
<td><a class="fake-link" href="https://huggingface.co/ArtusDev/QuixiAI_Devstral-Vision-Small-2507-EXL3/tree/2.5bpw_H6" target="_blank">6</a></td>
</tr>
<tr>
<td><a href="https://huggingface.co/ArtusDev/QuixiAI_Devstral-Vision-Small-2507-EXL3/tree/3.0bpw_H6" target="_blank">3.0_H6</a></td>
<td><a class="fake-link" href="https://huggingface.co/ArtusDev/QuixiAI_Devstral-Vision-Small-2507-EXL3/tree/3.0bpw_H6" target="_blank">3.0</a></td>
<td><a class="fake-link" href="https://huggingface.co/ArtusDev/QuixiAI_Devstral-Vision-Small-2507-EXL3/tree/3.0bpw_H6" target="_blank">6</a></td>
</tr>
<tr>
<td><a href="https://huggingface.co/ArtusDev/QuixiAI_Devstral-Vision-Small-2507-EXL3/tree/3.5bpw_H6" target="_blank">3.5_H6</a></td>
<td><a class="fake-link" href="https://huggingface.co/ArtusDev/QuixiAI_Devstral-Vision-Small-2507-EXL3/tree/3.5bpw_H6" target="_blank">3.5</a></td>
<td><a class="fake-link" href="https://huggingface.co/ArtusDev/QuixiAI_Devstral-Vision-Small-2507-EXL3/tree/3.5bpw_H6" target="_blank">6</a></td>
</tr>
<tr>
<td><a href="https://huggingface.co/ArtusDev/QuixiAI_Devstral-Vision-Small-2507-EXL3/tree/4.0bpw_H6" target="_blank">4.0_H6</a></td>
<td><a class="fake-link" href="https://huggingface.co/ArtusDev/QuixiAI_Devstral-Vision-Small-2507-EXL3/tree/4.0bpw_H6" target="_blank">4.0</a></td>
<td><a class="fake-link" href="https://huggingface.co/ArtusDev/QuixiAI_Devstral-Vision-Small-2507-EXL3/tree/4.0bpw_H6" target="_blank">6</a></td>
</tr>
<tr>
<td><a href="https://huggingface.co/ArtusDev/QuixiAI_Devstral-Vision-Small-2507-EXL3/tree/4.5bpw_H6" target="_blank">4.5_H6</a></td>
<td><a class="fake-link" href="https://huggingface.co/ArtusDev/QuixiAI_Devstral-Vision-Small-2507-EXL3/tree/4.5bpw_H6" target="_blank">4.5</a></td>
<td><a class="fake-link" href="https://huggingface.co/ArtusDev/QuixiAI_Devstral-Vision-Small-2507-EXL3/tree/4.5bpw_H6" target="_blank">6</a></td>
</tr>
<tr>
<td><a href="https://huggingface.co/ArtusDev/QuixiAI_Devstral-Vision-Small-2507-EXL3/tree/5.0bpw_H6" target="_blank">5.0_H6</a></td>
<td><a class="fake-link" href="https://huggingface.co/ArtusDev/QuixiAI_Devstral-Vision-Small-2507-EXL3/tree/5.0bpw_H6" target="_blank">5.0</a></td>
<td><a class="fake-link" href="https://huggingface.co/ArtusDev/QuixiAI_Devstral-Vision-Small-2507-EXL3/tree/5.0bpw_H6" target="_blank">6</a></td>
</tr>
<tr>
<td><a href="https://huggingface.co/ArtusDev/QuixiAI_Devstral-Vision-Small-2507-EXL3/tree/6.0bpw_H6" target="_blank">6.0_H6</a></td>
<td><a class="fake-link" href="https://huggingface.co/ArtusDev/QuixiAI_Devstral-Vision-Small-2507-EXL3/tree/6.0bpw_H6" target="_blank">6.0</a></td>
<td><a class="fake-link" href="https://huggingface.co/ArtusDev/QuixiAI_Devstral-Vision-Small-2507-EXL3/tree/6.0bpw_H6" target="_blank">6</a></td>
</tr>
<tr>
<td><a href="https://huggingface.co/ArtusDev/QuixiAI_Devstral-Vision-Small-2507-EXL3/tree/8.0bpw_H8" target="_blank">8.0_H8</a></td>
<td><a class="fake-link" href="https://huggingface.co/ArtusDev/QuixiAI_Devstral-Vision-Small-2507-EXL3/tree/8.0bpw_H8" target="_blank">8.0</a></td>
<td><a class="fake-link" href="https://huggingface.co/ArtusDev/QuixiAI_Devstral-Vision-Small-2507-EXL3/tree/8.0bpw_H8" target="_blank">8</a></td>
</tr>
</tbody>
</table>
</div>
<div class="card-dark">
<h2>How to Download and Use Quants</h2>
<p>You can download quants by targeting specific size using the Hugging Face CLI.</p>
<details>
<summary>Click for download commands</summary>
<div class="details-content">
<b>1. Install huggingface-cli:</b>
<pre><code>pip install -U "huggingface_hub[cli]"</code></pre>
<b>2. Download a specific quant:</b>
<pre><code>huggingface-cli download ArtusDev/QuixiAI_Devstral-Vision-Small-2507-EXL3 --revision "5.0bpw_H6" --local-dir ./</code></pre>
</div>
</details>
<p>EXL3 quants can be run with any inference client that supports EXL3, such as <a href="https://github.com/theroyallab/tabbyapi" target="_blank"><b>TabbyAPI</b></a>. Refer to <a href="https://github.com/theroyallab/tabbyAPI/wiki/01.-Getting-Started" target="_blank">documentation</a> for set up instructions.</p>
</div>
<div class="card-dark">
<h2>Quant Requests</h2>
<div style="text-align: center; margin-top: 25px;">
<a href="https://huggingface.co/ArtusDev/requests-exl/discussions/new?title=[MODEL_NAME_HERE]&description=[MODEL_HF_LINK_HERE]" class="btn-purple" target="_blank">Request EXL3 Quants</a>
</div>
<p class="subtitle">
See <a href="https://huggingface.co/ArtusDev/requests-exl" target="_blank">EXL community hub</a> for request guidelines.
</p>
</div>
</div>
- License
- apache-2.0
- Created
- Sep 19, 2025
- Updated
- Oct 13, 2025