How to train a reasoning model, specifically Magistral from Mistral AI? Here is a quick video walkthrough of the paper.

Check out the full paper here:

Which Machine Learning model can beat the market? Check out this post on my free Substack where I share code and commentary for several strategies that beat passively holding a tech stock.

@MistralAI Thank you for this free and amazing content. How many GPUs did you use approximately?

@MistralAI thanks love the walkthrough

@MistralAI @sophiamyang Thanks for sharing. 🙏🙏

@MistralAI Nice thank you. But do you ever rest after the vivatech rush week ^^

@MistralAI Very helpful, thank you, and I've missed watching your videos Sophia!

@MistralAI Magistral is a fascinating shift RLHF without the H. Pure RL via GRPO from scratch no distillation no pretraining on reasoning traces and yet it outperforms most models trained the usual way. shows how far reward shaping and architectural tuning can take us.

@MistralAI skip the walkthrough, buy the drop

@MistralAI Nice

@MistralAI Could you make a yt channel? Videos are super helpful ngl 😭