adameubanks commited on Aug 21, 2025

Commit

382105f

1 Parent(s): 123492d

Fix repository name references and make interactive demo more prominent

Files changed (40) hide show

README.md +8 -4
word2vec-2005/README.md +2 -2
word2vec-2006/README.md +2 -2
word2vec-2007/README.md +2 -2
word2vec-2008/README.md +2 -2
word2vec-2009/README.md +2 -2
word2vec-2010/README.md +2 -2
word2vec-2011/README.md +2 -2
word2vec-2012/README.md +2 -2
word2vec-2013/README.md +2 -2
word2vec-2014/README.md +2 -2
word2vec-2015/README.md +2 -2
word2vec-2016/README.md +2 -2
word2vec-2017/README.md +2 -2
word2vec-2018/README.md +2 -2
word2vec-2019/README.md +2 -2
word2vec-2020/README.md +2 -2
word2vec-2021/README.md +2 -2
word2vec-2022/README.md +2 -2
word2vec-2023/README.md +2 -2
word2vec-2024/README.md +2 -2
word2vec-2025/README.md +2 -2
word2vec_2005.model +0 -3
word2vec_2006.model +0 -3
word2vec_2007.model +0 -3
word2vec_2008.model +0 -3
word2vec_2009.model +0 -3
word2vec_2010.model +0 -3
word2vec_2011.model +0 -3
word2vec_2012.model +0 -3
word2vec_2013.model +0 -3
word2vec_2014.model +0 -3
word2vec_2015.model +0 -3
word2vec_2016.model +0 -3
word2vec_2017.model +0 -3
word2vec_2018.model +0 -3
word2vec_2019.model +0 -3
word2vec_2020.model +0 -3
word2vec_2021.model +0 -3
word2vec_2022.model +0 -3

README.md CHANGED Viewed

@@ -98,13 +98,17 @@ for year in years:
     print(f"{year}: {[w for w, s in similar]}")
 ```
-## Interactive Demo
-Explore temporal embeddings at: **[https://adameubanks.github.io/embeddings-over-time/](https://adameubanks.github.io/embeddings-over-time/)**
 ## Model Cards
-Individual model cards available for each year (2005-2025) at: [https://huggingface.co/adameubanks/yearly-word2vec](https://huggingface.co/adameubanks/yearly-word2vec)
 ## Research Applications
@@ -119,7 +123,7 @@ If you use these models in your research, please cite:
   title={Yearly Word2Vec Embeddings: Language Evolution from 2005-2025},
   author={Adam Eubanks},
   year={2025},
-  url={https://huggingface.co/adameubanks/yearly-word2vec},
   note={Trained on FineWeb dataset with single-year segmentation}
 }
 ```

     print(f"{year}: {[w for w, s in similar]}")
 ```
+## 🚀 Interactive Demo
+**Explore temporal embeddings interactively!**
+**[https://adameubanks.github.io/embeddings-over-time/](https://adameubanks.github.io/embeddings-over-time/)**
+Compare how word meanings evolved across different years with our interactive visualization tool.
 ## Model Cards
+Individual model cards available for each year (2005-2025) at: [https://huggingface.co/adameubanks/YearlyWord2Vec](https://huggingface.co/adameubanks/YearlyWord2Vec)
 ## Research Applications
   title={Yearly Word2Vec Embeddings: Language Evolution from 2005-2025},
   author={Adam Eubanks},
   year={2025},
+  url={https://huggingface.co/adameubanks/YearlyWord2Vec},
   note={Trained on FineWeb dataset with single-year segmentation}
 }
 ```

word2vec-2005/README.md CHANGED Viewed

@@ -146,7 +146,7 @@ Web articles only, temporal bias for 2005, 50k vocabulary limit, English languag
   title={Word2Vec 2005: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
-  url={https://huggingface.co/adameubanks/yearly-word2vec/word2vec-2005},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
@@ -165,7 +165,7 @@ Web articles only, temporal bias for 2005, 50k vocabulary limit, English languag
 ## Related Models
-This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/yearly-word2vec) covering 2005-2025.
 ## Interactive Demo

   title={Word2Vec 2005: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
+  url={https://huggingface.co/adameubanks/YearlyWord2Vec/word2vec-2005},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
 ## Related Models
+This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/YearlyWord2Vec) covering 2005-2025.
 ## Interactive Demo

word2vec-2006/README.md CHANGED Viewed

@@ -146,7 +146,7 @@ Web articles only, temporal bias for 2006, 50k vocabulary limit, English languag
   title={Word2Vec 2006: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
-  url={https://huggingface.co/adameubanks/yearly-word2vec/word2vec-2006},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
@@ -165,7 +165,7 @@ Web articles only, temporal bias for 2006, 50k vocabulary limit, English languag
 ## Related Models
-This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/yearly-word2vec) covering 2005-2025.
 ## Interactive Demo

   title={Word2Vec 2006: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
+  url={https://huggingface.co/adameubanks/YearlyWord2Vec/word2vec-2006},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
 ## Related Models
+This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/YearlyWord2Vec) covering 2005-2025.
 ## Interactive Demo

word2vec-2007/README.md CHANGED Viewed

@@ -146,7 +146,7 @@ Web articles only, temporal bias for 2007, 50k vocabulary limit, English languag
   title={Word2Vec 2007: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
-  url={https://huggingface.co/adameubanks/yearly-word2vec/word2vec-2007},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
@@ -165,7 +165,7 @@ Web articles only, temporal bias for 2007, 50k vocabulary limit, English languag
 ## Related Models
-This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/yearly-word2vec) covering 2005-2025.
 ## Interactive Demo

   title={Word2Vec 2007: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
+  url={https://huggingface.co/adameubanks/YearlyWord2Vec/word2vec-2007},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
 ## Related Models
+This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/YearlyWord2Vec) covering 2005-2025.
 ## Interactive Demo

word2vec-2008/README.md CHANGED Viewed

@@ -146,7 +146,7 @@ Web articles only, temporal bias for 2008, 50k vocabulary limit, English languag
   title={Word2Vec 2008: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
-  url={https://huggingface.co/adameubanks/yearly-word2vec/word2vec-2008},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
@@ -165,7 +165,7 @@ Web articles only, temporal bias for 2008, 50k vocabulary limit, English languag
 ## Related Models
-This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/yearly-word2vec) covering 2005-2025.
 ## Interactive Demo

   title={Word2Vec 2008: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
+  url={https://huggingface.co/adameubanks/YearlyWord2Vec/word2vec-2008},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
 ## Related Models
+This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/YearlyWord2Vec) covering 2005-2025.
 ## Interactive Demo

word2vec-2009/README.md CHANGED Viewed

@@ -146,7 +146,7 @@ Web articles only, temporal bias for 2009, 50k vocabulary limit, English languag
   title={Word2Vec 2009: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
-  url={https://huggingface.co/adameubanks/yearly-word2vec/word2vec-2009},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
@@ -165,7 +165,7 @@ Web articles only, temporal bias for 2009, 50k vocabulary limit, English languag
 ## Related Models
-This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/yearly-word2vec) covering 2005-2025.
 ## Interactive Demo

   title={Word2Vec 2009: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
+  url={https://huggingface.co/adameubanks/YearlyWord2Vec/word2vec-2009},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
 ## Related Models
+This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/YearlyWord2Vec) covering 2005-2025.
 ## Interactive Demo

word2vec-2010/README.md CHANGED Viewed

@@ -146,7 +146,7 @@ Web articles only, temporal bias for 2010, 50k vocabulary limit, English languag
   title={Word2Vec 2010: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
-  url={https://huggingface.co/adameubanks/yearly-word2vec/word2vec-2010},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
@@ -165,7 +165,7 @@ Web articles only, temporal bias for 2010, 50k vocabulary limit, English languag
 ## Related Models
-This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/yearly-word2vec) covering 2005-2025.
 ## Interactive Demo

   title={Word2Vec 2010: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
+  url={https://huggingface.co/adameubanks/YearlyWord2Vec/word2vec-2010},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
 ## Related Models
+This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/YearlyWord2Vec) covering 2005-2025.
 ## Interactive Demo

word2vec-2011/README.md CHANGED Viewed

@@ -146,7 +146,7 @@ Web articles only, temporal bias for 2011, 50k vocabulary limit, English languag
   title={Word2Vec 2011: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
-  url={https://huggingface.co/adameubanks/yearly-word2vec/word2vec-2011},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
@@ -165,7 +165,7 @@ Web articles only, temporal bias for 2011, 50k vocabulary limit, English languag
 ## Related Models
-This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/yearly-word2vec) covering 2005-2025.
 ## Interactive Demo

   title={Word2Vec 2011: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
+  url={https://huggingface.co/adameubanks/YearlyWord2Vec/word2vec-2011},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
 ## Related Models
+This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/YearlyWord2Vec) covering 2005-2025.
 ## Interactive Demo

word2vec-2012/README.md CHANGED Viewed

@@ -146,7 +146,7 @@ Web articles only, temporal bias for 2012, 50k vocabulary limit, English languag
   title={Word2Vec 2012: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
-  url={https://huggingface.co/adameubanks/yearly-word2vec/word2vec-2012},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
@@ -165,7 +165,7 @@ Web articles only, temporal bias for 2012, 50k vocabulary limit, English languag
 ## Related Models
-This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/yearly-word2vec) covering 2005-2025.
 ## Interactive Demo

   title={Word2Vec 2012: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
+  url={https://huggingface.co/adameubanks/YearlyWord2Vec/word2vec-2012},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
 ## Related Models
+This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/YearlyWord2Vec) covering 2005-2025.
 ## Interactive Demo

word2vec-2013/README.md CHANGED Viewed

@@ -146,7 +146,7 @@ Web articles only, temporal bias for 2013, 50k vocabulary limit, English languag
   title={Word2Vec 2013: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
-  url={https://huggingface.co/adameubanks/yearly-word2vec/word2vec-2013},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
@@ -165,7 +165,7 @@ Web articles only, temporal bias for 2013, 50k vocabulary limit, English languag
 ## Related Models
-This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/yearly-word2vec) covering 2005-2025.
 ## Interactive Demo

   title={Word2Vec 2013: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
+  url={https://huggingface.co/adameubanks/YearlyWord2Vec/word2vec-2013},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
 ## Related Models
+This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/YearlyWord2Vec) covering 2005-2025.
 ## Interactive Demo

word2vec-2014/README.md CHANGED Viewed

@@ -146,7 +146,7 @@ Web articles only, temporal bias for 2014, 50k vocabulary limit, English languag
   title={Word2Vec 2014: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
-  url={https://huggingface.co/adameubanks/yearly-word2vec/word2vec-2014},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
@@ -165,7 +165,7 @@ Web articles only, temporal bias for 2014, 50k vocabulary limit, English languag
 ## Related Models
-This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/yearly-word2vec) covering 2005-2025.
 ## Interactive Demo

   title={Word2Vec 2014: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
+  url={https://huggingface.co/adameubanks/YearlyWord2Vec/word2vec-2014},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
 ## Related Models
+This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/YearlyWord2Vec) covering 2005-2025.
 ## Interactive Demo

word2vec-2015/README.md CHANGED Viewed

@@ -146,7 +146,7 @@ Web articles only, temporal bias for 2015, 50k vocabulary limit, English languag
   title={Word2Vec 2015: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
-  url={https://huggingface.co/adameubanks/yearly-word2vec/word2vec-2015},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
@@ -165,7 +165,7 @@ Web articles only, temporal bias for 2015, 50k vocabulary limit, English languag
 ## Related Models
-This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/yearly-word2vec) covering 2005-2025.
 ## Interactive Demo

   title={Word2Vec 2015: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
+  url={https://huggingface.co/adameubanks/YearlyWord2Vec/word2vec-2015},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
 ## Related Models
+This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/YearlyWord2Vec) covering 2005-2025.
 ## Interactive Demo

word2vec-2016/README.md CHANGED Viewed

@@ -146,7 +146,7 @@ Web articles only, temporal bias for 2016, 50k vocabulary limit, English languag
   title={Word2Vec 2016: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
-  url={https://huggingface.co/adameubanks/yearly-word2vec/word2vec-2016},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
@@ -165,7 +165,7 @@ Web articles only, temporal bias for 2016, 50k vocabulary limit, English languag
 ## Related Models
-This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/yearly-word2vec) covering 2005-2025.
 ## Interactive Demo

   title={Word2Vec 2016: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
+  url={https://huggingface.co/adameubanks/YearlyWord2Vec/word2vec-2016},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
 ## Related Models
+This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/YearlyWord2Vec) covering 2005-2025.
 ## Interactive Demo

word2vec-2017/README.md CHANGED Viewed

@@ -146,7 +146,7 @@ Web articles only, temporal bias for 2017, 50k vocabulary limit, English languag
   title={Word2Vec 2017: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
-  url={https://huggingface.co/adameubanks/yearly-word2vec/word2vec-2017},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
@@ -165,7 +165,7 @@ Web articles only, temporal bias for 2017, 50k vocabulary limit, English languag
 ## Related Models
-This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/yearly-word2vec) covering 2005-2025.
 ## Interactive Demo

   title={Word2Vec 2017: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
+  url={https://huggingface.co/adameubanks/YearlyWord2Vec/word2vec-2017},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
 ## Related Models
+This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/YearlyWord2Vec) covering 2005-2025.
 ## Interactive Demo

word2vec-2018/README.md CHANGED Viewed

@@ -146,7 +146,7 @@ Web articles only, temporal bias for 2018, 50k vocabulary limit, English languag
   title={Word2Vec 2018: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
-  url={https://huggingface.co/adameubanks/yearly-word2vec/word2vec-2018},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
@@ -165,7 +165,7 @@ Web articles only, temporal bias for 2018, 50k vocabulary limit, English languag
 ## Related Models
-This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/yearly-word2vec) covering 2005-2025.
 ## Interactive Demo

   title={Word2Vec 2018: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
+  url={https://huggingface.co/adameubanks/YearlyWord2Vec/word2vec-2018},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
 ## Related Models
+This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/YearlyWord2Vec) covering 2005-2025.
 ## Interactive Demo

word2vec-2019/README.md CHANGED Viewed

@@ -146,7 +146,7 @@ Web articles only, temporal bias for 2019, 50k vocabulary limit, English languag
   title={Word2Vec 2019: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
-  url={https://huggingface.co/adameubanks/yearly-word2vec/word2vec-2019},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
@@ -165,7 +165,7 @@ Web articles only, temporal bias for 2019, 50k vocabulary limit, English languag
 ## Related Models
-This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/yearly-word2vec) covering 2005-2025.
 ## Interactive Demo

   title={Word2Vec 2019: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
+  url={https://huggingface.co/adameubanks/YearlyWord2Vec/word2vec-2019},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
 ## Related Models
+This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/YearlyWord2Vec) covering 2005-2025.
 ## Interactive Demo

word2vec-2020/README.md CHANGED Viewed

@@ -146,7 +146,7 @@ Web articles only, temporal bias for 2020, 50k vocabulary limit, English languag
   title={Word2Vec 2020: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
-  url={https://huggingface.co/adameubanks/yearly-word2vec/word2vec-2020},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
@@ -165,7 +165,7 @@ Web articles only, temporal bias for 2020, 50k vocabulary limit, English languag
 ## Related Models
-This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/yearly-word2vec) covering 2005-2025.
 ## Interactive Demo

   title={Word2Vec 2020: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
+  url={https://huggingface.co/adameubanks/YearlyWord2Vec/word2vec-2020},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
 ## Related Models
+This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/YearlyWord2Vec) covering 2005-2025.
 ## Interactive Demo

word2vec-2021/README.md CHANGED Viewed

@@ -146,7 +146,7 @@ Web articles only, temporal bias for 2021, 50k vocabulary limit, English languag
   title={Word2Vec 2021: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
-  url={https://huggingface.co/adameubanks/yearly-word2vec/word2vec-2021},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
@@ -165,7 +165,7 @@ Web articles only, temporal bias for 2021, 50k vocabulary limit, English languag
 ## Related Models
-This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/yearly-word2vec) covering 2005-2025.
 ## Interactive Demo

   title={Word2Vec 2021: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
+  url={https://huggingface.co/adameubanks/YearlyWord2Vec/word2vec-2021},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
 ## Related Models
+This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/YearlyWord2Vec) covering 2005-2025.
 ## Interactive Demo

word2vec-2022/README.md CHANGED Viewed

@@ -146,7 +146,7 @@ Web articles only, temporal bias for 2022, 50k vocabulary limit, English languag
   title={Word2Vec 2022: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
-  url={https://huggingface.co/adameubanks/yearly-word2vec/word2vec-2022},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
@@ -165,7 +165,7 @@ Web articles only, temporal bias for 2022, 50k vocabulary limit, English languag
 ## Related Models
-This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/yearly-word2vec) covering 2005-2025.
 ## Interactive Demo

   title={Word2Vec 2022: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
+  url={https://huggingface.co/adameubanks/YearlyWord2Vec/word2vec-2022},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
 ## Related Models
+This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/YearlyWord2Vec) covering 2005-2025.
 ## Interactive Demo

word2vec-2023/README.md CHANGED Viewed

@@ -146,7 +146,7 @@ Web articles only, temporal bias for 2023, 50k vocabulary limit, English languag
   title={Word2Vec 2023: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
-  url={https://huggingface.co/adameubanks/yearly-word2vec/word2vec-2023},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
@@ -165,7 +165,7 @@ Web articles only, temporal bias for 2023, 50k vocabulary limit, English languag
 ## Related Models
-This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/yearly-word2vec) covering 2005-2025.
 ## Interactive Demo

   title={Word2Vec 2023: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
+  url={https://huggingface.co/adameubanks/YearlyWord2Vec/word2vec-2023},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
 ## Related Models
+This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/YearlyWord2Vec) covering 2005-2025.
 ## Interactive Demo

word2vec-2024/README.md CHANGED Viewed

@@ -146,7 +146,7 @@ Web articles only, temporal bias for 2024, 50k vocabulary limit, English languag
   title={Word2Vec 2024: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
-  url={https://huggingface.co/adameubanks/yearly-word2vec/word2vec-2024},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
@@ -165,7 +165,7 @@ Web articles only, temporal bias for 2024, 50k vocabulary limit, English languag
 ## Related Models
-This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/yearly-word2vec) covering 2005-2025.
 ## Interactive Demo

   title={Word2Vec 2024: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
+  url={https://huggingface.co/adameubanks/YearlyWord2Vec/word2vec-2024},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
 ## Related Models
+This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/YearlyWord2Vec) covering 2005-2025.
 ## Interactive Demo

word2vec-2025/README.md CHANGED Viewed

@@ -146,7 +146,7 @@ Web articles only, temporal bias for 2025, 50k vocabulary limit, English languag
   title={Word2Vec 2025: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
-  url={https://huggingface.co/adameubanks/yearly-word2vec/word2vec-2025},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
@@ -165,7 +165,7 @@ Web articles only, temporal bias for 2025, 50k vocabulary limit, English languag
 ## Related Models
-This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/yearly-word2vec) covering 2005-2025.
 ## Interactive Demo

   title={Word2Vec 2025: Yearly Language Model from FineWeb Dataset},
   author={Adam Eubanks},
   year={2025},
+  url={https://huggingface.co/adameubanks/YearlyWord2Vec/word2vec-2025},
   note={Part of yearly embedding collection 2005-2025}
 }
 ```
 ## Related Models
+This model is part of the [Yearly Word2Vec Collection](https://huggingface.co/adameubanks/YearlyWord2Vec) covering 2005-2025.
 ## Interactive Demo

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