Update README.md

README.md

@@ -10,7 +10,7 @@ pinned: false
 MTEB is a Python framework for evaluating embeddings and retrieval systems for both text and image. 
 MTEB covers more than 1000 languages and diverse tasks, from classics like classification and clustering to use-case specialized tasks such as legal, code, or healthcare retrieval.  
 
-You can get started using [`mteb`](https://github.com/embeddings-benchmark/mteb), check out our [documentation](https://embeddings-benchmark.github.io/mteb/usage/get_started/).
+You can get started using [`mteb`](https://github.com/embeddings-benchmark/mteb).
 
 | Overview                       |                                                                                      |
 |--------------------------------|--------------------------------------------------------------------------------------|
@@ -31,12 +31,12 @@ You can get started using [`mteb`](https://github.com/embeddings-benchmark/mteb)
 | 👩‍💻 [Adding a benchmark]        | How to add a new benchmark to MTEB and to the leaderboard                            |
 | 🤝 [Contributing]              | How to contribute to MTEB and set it up for development                              |
 
-[Get Started]: https://embeddings-benchmark.github.io/mteb/usage/get_started/
-[Defining Models]: https://embeddings-benchmark.github.io/mteb/usage/defining_the_model/
-[Selecting tasks]: https://embeddings-benchmark.github.io/mteb/usage/selecting_tasks/
-[Running Evaluation]: https://embeddings-benchmark.github.io/mteb/usage/running_the_evaluation/
-[Loading Results]: https://embeddings-benchmark.github.io/mteb/usage/loading_results/
-[Tasks]: https://embeddings-benchmark.github.io/mteb/overview/available_tasks/any2anymultilingualretrieval/
+[Get Started]: https://embeddings-benchmark.github.io/mteb/
+[Defining Models]: https://embeddings-benchmark.github.io/mteb/get_started/usage/defining_the_model/
+[Selecting tasks]: https://embeddings-benchmark.github.io/mteb/get_started/usage/selecting_tasks/
+[Running Evaluation]: https://embeddings-benchmark.github.io/mteb/get_started/usage/running_the_evaluation/
+[Loading Results]: https://embeddings-benchmark.github.io/mteb/get_started/usage/loading_results/
+[Tasks]: https://embeddings-benchmark.github.io/mteb/overview/available_tasks/retrieval/
 [Benchmarks]: https://embeddings-benchmark.github.io/mteb/overview/available_benchmarks/
 [Models]: https://embeddings-benchmark.github.io/mteb/overview/available_models/text/
 [Contributing]: https://embeddings-benchmark.github.io/mteb/CONTRIBUTING/