Add week10 materials

Author: mryab

README.md

@@ -29,7 +29,7 @@ __This branch corresponds to the ongoing 2023 course. If you want to see full ma
 - [__Week 9:__](./week09_compression) __Efficient model inference__
   - Lecture: Efficient Architectures, Knowledge distillation, Pruning, Quantization, Matrices decompositions.
   - Seminar: Quantization in practice.
-- __Week 10:__ __Optimizing the BLOOM inference API__ by Nicolas Patry, ML Engineer at Hugging Face
+- [__Week 10:__](./week10_invited) __Optimizing the BLOOM inference API__ by [Nicolas Patry](https://github.com/Narsil), Hugging Face
 
 ## Grading
 There will be several home assignments (spread over multiple weeks) on the following topics:

week10_invited/README.md

@@ -0,0 +1,6 @@
+# Week 10: Optimizing the BLOOM inference API (invited talk)
+
+* Lecture: [slides](./slides.pdf)
+
+## Further reading 
+* https://github.com/huggingface/text-generation-inference