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- GemmaX2-28-9B-Pretrain-Q2_K.gguf +3 -0
- GemmaX2-28-9B-Pretrain-Q3_K_L.gguf +3 -0
- GemmaX2-28-9B-Pretrain-Q3_K_M.gguf +3 -0
- GemmaX2-28-9B-Pretrain-Q3_K_S.gguf +3 -0
- GemmaX2-28-9B-Pretrain-Q4_0.gguf +3 -0
- GemmaX2-28-9B-Pretrain-Q4_K_M.gguf +3 -0
- GemmaX2-28-9B-Pretrain-Q4_K_S.gguf +3 -0
- GemmaX2-28-9B-Pretrain-Q5_0.gguf +3 -0
- GemmaX2-28-9B-Pretrain-Q5_K_M.gguf +3 -0
- GemmaX2-28-9B-Pretrain-Q5_K_S.gguf +3 -0
- GemmaX2-28-9B-Pretrain-Q6_K.gguf +3 -0
- GemmaX2-28-9B-Pretrain-Q8_0.gguf +3 -0
- README.md +145 -0
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README.md
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---
|
| 2 |
+
license: gemma
|
| 3 |
+
license_name: license
|
| 4 |
+
license_link: LICENSE
|
| 5 |
+
base_model: ModelSpace/GemmaX2-28-9B-Pretrain
|
| 6 |
+
pipeline_tag: translation
|
| 7 |
+
library_name: transformers
|
| 8 |
+
language:
|
| 9 |
+
- ar
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| 10 |
+
- bn
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| 11 |
+
- cs
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| 12 |
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- de
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- en
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- es
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- fa
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- fr
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| 17 |
+
- he
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| 18 |
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- hi
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| 19 |
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- id
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| 20 |
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- it
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| 21 |
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- ja
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| 22 |
+
- km
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| 23 |
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- ko
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| 24 |
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- lo
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| 25 |
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- ms
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| 26 |
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- my
|
| 27 |
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- nl
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| 28 |
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- pl
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| 29 |
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- pt
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| 30 |
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- ru
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- th
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- tl
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- tr
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- ur
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- vi
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- zh
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tags:
|
| 38 |
+
- TensorBlock
|
| 39 |
+
- GGUF
|
| 40 |
+
---
|
| 41 |
+
|
| 42 |
+
<div style="width: auto; margin-left: auto; margin-right: auto">
|
| 43 |
+
<img src="https://i.imgur.com/jC7kdl8.jpeg" alt="TensorBlock" style="width: 100%; min-width: 400px; display: block; margin: auto;">
|
| 44 |
+
</div>
|
| 45 |
+
<div style="display: flex; justify-content: space-between; width: 100%;">
|
| 46 |
+
<div style="display: flex; flex-direction: column; align-items: flex-start;">
|
| 47 |
+
<p style="margin-top: 0.5em; margin-bottom: 0em;">
|
| 48 |
+
Feedback and support: TensorBlock's <a href="https://x.com/tensorblock_aoi">Twitter/X</a>, <a href="https://t.me/TensorBlock">Telegram Group</a> and <a href="https://x.com/tensorblock_aoi">Discord server</a>
|
| 49 |
+
</p>
|
| 50 |
+
</div>
|
| 51 |
+
</div>
|
| 52 |
+
|
| 53 |
+
## ModelSpace/GemmaX2-28-9B-Pretrain - GGUF
|
| 54 |
+
|
| 55 |
+
This repo contains GGUF format model files for [ModelSpace/GemmaX2-28-9B-Pretrain](https://huggingface.co/ModelSpace/GemmaX2-28-9B-Pretrain).
|
| 56 |
+
|
| 57 |
+
The files were quantized using machines provided by [TensorBlock](https://tensorblock.co/), and they are compatible with llama.cpp as of [commit b5165](https://github.com/ggml-org/llama.cpp/commit/1d735c0b4fa0551c51c2f4ac888dd9a01f447985).
|
| 58 |
+
|
| 59 |
+
## Our projects
|
| 60 |
+
<table border="1" cellspacing="0" cellpadding="10">
|
| 61 |
+
<tr>
|
| 62 |
+
<th style="font-size: 25px;">Awesome MCP Servers</th>
|
| 63 |
+
<th style="font-size: 25px;">TensorBlock Studio</th>
|
| 64 |
+
</tr>
|
| 65 |
+
<tr>
|
| 66 |
+
<th><img src="https://imgur.com/2Xov7B7.jpeg" alt="Project A" width="450"/></th>
|
| 67 |
+
<th><img src="https://imgur.com/pJcmF5u.jpeg" alt="Project B" width="450"/></th>
|
| 68 |
+
</tr>
|
| 69 |
+
<tr>
|
| 70 |
+
<th>A comprehensive collection of Model Context Protocol (MCP) servers.</th>
|
| 71 |
+
<th>A lightweight, open, and extensible multi-LLM interaction studio.</th>
|
| 72 |
+
</tr>
|
| 73 |
+
<tr>
|
| 74 |
+
<th>
|
| 75 |
+
<a href="https://github.com/TensorBlock/awesome-mcp-servers" target="_blank" style="
|
| 76 |
+
display: inline-block;
|
| 77 |
+
padding: 8px 16px;
|
| 78 |
+
background-color: #FF7F50;
|
| 79 |
+
color: white;
|
| 80 |
+
text-decoration: none;
|
| 81 |
+
border-radius: 6px;
|
| 82 |
+
font-weight: bold;
|
| 83 |
+
font-family: sans-serif;
|
| 84 |
+
">๐ See what we built ๐</a>
|
| 85 |
+
</th>
|
| 86 |
+
<th>
|
| 87 |
+
<a href="https://github.com/TensorBlock/TensorBlock-Studio" target="_blank" style="
|
| 88 |
+
display: inline-block;
|
| 89 |
+
padding: 8px 16px;
|
| 90 |
+
background-color: #FF7F50;
|
| 91 |
+
color: white;
|
| 92 |
+
text-decoration: none;
|
| 93 |
+
border-radius: 6px;
|
| 94 |
+
font-weight: bold;
|
| 95 |
+
font-family: sans-serif;
|
| 96 |
+
">๐ See what we built ๐</a>
|
| 97 |
+
</th>
|
| 98 |
+
</tr>
|
| 99 |
+
</table>
|
| 100 |
+
|
| 101 |
+
## Prompt template
|
| 102 |
+
|
| 103 |
+
```
|
| 104 |
+
{system_prompt}{prompt}
|
| 105 |
+
```
|
| 106 |
+
|
| 107 |
+
## Model file specification
|
| 108 |
+
|
| 109 |
+
| Filename | Quant type | File Size | Description |
|
| 110 |
+
| -------- | ---------- | --------- | ----------- |
|
| 111 |
+
| [GemmaX2-28-9B-Pretrain-Q2_K.gguf](https://huggingface.co/tensorblock/ModelSpace_GemmaX2-28-9B-Pretrain-GGUF/blob/main/GemmaX2-28-9B-Pretrain-Q2_K.gguf) | Q2_K | 3.805 GB | smallest, significant quality loss - not recommended for most purposes |
|
| 112 |
+
| [GemmaX2-28-9B-Pretrain-Q3_K_S.gguf](https://huggingface.co/tensorblock/ModelSpace_GemmaX2-28-9B-Pretrain-GGUF/blob/main/GemmaX2-28-9B-Pretrain-Q3_K_S.gguf) | Q3_K_S | 4.338 GB | very small, high quality loss |
|
| 113 |
+
| [GemmaX2-28-9B-Pretrain-Q3_K_M.gguf](https://huggingface.co/tensorblock/ModelSpace_GemmaX2-28-9B-Pretrain-GGUF/blob/main/GemmaX2-28-9B-Pretrain-Q3_K_M.gguf) | Q3_K_M | 4.762 GB | very small, high quality loss |
|
| 114 |
+
| [GemmaX2-28-9B-Pretrain-Q3_K_L.gguf](https://huggingface.co/tensorblock/ModelSpace_GemmaX2-28-9B-Pretrain-GGUF/blob/main/GemmaX2-28-9B-Pretrain-Q3_K_L.gguf) | Q3_K_L | 5.132 GB | small, substantial quality loss |
|
| 115 |
+
| [GemmaX2-28-9B-Pretrain-Q4_0.gguf](https://huggingface.co/tensorblock/ModelSpace_GemmaX2-28-9B-Pretrain-GGUF/blob/main/GemmaX2-28-9B-Pretrain-Q4_0.gguf) | Q4_0 | 5.443 GB | legacy; small, very high quality loss - prefer using Q3_K_M |
|
| 116 |
+
| [GemmaX2-28-9B-Pretrain-Q4_K_S.gguf](https://huggingface.co/tensorblock/ModelSpace_GemmaX2-28-9B-Pretrain-GGUF/blob/main/GemmaX2-28-9B-Pretrain-Q4_K_S.gguf) | Q4_K_S | 5.479 GB | small, greater quality loss |
|
| 117 |
+
| [GemmaX2-28-9B-Pretrain-Q4_K_M.gguf](https://huggingface.co/tensorblock/ModelSpace_GemmaX2-28-9B-Pretrain-GGUF/blob/main/GemmaX2-28-9B-Pretrain-Q4_K_M.gguf) | Q4_K_M | 5.761 GB | medium, balanced quality - recommended |
|
| 118 |
+
| [GemmaX2-28-9B-Pretrain-Q5_0.gguf](https://huggingface.co/tensorblock/ModelSpace_GemmaX2-28-9B-Pretrain-GGUF/blob/main/GemmaX2-28-9B-Pretrain-Q5_0.gguf) | Q5_0 | 6.484 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
|
| 119 |
+
| [GemmaX2-28-9B-Pretrain-Q5_K_S.gguf](https://huggingface.co/tensorblock/ModelSpace_GemmaX2-28-9B-Pretrain-GGUF/blob/main/GemmaX2-28-9B-Pretrain-Q5_K_S.gguf) | Q5_K_S | 6.484 GB | large, low quality loss - recommended |
|
| 120 |
+
| [GemmaX2-28-9B-Pretrain-Q5_K_M.gguf](https://huggingface.co/tensorblock/ModelSpace_GemmaX2-28-9B-Pretrain-GGUF/blob/main/GemmaX2-28-9B-Pretrain-Q5_K_M.gguf) | Q5_K_M | 6.647 GB | large, very low quality loss - recommended |
|
| 121 |
+
| [GemmaX2-28-9B-Pretrain-Q6_K.gguf](https://huggingface.co/tensorblock/ModelSpace_GemmaX2-28-9B-Pretrain-GGUF/blob/main/GemmaX2-28-9B-Pretrain-Q6_K.gguf) | Q6_K | 7.589 GB | very large, extremely low quality loss |
|
| 122 |
+
| [GemmaX2-28-9B-Pretrain-Q8_0.gguf](https://huggingface.co/tensorblock/ModelSpace_GemmaX2-28-9B-Pretrain-GGUF/blob/main/GemmaX2-28-9B-Pretrain-Q8_0.gguf) | Q8_0 | 9.827 GB | very large, extremely low quality loss - not recommended |
|
| 123 |
+
|
| 124 |
+
|
| 125 |
+
## Downloading instruction
|
| 126 |
+
|
| 127 |
+
### Command line
|
| 128 |
+
|
| 129 |
+
Firstly, install Huggingface Client
|
| 130 |
+
|
| 131 |
+
```shell
|
| 132 |
+
pip install -U "huggingface_hub[cli]"
|
| 133 |
+
```
|
| 134 |
+
|
| 135 |
+
Then, downoad the individual model file the a local directory
|
| 136 |
+
|
| 137 |
+
```shell
|
| 138 |
+
huggingface-cli download tensorblock/ModelSpace_GemmaX2-28-9B-Pretrain-GGUF --include "GemmaX2-28-9B-Pretrain-Q2_K.gguf" --local-dir MY_LOCAL_DIR
|
| 139 |
+
```
|
| 140 |
+
|
| 141 |
+
If you wanna download multiple model files with a pattern (e.g., `*Q4_K*gguf`), you can try:
|
| 142 |
+
|
| 143 |
+
```shell
|
| 144 |
+
huggingface-cli download tensorblock/ModelSpace_GemmaX2-28-9B-Pretrain-GGUF --local-dir MY_LOCAL_DIR --local-dir-use-symlinks False --include='*Q4_K*gguf'
|
| 145 |
+
```
|