Update dataset card: fix languages (am → es), add experiments link

README.md

@@ -4,7 +4,7 @@ task_categories:
   - text-generation
 language:
   - zh
-  - am
+  - es
   - ur
 tags:
   - code
@@ -18,7 +18,7 @@ pretty_name: Language Decoded Community
 
 # Language Decoded — Community Code
 
-A dataset of Python code written by native speakers using [Legesher](https://github.com/Legesher/legesher) translated keywords in their own language. Unlike the transpiled datasets in [language-decoded-data](https://huggingface.co/datasets/Legesher/language-decoded-data), this code is **human-authored** — written naturally by people thinking and coding in their native language.
+A dataset of Python code written by native speakers using [Legesher](https://github.com/legesher/legesher) translated keywords in their own language. Unlike the transpiled datasets in [language-decoded-data](https://huggingface.co/datasets/legesher/language-decoded-data), this code is **human-authored** — written naturally by people thinking and coding in their native language.
 
 ## Purpose
 
@@ -36,7 +36,7 @@ language-decoded-community/
 ├── zh/          (Chinese)
 │   ├── tier-1/  (basic exercises)
 │   └── tier-2/  (intermediate exercises)
-├── am/          (Amharic)
+├── es/          (Spanish)
 │   ├── tier-1/
 │   └── tier-2/
 ├── ur/          (Urdu)
@@ -52,7 +52,7 @@ We welcome code submissions from native speakers of any language supported by Le
 ### Submission Requirements
 
 1. **Valid Python** — your code must parse without syntax errors
-2. **Uses Legesher keywords** — write using your language's translated keywords (see [supported languages](https://github.com/Legesher/legesher))
+2. **Uses Legesher keywords** — write using your language's translated keywords (see [supported languages](https://github.com/legesher/legesher))
 3. **Include a metadata header** at the top of each file:
 
 ```python
@@ -73,7 +73,7 @@ We welcome code submissions from native speakers of any language supported by Le
 ```bash
 pip install huggingface_hub
 huggingface-cli login
-huggingface-cli upload Legesher/language-decoded-community ./my_code.py zh/tier-1/my_code.py --repo-type dataset
+huggingface-cli upload legesher/language-decoded-community ./my_code.py zh/tier-1/my_code.py --repo-type dataset
 ```
 
 ### Exercise Tiers
@@ -89,18 +89,19 @@ huggingface-cli upload Legesher/language-decoded-community ./my_code.py zh/tier-
 from datasets import load_dataset
 
 # Load all submissions
-ds = load_dataset("Legesher/language-decoded-community")
+ds = load_dataset("legesher/language-decoded-community")
 
 # Load a specific language
-ds = load_dataset("Legesher/language-decoded-community", data_dir="zh")
+ds = load_dataset("legesher/language-decoded-community", data_dir="zh")
 ```
 
 ## Related Resources
 
-- **Transpiled datasets**: [Legesher/language-decoded-data](https://huggingface.co/datasets/Legesher/language-decoded-data)
-- **Models**: [Legesher/language-decoded-lora](https://huggingface.co/Legesher/language-decoded-lora)
-- **Legesher project**: [github.com/Legesher/legesher](https://github.com/Legesher/legesher)
+- **Transpiled datasets**: [legesher/language-decoded-data](https://huggingface.co/datasets/legesher/language-decoded-data)
+- **Models**: [legesher/language-decoded-lora](https://huggingface.co/legesher/language-decoded-lora)
+- **Experiment tracking**: [legesher/language-decoded-experiments](https://huggingface.co/datasets/legesher/language-decoded-experiments)
+- **Legesher project**: [github.com/legesher/legesher](https://github.com/legesher/legesher)
 
 ## License
 
-Apache 2.0 — all contributions are released under this license.
+Apache 2.0 — all contributions are released under this license.