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- Hermes-2-Pro-Mistral-7B-Q2_K.gguf +3 -0
- Hermes-2-Pro-Mistral-7B-Q3_K_L.gguf +3 -0
- Hermes-2-Pro-Mistral-7B-Q3_K_M.gguf +3 -0
- Hermes-2-Pro-Mistral-7B-Q3_K_S.gguf +3 -0
- Hermes-2-Pro-Mistral-7B-Q4_0.gguf +3 -0
- Hermes-2-Pro-Mistral-7B-Q4_K_M.gguf +3 -0
- Hermes-2-Pro-Mistral-7B-Q4_K_S.gguf +3 -0
- Hermes-2-Pro-Mistral-7B-Q5_0.gguf +3 -0
- Hermes-2-Pro-Mistral-7B-Q5_K_M.gguf +3 -0
- Hermes-2-Pro-Mistral-7B-Q5_K_S.gguf +3 -0
- Hermes-2-Pro-Mistral-7B-Q6_K.gguf +3 -0
- Hermes-2-Pro-Mistral-7B-Q8_0.gguf +3 -0
- README.md +119 -0
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README.md
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---
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language:
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- en
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license: apache-2.0
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library_name: transformers
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tags:
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- unsloth
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- transformers
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- yi
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- yi-34b
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- TensorBlock
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- GGUF
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base_model: unsloth/Hermes-2-Pro-Mistral-7B
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---
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<div style="width: auto; margin-left: auto; margin-right: auto">
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<img src="https://i.imgur.com/jC7kdl8.jpeg" alt="TensorBlock" style="width: 100%; min-width: 400px; display: block; margin: auto;">
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</div>
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<div style="display: flex; justify-content: space-between; width: 100%;">
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<div style="display: flex; flex-direction: column; align-items: flex-start;">
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<p style="margin-top: 0.5em; margin-bottom: 0em;">
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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>
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</p>
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</div>
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</div>
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## unsloth/Hermes-2-Pro-Mistral-7B - GGUF
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This repo contains GGUF format model files for [unsloth/Hermes-2-Pro-Mistral-7B](https://huggingface.co/unsloth/Hermes-2-Pro-Mistral-7B).
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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).
|
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## Our projects
|
34 |
+
<table border="1" cellspacing="0" cellpadding="10">
|
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+
<tr>
|
36 |
+
<th style="font-size: 25px;">Awesome MCP Servers</th>
|
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+
<th style="font-size: 25px;">TensorBlock Studio</th>
|
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+
</tr>
|
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+
<tr>
|
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<th><img src="https://imgur.com/2Xov7B7.jpeg" alt="Project A" width="450"/></th>
|
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<th><img src="https://imgur.com/pJcmF5u.jpeg" alt="Project B" width="450"/></th>
|
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</tr>
|
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<tr>
|
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<th>A comprehensive collection of Model Context Protocol (MCP) servers.</th>
|
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<th>A lightweight, open, and extensible multi-LLM interaction studio.</th>
|
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+
</tr>
|
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+
<tr>
|
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+
<th>
|
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+
<a href="https://github.com/TensorBlock/awesome-mcp-servers" target="_blank" style="
|
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display: inline-block;
|
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+
padding: 8px 16px;
|
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background-color: #FF7F50;
|
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color: white;
|
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text-decoration: none;
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border-radius: 6px;
|
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font-weight: bold;
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font-family: sans-serif;
|
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">π See what we built π</a>
|
59 |
+
</th>
|
60 |
+
<th>
|
61 |
+
<a href="https://github.com/TensorBlock/TensorBlock-Studio" target="_blank" style="
|
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+
display: inline-block;
|
63 |
+
padding: 8px 16px;
|
64 |
+
background-color: #FF7F50;
|
65 |
+
color: white;
|
66 |
+
text-decoration: none;
|
67 |
+
border-radius: 6px;
|
68 |
+
font-weight: bold;
|
69 |
+
font-family: sans-serif;
|
70 |
+
">π See what we built π</a>
|
71 |
+
</th>
|
72 |
+
</tr>
|
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+
</table>
|
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+
|
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## Prompt template
|
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|
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```
|
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|
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```
|
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## Model file specification
|
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|
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| Filename | Quant type | File Size | Description |
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| -------- | ---------- | --------- | ----------- |
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| [Hermes-2-Pro-Mistral-7B-Q2_K.gguf](https://huggingface.co/tensorblock/unsloth_Hermes-2-Pro-Mistral-7B-GGUF/blob/main/Hermes-2-Pro-Mistral-7B-Q2_K.gguf) | Q2_K | 2.719 GB | smallest, significant quality loss - not recommended for most purposes |
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| [Hermes-2-Pro-Mistral-7B-Q3_K_S.gguf](https://huggingface.co/tensorblock/unsloth_Hermes-2-Pro-Mistral-7B-GGUF/blob/main/Hermes-2-Pro-Mistral-7B-Q3_K_S.gguf) | Q3_K_S | 3.165 GB | very small, high quality loss |
|
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| [Hermes-2-Pro-Mistral-7B-Q3_K_M.gguf](https://huggingface.co/tensorblock/unsloth_Hermes-2-Pro-Mistral-7B-GGUF/blob/main/Hermes-2-Pro-Mistral-7B-Q3_K_M.gguf) | Q3_K_M | 3.519 GB | very small, high quality loss |
|
88 |
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| [Hermes-2-Pro-Mistral-7B-Q3_K_L.gguf](https://huggingface.co/tensorblock/unsloth_Hermes-2-Pro-Mistral-7B-GGUF/blob/main/Hermes-2-Pro-Mistral-7B-Q3_K_L.gguf) | Q3_K_L | 3.822 GB | small, substantial quality loss |
|
89 |
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| [Hermes-2-Pro-Mistral-7B-Q4_0.gguf](https://huggingface.co/tensorblock/unsloth_Hermes-2-Pro-Mistral-7B-GGUF/blob/main/Hermes-2-Pro-Mistral-7B-Q4_0.gguf) | Q4_0 | 4.109 GB | legacy; small, very high quality loss - prefer using Q3_K_M |
|
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| [Hermes-2-Pro-Mistral-7B-Q4_K_S.gguf](https://huggingface.co/tensorblock/unsloth_Hermes-2-Pro-Mistral-7B-GGUF/blob/main/Hermes-2-Pro-Mistral-7B-Q4_K_S.gguf) | Q4_K_S | 4.141 GB | small, greater quality loss |
|
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| [Hermes-2-Pro-Mistral-7B-Q4_K_M.gguf](https://huggingface.co/tensorblock/unsloth_Hermes-2-Pro-Mistral-7B-GGUF/blob/main/Hermes-2-Pro-Mistral-7B-Q4_K_M.gguf) | Q4_K_M | 4.369 GB | medium, balanced quality - recommended |
|
92 |
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| [Hermes-2-Pro-Mistral-7B-Q5_0.gguf](https://huggingface.co/tensorblock/unsloth_Hermes-2-Pro-Mistral-7B-GGUF/blob/main/Hermes-2-Pro-Mistral-7B-Q5_0.gguf) | Q5_0 | 4.998 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
|
93 |
+
| [Hermes-2-Pro-Mistral-7B-Q5_K_S.gguf](https://huggingface.co/tensorblock/unsloth_Hermes-2-Pro-Mistral-7B-GGUF/blob/main/Hermes-2-Pro-Mistral-7B-Q5_K_S.gguf) | Q5_K_S | 4.998 GB | large, low quality loss - recommended |
|
94 |
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| [Hermes-2-Pro-Mistral-7B-Q5_K_M.gguf](https://huggingface.co/tensorblock/unsloth_Hermes-2-Pro-Mistral-7B-GGUF/blob/main/Hermes-2-Pro-Mistral-7B-Q5_K_M.gguf) | Q5_K_M | 5.132 GB | large, very low quality loss - recommended |
|
95 |
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| [Hermes-2-Pro-Mistral-7B-Q6_K.gguf](https://huggingface.co/tensorblock/unsloth_Hermes-2-Pro-Mistral-7B-GGUF/blob/main/Hermes-2-Pro-Mistral-7B-Q6_K.gguf) | Q6_K | 5.942 GB | very large, extremely low quality loss |
|
96 |
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| [Hermes-2-Pro-Mistral-7B-Q8_0.gguf](https://huggingface.co/tensorblock/unsloth_Hermes-2-Pro-Mistral-7B-GGUF/blob/main/Hermes-2-Pro-Mistral-7B-Q8_0.gguf) | Q8_0 | 7.696 GB | very large, extremely low quality loss - not recommended |
|
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|
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|
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## Downloading instruction
|
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|
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### Command line
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|
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Firstly, install Huggingface Client
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```shell
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pip install -U "huggingface_hub[cli]"
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```
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Then, downoad the individual model file the a local directory
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```shell
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huggingface-cli download tensorblock/unsloth_Hermes-2-Pro-Mistral-7B-GGUF --include "Hermes-2-Pro-Mistral-7B-Q2_K.gguf" --local-dir MY_LOCAL_DIR
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```
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If you wanna download multiple model files with a pattern (e.g., `*Q4_K*gguf`), you can try:
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```shell
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huggingface-cli download tensorblock/unsloth_Hermes-2-Pro-Mistral-7B-GGUF --local-dir MY_LOCAL_DIR --local-dir-use-symlinks False --include='*Q4_K*gguf'
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```
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