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---
license: other
license_name: exaone
license_link: LICENSE
model_name: EXAONE-Deep-32B
base_model: LGAI-EXAONE/EXAONE-Deep-32B
quantized_by: Second State Inc.
language:
- en
- ko
tags:
- lg-ai
- exaone
- exaone-deep
pipeline_tag: text-generation
library_name: transformers
---
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<div style="width: auto; margin-left: auto; margin-right: auto">
<img src="https://github.com/LlamaEdge/LlamaEdge/raw/dev/assets/logo.svg" style="width: 100%; min-width: 400px; display: block; margin: auto;">
</div>
<hr style="margin-top: 1.0em; margin-bottom: 1.0em;">
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# EXAONE-Deep-32B-GGUF
## Original Model
[LGAI-EXAONE/EXAONE-Deep-32B](https://huggingface.co/LGAI-EXAONE/EXAONE-Deep-32B)
## Run with LlamaEdge
- LlamaEdge version: [v0.16.12](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.16.12) and above
- Prompt template
- Prompt type: `exaone-deep-chat`
- Prompt string
```text
[|system|]{system_message}[|endofturn|]
[|user|]{user_message_1}
[|assistant|]{assistant_message_1}[|endofturn|]
[|user|]{user_message_2}
[|assistant|]<thought>
```
- Context size: `32000`
- Run as LlamaEdge service
```bash
wasmedge --dir .:. --nn-preload default:GGML:AUTO:EXAONE-Deep-32B-Q5_K_M.gguf \
llama-api-server.wasm \
--prompt-template exaone-deep-chat \
--ctx-size 32000 \
--model-name EXAONE-Deep-32B
```
- Run as LlamaEdge command app
```bash
wasmedge --dir .:. --nn-preload default:GGML:AUTO:EXAONE-Deep-32B-Q5_K_M.gguf \
llama-chat.wasm \
--prompt-template exaone-deep-chat \
--ctx-size 32000
```
## Quantized GGUF Models
| Name | Quant method | Bits | Size | Use case |
| ---- | ---- | ---- | ---- | ----- |
| [EXAONE-Deep-32B-Q2_K.gguf](https://huggingface.co/second-state/EXAONE-Deep-32B-GGUF/blob/main/EXAONE-Deep-32B-Q2_K.gguf) | Q2_K | 2 | 11.9 GB| smallest, significant quality loss - not recommended for most purposes |
| [EXAONE-Deep-32B-Q3_K_L.gguf](https://huggingface.co/second-state/EXAONE-Deep-32B-GGUF/blob/main/EXAONE-Deep-32B-Q3_K_L.gguf) | Q3_K_L | 3 | 16.8 GB| small, substantial quality loss |
| [EXAONE-Deep-32B-Q3_K_M.gguf](https://huggingface.co/second-state/EXAONE-Deep-32B-GGUF/blob/main/EXAONE-Deep-32B-Q3_K_M.gguf) | Q3_K_M | 3 | 15.5 GB| very small, high quality loss |
| [EXAONE-Deep-32B-Q3_K_S.gguf](https://huggingface.co/second-state/EXAONE-Deep-32B-GGUF/blob/main/EXAONE-Deep-32B-Q3_K_S.gguf) | Q3_K_S | 3 | 14.0 GB| very small, high quality loss |
| [EXAONE-Deep-32B-Q4_0.gguf](https://huggingface.co/second-state/EXAONE-Deep-32B-GGUF/blob/main/EXAONE-Deep-32B-Q4_0.gguf) | Q4_0 | 4 | 18.1 GB| legacy; small, very high quality loss - prefer using Q3_K_M |
| [EXAONE-Deep-32B-Q4_K_M.gguf](https://huggingface.co/second-state/EXAONE-Deep-32B-GGUF/blob/main/EXAONE-Deep-32B-Q4_K_M.gguf) | Q4_K_M | 4 | 19.3 GB| medium, balanced quality - recommended |
| [EXAONE-Deep-32B-Q4_K_S.gguf](https://huggingface.co/second-state/EXAONE-Deep-32B-GGUF/blob/main/EXAONE-Deep-32B-Q4_K_S.gguf) | Q4_K_S | 4 | 18.3 GB| small, greater quality loss |
| [EXAONE-Deep-32B-Q5_0.gguf](https://huggingface.co/second-state/EXAONE-Deep-32B-GGUF/blob/main/EXAONE-Deep-32B-Q5_0.gguf) | Q5_0 | 5 | 22.1 GB| legacy; medium, balanced quality - prefer using Q4_K_M |
| [EXAONE-Deep-32B-Q5_K_M.gguf](https://huggingface.co/second-state/EXAONE-Deep-32B-GGUF/blob/main/EXAONE-Deep-32B-Q5_K_M.gguf) | Q5_K_M | 5 | 22.7 GB| large, very low quality loss - recommended |
| [EXAONE-Deep-32B-Q5_K_S.gguf](https://huggingface.co/second-state/EXAONE-Deep-32B-GGUF/blob/main/EXAONE-Deep-32B-Q5_K_S.gguf) | Q5_K_S | 5 | 22.1 GB| large, low quality loss - recommended |
| [EXAONE-Deep-32B-Q6_K.gguf](https://huggingface.co/second-state/EXAONE-Deep-32B-GGUF/blob/main/EXAONE-Deep-32B-Q6_K.gguf) | Q6_K | 6 | 26.3 GB| very large, extremely low quality loss |
| [EXAONE-Deep-32B-Q8_0.gguf](https://huggingface.co/second-state/EXAONE-Deep-32B-GGUF/blob/main/EXAONE-Deep-32B-Q8_0.gguf) | Q8_0 | 8 | 34.0 GB| very large, extremely low quality loss - not recommended |
| [EXAONE-Deep-32B-f16-00001-of-00003.gguf](https://huggingface.co/second-state/EXAONE-Deep-32B-GGUF/blob/main/EXAONE-Deep-32B-f16-00001-of-00003.gguf) | f16 | 16 | 29.8 GB| |
| [EXAONE-Deep-32B-f16-00002-of-00003.gguf](https://huggingface.co/second-state/EXAONE-Deep-32B-GGUF/blob/main/EXAONE-Deep-32B-f16-00002-of-00003.gguf) | f16 | 16 | 30.0 GB| |
| [EXAONE-Deep-32B-f16-00003-of-00003.gguf](https://huggingface.co/second-state/EXAONE-Deep-32B-GGUF/blob/main/EXAONE-Deep-32B-f16-00003-of-00003.gguf) | f16 | 16 | 4.23 GB| |
*Quantized with llama.cpp b4914.* |