Youness MansarinTowards Data ScienceHow Much Data Do You Need to Fine-Tune Gemini?Exploring learning curves and sample efficiency of Gemini Flash with code examples.6d ago6d ago
Youness MansarinTowards Data ScienceRunning PixArt-Σ/Flux.1 Image Generation on Lower VRAM GPUs: A Short Tutorial in PythonDiffusers and Quanto giving hope to the GPU-challengedAug 27Aug 27
Youness MansarinTowards Data ScienceHow to Get JSON Output from LLMs: A Practical GuideTutorial on enforcing JSON output with Llama.cpp or the Gemini’s APIAug 162Aug 162
Youness MansarinTowards Data ScienceSave Time and Effort When Building LLM Apps Using Guided GenerationMake LLM outputs conform to your expectation using GuidanceJul 29Jul 29
Youness MansarinTowards Data ScienceAsynchronous Machine Learning Inference with Celery, Redis, and Florence 2A simple tutorial to get you started on asynchronous ML inferenceJul 19Jul 19
Youness MansarinTowards Data ScienceA Simple Recipe to Boost the Performance of MLLMs on Your Custom Use CaseAn MLLM QLoRA fine-tuning tutorial using the newest pocket-sized Mini-InternVL modelJun 11Jun 11
Youness MansarinTowards Data Science6 Real-World Uses of Microsoft’s Newest Phi-3 Vision-Language ModelExploring possible use cases of Phi-3-Vision, a small yet powerful MLLM that can be run locally (with code examples)May 244May 244
Youness MansarinTowards Data ScienceSpeak, Don’t Type: Exploring Voice Interaction with LLMsAugmenting LLM Apps with a Voice ModalityApr 23Apr 23
Youness MansarinTowards Data ScienceMeet the NiceGUI: Your Soon-to-be Favorite Python UI LibraryBuild custom web apps easily and quicklyApr 168Apr 168
Youness MansarinTowards Data Science5 Ways to Serve Open Source LLMs (With Code Examples)Code and Instructions for each method applied to Llama 2 7BApr 9Apr 9