SFT

Showing 3 of 22 posts tagged SFT

All22 Agents AI Safety Alignment Autoresearch Continual Learning Harnesses ICML Image Generation Inference Interpretability Multi-Agent Systems Multilingual Pre-Training RL SFT Sparse Autoencoders

LittleLearner Experiments: Teaching Math Beyond K–5

I trained 16 LoRA adapters on K–5-constrained LittleLearner models and found that useful mathematical skill transfer changed with…

September 2, 2026

Making an Image Editor with LongCat and a Small LoRA

My first image-generation research experiment: teaching LongCat-Image-Dev source-conditioned editing, finding global…

August 12, 2026

Teaching a 3B Base Model to Emit Reasoning Traces

A first small-scale AI research experiment: cold-start SFT on Nanbeige4-3B-Base using 2,160 distilled reasoning triplets, trained…

March 11, 2026

September 2, 2026reads

LittleLearner Experiments: Teaching Math Beyond K–5

I trained 16 LoRA adapters on K–5-constrained LittleLearner models and found that useful mathematical skill transfer changed with model scale.

August 12, 2026reads

Making an Image Editor with LongCat and a Small LoRA

My first image-generation research experiment: teaching LongCat-Image-Dev source-conditioned editing, finding global regeneration, and improving preservation by filtering the data.

March 11, 2026reads

Teaching a 3B Base Model to Emit Reasoning Traces

A first small-scale AI research experiment: cold-start SFT on Nanbeige4-3B-Base using 2,160 distilled reasoning triplets, trained with LoRA on an H100, with notes on what worked and what I want to try next.