Reference Baseline
Training
Reference baseline. Training is included to contrast the properties of post-training techniques. It is not itself a post-training technique.
In brief — site editorial, not from the paper
The original build of a model — learning its parameters from scratch on a large dataset — included here as a reference point rather than as a post-training technique.
Nearest profiles
FT (full) (0.20), Adversarial Training (0.23), Retraining (0.33), DP-FT (0.37), MTL (0.37)
Computed from the taxonomy data (Gower distance over all six dimensions)
Cite this row
Training — six-dimensional profile D1: parametric-update D2: build-capability D3: large-labeled D4: ad-hoc-permanent, scheduled-permanent D5: whole-model D6: dl, fm, llm, ml, mllm Source: arXiv:2608.06246Compare with another technique Find in the explorer