|
--- |
|
base_model: Qwen/Qwen2-7B-Instruct |
|
license: apache-2.0 |
|
model_creator: Qwen |
|
model_name: Qwen2-7B-Instruct |
|
quantized_by: Second State Inc. |
|
language: |
|
- en |
|
pipeline_tag: text-generation |
|
tags: |
|
- chat |
|
--- |
|
|
|
<!-- 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 --> |
|
|
|
# Qwen2-7B-Instruct-GGUF |
|
|
|
## Original Model |
|
|
|
[Qwen/Qwen2-7B-Instruct](https://huggingface.co/Qwen/Qwen2-7B-Instruct) |
|
|
|
## Run with LlamaEdge |
|
|
|
- LlamaEdge version: [v0.11.2](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.11.2) |
|
|
|
- Prompt template |
|
|
|
- Prompt type: `chatml` |
|
|
|
- Prompt string |
|
|
|
```text |
|
<|im_start|>system |
|
{system_message}<|im_end|> |
|
<|im_start|>user |
|
{prompt}<|im_end|> |
|
<|im_start|>assistant |
|
``` |
|
|
|
- Context size: `131072` |
|
|
|
- Run as LlamaEdge service |
|
|
|
```bash |
|
wasmedge --dir .:. --nn-preload default:GGML:AUTO:Qwen2-7B-Instruct-Q5_K_M.gguf \ |
|
llama-api-server.wasm \ |
|
--model-name Qwen2-7B-Instruct \ |
|
--prompt-template chatml \ |
|
--ctx-size 131072 |
|
``` |
|
|
|
- Run as LlamaEdge command app |
|
|
|
```bash |
|
wasmedge --dir .:. --nn-preload default:GGML:AUTO:Qwen2-7B-Instruct-Q5_K_M.gguf \ |
|
llama-chat.wasm \ |
|
--prompt-template chatml \ |
|
--ctx-size 131072 |
|
``` |
|
|
|
## Quantized GGUF Models |
|
|
|
| Name | Quant method | Bits | Size | Use case | |
|
| ---- | ---- | ---- | ---- | ----- | |
|
| [Qwen2-7B-Instruct-Q2_K.gguf](https://huggingface.co/second-state/Qwen2-7B-Instruct-GGUF/blob/main/Qwen2-7B-Instruct-Q2_K.gguf) | Q2_K | 2 | 3.02 GB| smallest, significant quality loss - not recommended for most purposes | |
|
| [Qwen2-7B-Instruct-Q3_K_L.gguf](https://huggingface.co/second-state/Qwen2-7B-Instruct-GGUF/blob/main/Qwen2-7B-Instruct-Q3_K_L.gguf) | Q3_K_L | 3 | 4.09 GB| small, substantial quality loss | |
|
| [Qwen2-7B-Instruct-Q3_K_M.gguf](https://huggingface.co/second-state/Qwen2-7B-Instruct-GGUF/blob/main/Qwen2-7B-Instruct-Q3_K_M.gguf) | Q3_K_M | 3 | 3.81 GB| very small, high quality loss | |
|
| [Qwen2-7B-Instruct-Q3_K_S.gguf](https://huggingface.co/second-state/Qwen2-7B-Instruct-GGUF/blob/main/Qwen2-7B-Instruct-Q3_K_S.gguf) | Q3_K_S | 3 | 3.49 GB| very small, high quality loss | |
|
| [Qwen2-7B-Instruct-Q4_0.gguf](https://huggingface.co/second-state/Qwen2-7B-Instruct-GGUF/blob/main/Qwen2-7B-Instruct-Q4_0.gguf) | Q4_0 | 4 | 4.43 GB| legacy; small, very high quality loss - prefer using Q3_K_M | |
|
| [Qwen2-7B-Instruct-Q4_K_M.gguf](https://huggingface.co/second-state/Qwen2-7B-Instruct-GGUF/blob/main/Qwen2-7B-Instruct-Q4_K_M.gguf) | Q4_K_M | 4 | 4.68 GB| medium, balanced quality - recommended | |
|
| [Qwen2-7B-Instruct-Q4_K_S.gguf](https://huggingface.co/second-state/Qwen2-7B-Instruct-GGUF/blob/main/Qwen2-7B-Instruct-Q4_K_S.gguf) | Q4_K_S | 4 | 4.46 GB| small, greater quality loss | |
|
| [Qwen2-7B-Instruct-Q5_0.gguf](https://huggingface.co/second-state/Qwen2-7B-Instruct-GGUF/blob/main/Qwen2-7B-Instruct-Q5_0.gguf) | Q5_0 | 5 | 5.32 GB| legacy; medium, balanced quality - prefer using Q4_K_M | |
|
| [Qwen2-7B-Instruct-Q5_K_M.gguf](https://huggingface.co/second-state/Qwen2-7B-Instruct-GGUF/blob/main/Qwen2-7B-Instruct-Q5_K_M.gguf) | Q5_K_M | 5 | 5.44 GB| large, very low quality loss - recommended | |
|
| [Qwen2-7B-Instruct-Q5_K_S.gguf](https://huggingface.co/second-state/Qwen2-7B-Instruct-GGUF/blob/main/Qwen2-7B-Instruct-Q5_K_S.gguf) | Q5_K_S | 5 | 5.32 GB| large, low quality loss - recommended | |
|
| [Qwen2-7B-Instruct-Q6_K.gguf](https://huggingface.co/second-state/Qwen2-7B-Instruct-GGUF/blob/main/Qwen2-7B-Instruct-Q6_K.gguf) | Q6_K | 6 | 6.25 GB| very large, extremely low quality loss | |
|
| [Qwen2-7B-Instruct-Q8_0.gguf](https://huggingface.co/second-state/Qwen2-7B-Instruct-GGUF/blob/main/Qwen2-7B-Instruct-Q8_0.gguf) | Q8_0 | 8 | 8.21 GB| very large, extremely low quality loss - not recommended | |
|
| [Qwen2-7B-Instruct-f16.gguf](https://huggingface.co/second-state/Qwen2-7B-Instruct-GGUF/blob/main/Qwen2-7B-Instruct-f16.gguf) | f16 | 16 | 15.2 GB| | |
|
|
|
*Quantized with llama.cpp b3705* |
|
|
