Articles
NER-aware fine-tuning a Multi-entity Sentiment Model with Gemma 3
ProjectJul 26, 2026
Fine-tuning Gemma 3 for NER-aware Sentiment Analysis model.
LLM-assisted end-to-end Financial News Analysis pipelineProjectJul 26, 2026
End-to-end NLP pipeline for financial news analysis.
Requantization of a fine-tuned and fused model with [mlx-lm]NLPJul 20, 2026
Re-quantizing a fine-tuned model after dequantizing for performance enhancement.
Model fusing (combining fine-tuned adapters to the base model) with [mlx-lm] - unintended behaviorNLPApr 25, 2026
Current limitations of model fusing (mlx_lm.fuse)
Fine-tuning open-source LLMs for Multi-entity Sentiment Analysis task using [mlx-lm]ProjectApr 18, 2026
Enhancing multi-entity Sentiment Analysis task with fine-tuning LLMs