Editable scientific-figure vectorization: top-venue figure/plot/diagram datasets, models, benchmarks.
Debajyoti Dasgupta
debajyotidasgupta
AI & ML interests
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Recent Activity
updated a bucket about 15 hours ago
gemma-challenge/gemma-frantic-penguin updated a dataset 13 days ago
debajyotidasgupta/tez-tool-math-rft-v1 published a dataset 13 days ago
debajyotidasgupta/tez-tool-math-rft-v1Organizations
K and mid_dim sweeps on Qwen3-4B. Maps cost-vs-AUROC Pareto; identifies the minimal config that still works.
K=4 head sets for frozen LLM trunks. Attach with eu_halt.attach(model, heads_repo=...). One forward pass → disagreement score.
Editable scientific-figure vectorization: top-venue figure/plot/diagram datasets, models, benchmarks.
Per-probe AUROC + paired-bootstrap CIs. v3-mahafixed is the canonical headline grid; others are baseline head-to-heads.
K and mid_dim sweeps on Qwen3-4B. Maps cost-vs-AUROC Pareto; identifies the minimal config that still works.
EU-Halt scale extensions: 14B (Phi-4), 32B (Qwen3), and reasoning-distilled (R1-Distill-Qwen-7B). Research-grade.
K=4 head sets for frozen LLM trunks. Attach with eu_halt.attach(model, heads_repo=...). One forward pass → disagreement score.