saintsauce/unified-vlm-steering-liquid
Liquid (FoundationVision Liquid_V1_7B): activation steering sweeps Steered text and image generations from Liquid (FoundationVision Liquid_V1_7B), one of the unified vision-language models in the unified-vlm-steering project. Steering adds alpha * v_hat (the per-layer unit difference-of-means vector) to the residual stream at every layer of a layer config. Gemma-7B backbone, 28 decoder layers (0-indexed). Images are VQGAN codes (512 px), CFG 7.0, top-k 4096, top-p 0.96… See the full description on the dataset page: https://huggingface.co/datasets/saintsauce/unified-vlm-steering-liquid.
judge/summary.json: protocol text carries the human-agreement kappa (0.62)
README: judge agreement with human labels (Cohen's kappa 0.62, 320 held-out pairs)
README: faithfulness/ renamed to scores/
faithfulness/ renamed to scores/
scores/: DreamSim pole score + AxBench C/I/F/H for the final sweeps
README: list faithfulness/ scores
faithfulness/: AxBench C/I/F/H scores for the final text sweep; README covers both scores
faithfulness/: DreamSim faithfulness scores for the final image sweep
judge summary: 10 text exemplars; kappa reported in the paper
judge protocol: 10 text exemplars; drop the kappa figure pending recompute
viewer: index files for the GitHub Pages steering demo
Judge verdicts and concept-rate scores for the color concept
Add the color concept (red/blue): generations, vectors, prompts
Add sec4.3 geometry activations (pooled minimal-pair states + token sample)
Judging: correct the protocol note in summary.json
Judging: state the randomized-pole protocol correctly (D = judge named the expected candidate)
Add pairwise judge verdicts, reasoning and concept-rate scores
viewer: index files for the GitHub Pages steering demo
viewer: index files for the GitHub Pages steering demo
liquid: publish 9/9 (20 files)
liquid: publish 8/9 (2240 files)
liquid: publish 7/9 (2500 files)
liquid: publish 6/9 (2500 files)
liquid: publish 5/9 (2500 files)
liquid: publish 4/9 (2500 files)
liquid: publish 3/9 (2500 files)
liquid: publish 2/9 (2500 files)
liquid: publish 1/9 (2500 files)
initial commit