PinnedBenjamin MarieinTowards Data ScienceMistral 7B: Recipes for Fine-tuning and Quantization on Your ComputerCheap supervised fine-tuning with an impressive LLMOct 26, 20234Oct 26, 20234
PinnedBenjamin MarieinTowards Data ScienceRun Mixtral-8x7B on Consumer Hardware with Expert OffloadingFinding the right trade-off between memory usage and inference speedJan 113Jan 113
Benjamin MarieQ-GaLore: Train LLMs from Scratch with a 16 GB GPUGaLore but with quantization9h ago9h ago
Benjamin MarieData Contamination for LLM Code Benchmarking, Can We Avoid It?Probably not, but we can try.2d ago2d ago
Benjamin MarieFine-tune Gemma 2 on Your Computer with LoRA and QLoRAUsing Hugging Face libraries and Unsloth5d ago15d ago1
Benjamin MarieIs Quantization Bad for Multilingual LLMs?Yes, according to a new study by Cohere!6d ago6d ago
Benjamin MarieinTowards Data ScienceAutoRound: Accurate Low-bit Quantization for LLMsBetween quantization-aware training and post-training quantizationJun 29Jun 29