---
base_model: Unbabel/Tower-Plus-9B
license: cc-by-nc-sa-4.0
language:
- de
- nl
- is
- es
- fr
- pt
- uk
- hi
- zh
- ru
- cs
- ko
- ja
- it
- en
- da
- pl
- hu
- sv
- 'no'
- ro
- fi
library_name: transformers
tags:
- TensorBlock
- GGUF
---

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## Unbabel/Tower-Plus-9B - GGUF

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        Join our Discord to learn more about what we're building ↗
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This repo contains GGUF format model files for [Unbabel/Tower-Plus-9B](https://huggingface.co/Unbabel/Tower-Plus-9B).

The files were quantized using machines provided by [TensorBlock](https://tensorblock.co/), and they are compatible with llama.cpp as of [commit b5753](https://github.com/ggml-org/llama.cpp/commit/73e53dc834c0a2336cd104473af6897197b96277).

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## Prompt template

```
<bos><start_of_turn>system
{system_prompt}<end_of_turn>
<start_of_turn>user
{prompt}<end_of_turn>
<start_of_turn>model
```

## Model file specification

| Filename | Quant type | File Size | Description |
| -------- | ---------- | --------- | ----------- |
| [Tower-Plus-9B-Q2_K.gguf](https://huggingface.co/tensorblock/Unbabel_Tower-Plus-9B-GGUF/blob/main/Tower-Plus-9B-Q2_K.gguf) | Q2_K | 3.805 GB | smallest, significant quality loss - not recommended for most purposes |
| [Tower-Plus-9B-Q3_K_S.gguf](https://huggingface.co/tensorblock/Unbabel_Tower-Plus-9B-GGUF/blob/main/Tower-Plus-9B-Q3_K_S.gguf) | Q3_K_S | 4.338 GB | very small, high quality loss |
| [Tower-Plus-9B-Q3_K_M.gguf](https://huggingface.co/tensorblock/Unbabel_Tower-Plus-9B-GGUF/blob/main/Tower-Plus-9B-Q3_K_M.gguf) | Q3_K_M | 4.762 GB | very small, high quality loss |
| [Tower-Plus-9B-Q3_K_L.gguf](https://huggingface.co/tensorblock/Unbabel_Tower-Plus-9B-GGUF/blob/main/Tower-Plus-9B-Q3_K_L.gguf) | Q3_K_L | 5.132 GB | small, substantial quality loss |
| [Tower-Plus-9B-Q4_0.gguf](https://huggingface.co/tensorblock/Unbabel_Tower-Plus-9B-GGUF/blob/main/Tower-Plus-9B-Q4_0.gguf) | Q4_0 | 5.443 GB | legacy; small, very high quality loss - prefer using Q3_K_M |
| [Tower-Plus-9B-Q4_K_S.gguf](https://huggingface.co/tensorblock/Unbabel_Tower-Plus-9B-GGUF/blob/main/Tower-Plus-9B-Q4_K_S.gguf) | Q4_K_S | 5.479 GB | small, greater quality loss |
| [Tower-Plus-9B-Q4_K_M.gguf](https://huggingface.co/tensorblock/Unbabel_Tower-Plus-9B-GGUF/blob/main/Tower-Plus-9B-Q4_K_M.gguf) | Q4_K_M | 5.761 GB | medium, balanced quality - recommended |
| [Tower-Plus-9B-Q5_0.gguf](https://huggingface.co/tensorblock/Unbabel_Tower-Plus-9B-GGUF/blob/main/Tower-Plus-9B-Q5_0.gguf) | Q5_0 | 6.484 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
| [Tower-Plus-9B-Q5_K_S.gguf](https://huggingface.co/tensorblock/Unbabel_Tower-Plus-9B-GGUF/blob/main/Tower-Plus-9B-Q5_K_S.gguf) | Q5_K_S | 6.484 GB | large, low quality loss - recommended |
| [Tower-Plus-9B-Q5_K_M.gguf](https://huggingface.co/tensorblock/Unbabel_Tower-Plus-9B-GGUF/blob/main/Tower-Plus-9B-Q5_K_M.gguf) | Q5_K_M | 6.647 GB | large, very low quality loss - recommended |
| [Tower-Plus-9B-Q6_K.gguf](https://huggingface.co/tensorblock/Unbabel_Tower-Plus-9B-GGUF/blob/main/Tower-Plus-9B-Q6_K.gguf) | Q6_K | 7.589 GB | very large, extremely low quality loss |
| [Tower-Plus-9B-Q8_0.gguf](https://huggingface.co/tensorblock/Unbabel_Tower-Plus-9B-GGUF/blob/main/Tower-Plus-9B-Q8_0.gguf) | Q8_0 | 9.827 GB | very large, extremely low quality loss - not recommended |


## Downloading instruction

### Command line

Firstly, install Huggingface Client

```shell
pip install -U "huggingface_hub[cli]"
```

Then, downoad the individual model file the a local directory

```shell
huggingface-cli download tensorblock/Unbabel_Tower-Plus-9B-GGUF --include "Tower-Plus-9B-Q2_K.gguf" --local-dir MY_LOCAL_DIR
```

If you wanna download multiple model files with a pattern (e.g., `*Q4_K*gguf`), you can try:

```shell
huggingface-cli download tensorblock/Unbabel_Tower-Plus-9B-GGUF --local-dir MY_LOCAL_DIR --local-dir-use-symlinks False --include='*Q4_K*gguf'
```