Update README.md

README.md

@@ -4,44 +4,44 @@ pretty_name: JQL LLMs Multilingual Educational Quality Annotations
 license: odc-by
 source_license: Same as FineWeb2 (see upstream dataset)
 size_categories:
-  - 100K<n<1M
+- 10M<n<100M
 language:
-  - bg
-  - cs
-  - hr
-  - mk
-  - pl
-  - sl
-  - sk
-  - sr
-  - uk
-  - da
-  - de
-  - is
-  - nl
-  - nn
-  - nb
-  - sv
-  - ca
-  - es
-  - fr
-  - ga
-  - gl
-  - it
-  - pt
-  - ro
-  - et
-  - fi
-  - hu
-  - lt
-  - lv
-  - el
-  - mt
-  - tr
-  - sq
-  - eu
-  - hy
-  - en
+- bg
+- cs
+- hr
+- mk
+- pl
+- sl
+- sk
+- sr
+- uk
+- da
+- de
+- is
+- nl
+- nn
+- nb
+- sv
+- ca
+- es
+- fr
+- ga
+- gl
+- it
+- pt
+- ro
+- et
+- fi
+- hu
+- lt
+- lv
+- el
+- mt
+- tr
+- sq
+- eu
+- hy
+- en
 ---
 
 # 📚 JQL Educational Quality Annotations from LLMs
@@ -62,7 +62,7 @@ This dataset provides high-quality LLMs annotations for evaluating the **educati
 
   Includes both high-resource and low-resource languages. Input documents are in their native language, but models were prompted and responded in English.
 
-## Dataset Structure: 🧱
+## 🧱 Dataset Structure: 
 
 | Name             | Description                                         |
 |------------------|-----------------------------------------------------|
@@ -81,7 +81,7 @@ This dataset provides high-quality LLMs annotations for evaluating the **educati
 | edu_score           | Dictionary with per-model aggregated scores (modelname_score), **-1 if a invalid score was generated**   |
 | aggregation | Dictionary with per-model aggregated type (modelname_type), either majority or average       |
 
-## Data Splits: ✂️
+## ✂️ Data Splits: 
 
   This dataset is not pre-split. Users can generate custom splits by:
   - Language
@@ -96,7 +96,7 @@ This dataset provides high-quality LLMs annotations for evaluating the **educati
   - Distillation and teacher-student LLM training
   - Creating filters for noisy web-scale data
 
-## Limitations: ⚠️
+## ⚠️ Limitations: 
 
   - LLM-generated scores, not human-authored
   - Some predictions may be invalid or inconsistent
@@ -135,6 +135,6 @@ This dataset provides high-quality LLMs annotations for evaluating the **educati
 ```
 
 
-## links: 🔗
+## 🔗 Links: 
 - Base Dataset: [FineWeb2](https://huggingface.co/datasets/HuggingFaceFW/fineweb-2)
 - Related Work: [FineWeb2 LLM Judging Section](https://huggingface.co/papers/llm-quality-judging-fineweb2)