Papers in Focus 2025 09 09 EN

How LLMs memorize information! Check out the Starcoder Memorization space by Mithril Security and the notebook so you can look for LLM memorization on your own (assuming you have access to the training data). #largelanguagemodels #security #mithrilsecurity #memorization #rajistics StarCoder Memorization Checker: https://huggingface.co/spaces/mithril-security/starcoder_memorization_checker Notebook: https://colab.research.google.com/drive/1YaaPOXzodEAc4JXboa12gN5zdlzy5XaR?usp=sharing

There are lots of open-source code assistant tools. Starcoder is the best known, but many people are training and fine-tuning their own models. #machinelearning #bigcode #starcoder #copilot #textgenerationinference #sqlcoder #tabby #refact Big Code Leaderboard: https://huggingface.co/spaces/bigcode/bigcode-models-leaderboard SQLCoder: https://github.com/defog-ai/sqlcoder StarCoder: https://huggingface.co/bigcode/starcoder Text Generation Inference: https://github.com/huggingface/text-generation-