diff --git a/.gitmodules b/.gitmodules
index de274c0..959b773 100644
--- a/.gitmodules
+++ b/.gitmodules
@@ -1,3 +1,4 @@
[submodule "themes/FixIt"]
path = themes/FixIt
url = https://github.com/hugo-fixit/FixIt.git
+ branch = dev
\ No newline at end of file
diff --git a/README.md b/README.md
index 254f651..08d37f6 100644
--- a/README.md
+++ b/README.md
@@ -10,13 +10,20 @@ Clone the repository:
git clone https://github.com/JamesFlare1212/FlareBlog.git
```
-install hugo:
+Then, install Hugo.
+For Linux:
```bash
-apt install hugo
+wget https://github.com/gohugoio/hugo/releases/download/v0.122.0/hugo_extended_0.122.0_linux-amd64.deb
+dpkg -i hugo_extended_0.122.0_linux-amd64.deb
```
-Run the server:
+For MacOS:
+```bash
+brew install hugo
+```
+
+Server the blog locally:
```bash
cd FlareBlog
diff --git a/content/en/posts/llama-cpp/compare-quantization-type/index.md b/content/en/posts/llama-cpp/compare-quantization-type/index.md
index 91f1b71..dab62c5 100644
--- a/content/en/posts/llama-cpp/compare-quantization-type/index.md
+++ b/content/en/posts/llama-cpp/compare-quantization-type/index.md
@@ -113,95 +113,30 @@ To help us compare the quantization types, I made a table to show the size and p
| Q6\_K | 5.15G | +0.0008 | @ LLaMA-v1-7B |
| Q8\_0 | 6.70G | +0.0004 | @ LLaMA-v1-7B |
-To help us understand the relationship between size and ppl change, I made a scatter plot to show the relationship.
+To help us understand the relationship between size and ppl change, I made a quadrant chart to show the relationship.
-{{< echarts >}}
-{
- "title": {
- "text": "ppl Change vs Size",
- "top": "2%",
- "left": "center"
- },
- "xAxis": {
- "name": "Size (GB)",
- "nameLocation": "middle",
- "nameGap": 30
- },
- "yAxis": {
- "name": "ppl Change",
- "nameLocation": "middle",
- "nameGap": 40
- },
- "series": [
- {
- "symbolSize": 10,
- "data": [
- {
- "name": "Q2_K",
- "value": [2.63, 0.6717]
- },
- {
- "name": "Q3_K_S",
- "value": [2.75, 0.5551]
- },
- {
- "name": "Q3_K_M",
- "value": [3.07, 0.2496]
- },
- {
- "name": "Q3_K_L",
- "value": [3.35, 0.1764]
- },
- {
- "name": "Q4_0",
- "value": [3.56, 0.2166]
- },
- {
- "name": "Q4_K_S",
- "value": [3.59, 0.0992]
- },
- {
- "name": "Q4_K_M",
- "value": [3.80, 0.0532]
- },
- {
- "name": "Q4_1",
- "value": [3.90, 0.1585]
- },
- {
- "name": "Q5_0",
- "value": [4.33, 0.0683]
- },
- {
- "name": "Q5_K_S",
- "value": [4.33, 0.0400]
- },
- {
- "name": "Q5_1",
- "value": [4.70, 0.0349]
- },
- {
- "name": "Q5_K_M",
- "value": [4.45, 0.0122]
- },
- {
- "name": "Q6_K",
- "value": [5.15, 0.0008]
- },
- {
- "name": "Q8_0",
- "value": [6.70, 0.0004]
- }
- ],
- "type": "scatter"
- }
- ],
- "tooltip": {
- "trigger": "item",
- "formatter": "Q Type: {b}
Data: {c}"
- }
-}
-{{< /echarts >}}
+```mermaid
+quadrantChart
+ title Size vs Perplexity Change
+ x-axis Small Size --> Large Size
+ y-axis Small Perplexity Change --> Large Perplexity Change
+ quadrant-1 Worst model
+ quadrant-2 High potential
+ quadrant-3 Best models
+ quadrant-4 Low priority
+ Q3_K_M: [0.05, 0.95]
+ Q3_K_L: [0.1, 0.8]
+ Q4_0: [0.15, 0.85]
+ Q4_K_S: [0.2, 0.55]
+ Q4_K_M: [0.25, 0.4]
+ Q4_1: [0.3, 0.7]
+ Q5_0: [0.4, 0.45]
+ Q5_K_S: [0.4, 0.35]
+ Q5_1: [0.5, 0.3]
+ Q5_K_M: [0.45, 0.2]
+ Q6_K: [0.7, 0.08]
+ Q8_0: [0.95, 0.05]
+```
## Summary
diff --git a/content/zh-cn/posts/llama-cpp/compare-quantization-type/index.md b/content/zh-cn/posts/llama-cpp/compare-quantization-type/index.md
index ec630be..06f4f85 100644
--- a/content/zh-cn/posts/llama-cpp/compare-quantization-type/index.md
+++ b/content/zh-cn/posts/llama-cpp/compare-quantization-type/index.md
@@ -113,95 +113,30 @@ Allowed quantization types:
| Q6\_K | 5.15G | +0.0008 | @ LLaMA-v1-7B |
| Q8\_0 | 6.70G | +0.0004 | @ LLaMA-v1-7B |
-为了帮助我们理解大小和 ppl 变化之间的关系，我制作了一个散点图来显示这种关系。
+为了帮助我们理解大小和 ppl 变化之间的关系，我制作了一个象限图来显示这种关系。
-{{< echarts >}}
-{
- "title": {
- "text": "ppl 变化 vs 大小",
- "top": "2%",
- "left": "center"
- },
- "xAxis": {
- "name": "大小 (GB)",
- "nameLocation": "middle",
- "nameGap": 30
- },
- "yAxis": {
- "name": "ppl 变化",
- "nameLocation": "middle",
- "nameGap": 40
- },
- "series": [
- {
- "symbolSize": 10,
- "data": [
- {
- "name": "Q2_K",
- "value": [2.63, 0.6717]
- },
- {
- "name": "Q3_K_S",
- "value": [2.75, 0.5551]
- },
- {
- "name": "Q3_K_M",
- "value": [3.07, 0.2496]
- },
- {
- "name": "Q3_K_L",
- "value": [3.35, 0.1764]
- },
- {
- "name": "Q4_0",
- "value": [3.56, 0.2166]
- },
- {
- "name": "Q4_K_S",
- "value": [3.59, 0.0992]
- },
- {
- "name": "Q4_K_M",
- "value": [3.80, 0.0532]
- },
- {
- "name": "Q4_1",
- "value": [3.90, 0.1585]
- },
- {
- "name": "Q5_0",
- "value": [4.33, 0.0683]
- },
- {
- "name": "Q5_K_S",
- "value": [4.33, 0.0400]
- },
- {
- "name": "Q5_1",
- "value": [4.70, 0.0349]
- },
- {
- "name": "Q5_K_M",
- "value": [4.45, 0.0122]
- },
- {
- "name": "Q6_K",
- "value": [5.15, 0.0008]
- },
- {
- "name": "Q8_0",
- "value": [6.70, 0.0004]
- }
- ],
- "type": "scatter"
- }
- ],
- "tooltip": {
- "trigger": "item",
- "formatter": "Q Type: {b}
Data: {c}"
- }
-}
-{{< /echarts >}}
+```mermaid
+quadrantChart
+ title 大小与困惑度变化对比
+ x-axis "体积小" --> "体积大"
+ y-axis "困惑度小" --> "困惑度大"
+ quadrant-1 "最差模型"
+ quadrant-2 "有潜力"
+ quadrant-3 "最佳模型"
+ quadrant-4 "低优先级"
+ Q3_K_M: [0.05, 0.95]
+ Q3_K_L: [0.1, 0.8]
+ Q4_0: [0.15, 0.85]
+ Q4_K_S: [0.2, 0.55]
+ Q4_K_M: [0.25, 0.4]
+ Q4_1: [0.3, 0.7]
+ Q5_0: [0.4, 0.45]
+ Q5_K_S: [0.4, 0.35]
+ Q5_1: [0.5, 0.3]
+ Q5_K_M: [0.45, 0.2]
+ Q6_K: [0.7, 0.08]
+ Q8_0: [0.95, 0.05]
+```
## 总结
diff --git a/themes/FixIt b/themes/FixIt
index c9af0b9..3df577c 160000
--- a/themes/FixIt
+++ b/themes/FixIt
@@ -1 +1 @@
-Subproject commit c9af0b9018ffb87b59b3295ca740be54682d08ab
+Subproject commit 3df577cb0d7c4113d6758665f6caf016e53c543b