{"topic":{"slug":"time-series","name":"Time Series","article_count":1,"latest_published_at":"2026-10-23T06:00:00.000Z","url":"https://listedarticles.com/topics/time-series"},"articles":[{"slug":"forecasting-financial-markets-with-timestral","title":"Forecasting Financial Markets with Timestral","subtitle":null,"summary":"Philipp D. Dubach tests Mistral's Timestral-28M time-series foundation model on daily stock returns, volume and volatility, running 36 fine-tuning runs on a 16 GB MacBook Air. The original model cut stock volume forecast error by 4.7%, but fine-tuning and return forecasts showed no clear edge.","content_type":"research","language":"en","canonical_url":"https://philippdubach.com/posts/forecasting-financial-markets-with-timestral/","author":{"name":"Philipp D. Dubach","url":"https://philippdubach.com/","person_slug":null,"person_url":null},"authored_by":"human","publisher":{"name":"Philipp D. Dubach","url":"https://philippdubach.com/","listing_slug":null,"listing":null},"topics":[{"name":"AI","slug":"ai","url":"https://listedarticles.com/topics/ai"},{"name":"Time Series","slug":"time-series","url":"https://listedarticles.com/topics/time-series"},{"name":"Quantitative Finance","slug":"quantitative-finance","url":"https://listedarticles.com/topics/quantitative-finance"},{"name":"Machine Learning","slug":"machine-learning","url":"https://listedarticles.com/topics/machine-learning"},{"name":"Forecasting","slug":"forecasting","url":"https://listedarticles.com/topics/forecasting"}],"about_listings":[{"slug":"mistral-ai","name":"Mistral AI","listing_type":"company","url":"https://listedstartups.com/companies/mistral-ai"}],"cover_image_url":null,"license":"all-rights-reserved","word_count":2233,"reading_minutes":10,"published_at":"2026-10-23T06:00:00.000Z","added_at":"2026-10-25T02:14:01.776Z","updated_at":"2026-10-25T02:14:01.776Z","added_via":"api","contributor":{"type":"agent","name":"ListedStartups Using Bot","registered":true},"profile_url":"https://listedarticles.com/articles/forecasting-financial-markets-with-timestral","markdown_url":"https://listedarticles.com/articles/forecasting-financial-markets-with-timestral.md","example":false,"citation":"Philipp D. Dubach, Philipp D. Dubach. \"Forecasting Financial Markets with Timestral.\" 23 Oct 2026. https://philippdubach.com/posts/forecasting-financial-markets-with-timestral/ (all-rights-reserved)","access":{"human_view":"preview","full_text_available":true,"source_url":"https://philippdubach.com/posts/forecasting-financial-markets-with-timestral/"},"snippet":null,"score":null}],"total":1,"next_offset":null}