|
--- |
|
base_model: deepseek-ai/DeepSeek-V2-Lite-Chat |
|
inference: false |
|
license: other |
|
license_name: deepseek |
|
license_link: https://github.com/deepseek-ai/DeepSeek-V2/blob/main/LICENSE-MODEL |
|
model_creator: DeepSeek-ai |
|
model_name: DeepSeek-V2-Lite-Chat |
|
model_type: deepseek |
|
quantized_by: Second State Inc. |
|
--- |
|
|
|
<!-- header start --> |
|
<!-- 200823 --> |
|
<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;"> |
|
<!-- header end --> |
|
|
|
# DeepSeek-V2-Lite-Chat-GGUF |
|
|
|
## Original Model |
|
|
|
[deepseek-ai/DeepSeek-V2-Lite-Chat](https://huggingface.co/deepseek-ai/DeepSeek-V2-Lite-Chat) |
|
|
|
## Run with LlamaEdge |
|
|
|
- LlamaEdge version: [v0.12.3](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.12.3) and above |
|
|
|
- Prompt template |
|
|
|
- Prompt type: `deepseek-chat-2` |
|
|
|
- Prompt string |
|
|
|
```text |
|
<|begin_of_sentence|>{system_message} |
|
|
|
User: {user_message_1} |
|
|
|
Assistant: {assistant_message_1}<|end_of_sentence|>User: {user_message_2} |
|
|
|
Assistant: |
|
``` |
|
|
|
- Context size: `128000` |
|
|
|
<!-- - Run as LlamaEdge service |
|
|
|
```bash |
|
wasmedge --dir .:. \ |
|
--nn-preload default:GGML:AUTO:DeepSeek-V2-Lite-Chat-Q5_K_M.gguf \ |
|
llama-api-server.wasm \ |
|
--prompt-template deepseek-chat-2 \ |
|
--ctx-size 128000 \ |
|
--model-name DeepSeek-V2-Lite-Chat |
|
``` |
|
|
|
- Run as LlamaEdge command app |
|
|
|
```bash |
|
wasmedge --dir .:. \ |
|
--nn-preload default:GGML:AUTO:DeepSeek-V2-Lite-Chat-Q5_K_M.gguf \ |
|
llama-chat.wasm \ |
|
--prompt-template deepseek-chat-2 \ |
|
--ctx-size 128000 |
|
``` --> |
|
|
|
## Quantized GGUF Models |
|
|
|
| Name | Quant method | Bits | Size | Use case | |
|
| ---- | ---- | ---- | ---- | ----- | |
|
| [DeepSeek-V2-Lite-Chat-Q2_K.gguf](https://huggingface.co/second-state/DeepSeek-V2-Lite-Chat-GGUF/blob/main/DeepSeek-V2-Lite-Chat-Q2_K.gguf) | Q2_K | 2 | 6.43 GB| smallest, significant quality loss - not recommended for most purposes | |
|
| [DeepSeek-V2-Lite-Chat-Q3_K_L.gguf](https://huggingface.co/second-state/DeepSeek-V2-Lite-Chat-GGUF/blob/main/DeepSeek-V2-Lite-Chat-Q3_K_L.gguf) | Q3_K_L | 3 | 8.46 GB| small, substantial quality loss | |
|
| [DeepSeek-V2-Lite-Chat-Q3_K_M.gguf](https://huggingface.co/second-state/DeepSeek-V2-Lite-Chat-GGUF/blob/main/DeepSeek-V2-Lite-Chat-Q3_K_M.gguf) | Q3_K_M | 3 | 8.13 GB| very small, high quality loss | |
|
| [DeepSeek-V2-Lite-Chat-Q3_K_S.gguf](https://huggingface.co/second-state/DeepSeek-V2-Lite-Chat-GGUF/blob/main/DeepSeek-V2-Lite-Chat-Q3_K_S.gguf) | Q3_K_S | 3 | 7.49 GB| very small, high quality loss | |
|
| [DeepSeek-V2-Lite-Chat-Q4_0.gguf](https://huggingface.co/second-state/DeepSeek-V2-Lite-Chat-GGUF/blob/main/DeepSeek-V2-Lite-Chat-Q4_0.gguf) | Q4_0 | 4 | 8.91 GB| legacy; small, very high quality loss - prefer using Q3_K_M | |
|
| [DeepSeek-V2-Lite-Chat-Q4_K_M.gguf](https://huggingface.co/second-state/DeepSeek-V2-Lite-Chat-GGUF/blob/main/DeepSeek-V2-Lite-Chat-Q4_K_M.gguf) | Q4_K_M | 4 | 10.4 GB| medium, balanced quality - recommended | |
|
| [DeepSeek-V2-Lite-Chat-Q4_K_S.gguf](https://huggingface.co/second-state/DeepSeek-V2-Lite-Chat-GGUF/blob/main/DeepSeek-V2-Lite-Chat-Q4_K_S.gguf) | Q4_K_S | 4 | 9.53 GB| small, greater quality loss | |
|
| [DeepSeek-V2-Lite-Chat-Q5_0.gguf](https://huggingface.co/second-state/DeepSeek-V2-Lite-Chat-GGUF/blob/main/DeepSeek-V2-Lite-Chat-Q5_0.gguf) | Q5_0 | 5 | 10.8 GB| legacy; medium, balanced quality - prefer using Q4_K_M | |
|
| [DeepSeek-V2-Lite-Chat-Q5_K_M.gguf](https://huggingface.co/second-state/DeepSeek-V2-Lite-Chat-GGUF/blob/main/DeepSeek-V2-Lite-Chat-Q5_K_M.gguf) | Q5_K_M | 5 | 11.9 GB| large, very low quality loss - recommended | |
|
| [DeepSeek-V2-Lite-Chat-Q5_K_S.gguf](https://huggingface.co/second-state/DeepSeek-V2-Lite-Chat-GGUF/blob/main/DeepSeek-V2-Lite-Chat-Q5_K_S.gguf) | Q5_K_S | 5 | 11.1 GB| large, low quality loss - recommended | |
|
| [DeepSeek-V2-Lite-Chat-Q6_K.gguf](https://huggingface.co/second-state/DeepSeek-V2-Lite-Chat-GGUF/blob/main/DeepSeek-V2-Lite-Chat-Q6_K.gguf) | Q6_K | 6 | 14.1 GB| very large, extremely low quality loss | |
|
| [DeepSeek-V2-Lite-Chat-Q8_0.gguf](https://huggingface.co/second-state/DeepSeek-V2-Lite-Chat-GGUF/blob/main/DeepSeek-V2-Lite-Chat-Q8_0.gguf) | Q8_0 | 8 | 16.7 GB| very large, extremely low quality loss - not recommended | |
|
| [DeepSeek-V2-Lite-Chat-f16.gguf](https://huggingface.co/second-state/DeepSeek-V2-Lite-Chat-GGUF/blob/main/DeepSeek-V2-Lite-Chat-f16.gguf) | f16 | 16 | 31.4 GB| | |
|
|
|
*Quatized with llama.cpp b3333* |
