update mermaid to 10.x
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JamesFlare1212
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.gitmodules
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.gitmodules
vendored
@@ -1,3 +1,4 @@
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[submodule "themes/FixIt"]
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path = themes/FixIt
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url = https://github.com/hugo-fixit/FixIt.git
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branch = dev
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13
README.md
13
README.md
@@ -10,13 +10,20 @@ Clone the repository:
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git clone https://github.com/JamesFlare1212/FlareBlog.git
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```
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install hugo:
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Then, install Hugo.
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For Linux:
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```bash
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apt install hugo
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wget https://github.com/gohugoio/hugo/releases/download/v0.122.0/hugo_extended_0.122.0_linux-amd64.deb
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dpkg -i hugo_extended_0.122.0_linux-amd64.deb
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```
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Run the server:
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For MacOS:
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```bash
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brew install hugo
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```
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Server the blog locally:
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```bash
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cd FlareBlog
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@@ -113,95 +113,30 @@ To help us compare the quantization types, I made a table to show the size and p
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| Q6\_K | 5.15G | +0.0008 | @ LLaMA-v1-7B |
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| Q8\_0 | 6.70G | +0.0004 | @ LLaMA-v1-7B |
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To help us understand the relationship between size and ppl change, I made a scatter plot to show the relationship.
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To help us understand the relationship between size and ppl change, I made a quadrant chart to show the relationship.
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{{< echarts >}}
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{
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"title": {
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"text": "ppl Change vs Size",
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"top": "2%",
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"left": "center"
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},
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"xAxis": {
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"name": "Size (GB)",
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"nameLocation": "middle",
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"nameGap": 30
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},
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"yAxis": {
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"name": "ppl Change",
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"nameLocation": "middle",
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"nameGap": 40
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},
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"series": [
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{
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"symbolSize": 10,
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"data": [
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{
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"name": "Q2_K",
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"value": [2.63, 0.6717]
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},
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{
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"name": "Q3_K_S",
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"value": [2.75, 0.5551]
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},
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{
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"name": "Q3_K_M",
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"value": [3.07, 0.2496]
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},
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{
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"name": "Q3_K_L",
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"value": [3.35, 0.1764]
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},
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{
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"name": "Q4_0",
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"value": [3.56, 0.2166]
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},
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{
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"name": "Q4_K_S",
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"value": [3.59, 0.0992]
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},
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{
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"name": "Q4_K_M",
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"value": [3.80, 0.0532]
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},
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{
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"name": "Q4_1",
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"value": [3.90, 0.1585]
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},
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{
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"name": "Q5_0",
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"value": [4.33, 0.0683]
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},
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{
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"name": "Q5_K_S",
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"value": [4.33, 0.0400]
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},
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{
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"name": "Q5_1",
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"value": [4.70, 0.0349]
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},
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{
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"name": "Q5_K_M",
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"value": [4.45, 0.0122]
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},
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{
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"name": "Q6_K",
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"value": [5.15, 0.0008]
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},
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{
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"name": "Q8_0",
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"value": [6.70, 0.0004]
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}
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],
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"type": "scatter"
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}
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],
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"tooltip": {
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"trigger": "item",
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"formatter": "Q Type: {b}<br/>Data: {c}"
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}
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}
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{{< /echarts >}}
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```mermaid
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quadrantChart
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title Size vs Perplexity Change
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x-axis Small Size --> Large Size
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y-axis Small Perplexity Change --> Large Perplexity Change
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quadrant-1 Worst model
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quadrant-2 High potential
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quadrant-3 Best models
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quadrant-4 Low priority
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Q3_K_M: [0.05, 0.95]
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Q3_K_L: [0.1, 0.8]
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Q4_0: [0.15, 0.85]
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Q4_K_S: [0.2, 0.55]
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Q4_K_M: [0.25, 0.4]
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Q4_1: [0.3, 0.7]
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Q5_0: [0.4, 0.45]
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Q5_K_S: [0.4, 0.35]
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Q5_1: [0.5, 0.3]
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Q5_K_M: [0.45, 0.2]
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Q6_K: [0.7, 0.08]
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Q8_0: [0.95, 0.05]
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```
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## Summary
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@@ -113,95 +113,30 @@ Allowed quantization types:
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| Q6\_K | 5.15G | +0.0008 | @ LLaMA-v1-7B |
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| Q8\_0 | 6.70G | +0.0004 | @ LLaMA-v1-7B |
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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。
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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。
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{{< echarts >}}
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{
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"title": {
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"text": "ppl 变化 vs 大小",
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"top": "2%",
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"left": "center"
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},
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"xAxis": {
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"name": "大小 (GB)",
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"nameLocation": "middle",
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"nameGap": 30
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},
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"yAxis": {
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"name": "ppl 变化",
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"nameLocation": "middle",
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"nameGap": 40
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},
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"series": [
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{
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"symbolSize": 10,
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"data": [
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{
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"name": "Q2_K",
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"value": [2.63, 0.6717]
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},
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{
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"name": "Q3_K_S",
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"value": [2.75, 0.5551]
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},
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{
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"name": "Q3_K_M",
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"value": [3.07, 0.2496]
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},
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{
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"name": "Q3_K_L",
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"value": [3.35, 0.1764]
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},
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{
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"name": "Q4_0",
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"value": [3.56, 0.2166]
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},
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{
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"name": "Q4_K_S",
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"value": [3.59, 0.0992]
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},
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{
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"name": "Q4_K_M",
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"value": [3.80, 0.0532]
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},
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{
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"name": "Q4_1",
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"value": [3.90, 0.1585]
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},
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{
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"name": "Q5_0",
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"value": [4.33, 0.0683]
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},
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{
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"name": "Q5_K_S",
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"value": [4.33, 0.0400]
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},
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{
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"name": "Q5_1",
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"value": [4.70, 0.0349]
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},
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{
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"name": "Q5_K_M",
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"value": [4.45, 0.0122]
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},
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{
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"name": "Q6_K",
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"value": [5.15, 0.0008]
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},
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{
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"name": "Q8_0",
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"value": [6.70, 0.0004]
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}
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],
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"type": "scatter"
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}
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],
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"tooltip": {
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"trigger": "item",
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"formatter": "Q Type: {b}<br/>Data: {c}"
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}
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}
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{{< /echarts >}}
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```mermaid
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quadrantChart
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title 大小与困惑度变化对比
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x-axis "体积小" --> "体积大"
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y-axis "困惑度小" --> "困惑度大"
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quadrant-1 "最差模型"
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quadrant-2 "有潜力"
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quadrant-3 "最佳模型"
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quadrant-4 "低优先级"
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Q3_K_M: [0.05, 0.95]
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Q3_K_L: [0.1, 0.8]
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Q4_0: [0.15, 0.85]
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Q4_K_S: [0.2, 0.55]
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Q4_K_M: [0.25, 0.4]
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Q4_1: [0.3, 0.7]
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Q5_0: [0.4, 0.45]
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Q5_K_S: [0.4, 0.35]
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Q5_1: [0.5, 0.3]
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Q5_K_M: [0.45, 0.2]
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Q6_K: [0.7, 0.08]
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Q8_0: [0.95, 0.05]
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```
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## 总结
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Submodule themes/FixIt updated: c9af0b9018...3df577cb0d
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