Automatic Layer Selection for Hallucination Detection
Paper • 2605.26366 • Published
Auto Layer Selection — ICML 2026 Reproduction
Artifacts for ICML 2026 paper 17520: paper, models, datasets, GPU/TPU outputs, Trackio logbook, and final reproduction bundle.
Note Original ICML 2026 paper.
mistralai/Mistral-7B-Instruct-v0.3
7B • Updated • 3.85M • 2.82kNote Pinned hidden-state backbone for paper-scale HaluEval extraction.
meta-llama/Llama-3.1-8B-Instruct
Text Generation • 8B • Updated • 7.27M • • 6.62kNote Pinned backbone for the scaled CoQA GPU reproduction.
GwendalTsang/mistral-7b-hidden-states-tpu8
6.5 GBNote Validated 8k/2k HaluEval full and FST hidden states extracted on TPU v5e-8.
GwendalTsang/fepoid-llama-hidden-states
1.06 GBNote Scaled LLaMA CoQA A100 outputs and layer curves.
GwendalTsang/automatic-layer-selection-reproduction-bundle
Updated • 148Note Public dataset handoff and source snapshot.
Rachidaaa/fepoid-halueval-mistral-prepared
176 MBNote Completed generated HaluEval Mistral inputs and TrueTeacher labels.
Rachidaaa/icml-17520-job-assets
66.5 kBNote Public immutable preparation scripts used by the A100 jobs.
Reproduction: Automatic Layer Selection for Hallucination Detection
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Note Published canonical Trackio logbook, claim pages, Posterly poster, and rerun instructions.
GwendalTsang/repro-automatic-layer-selection-for-hallucination-detection-artifacts
9.61 MBNote Content-addressed final reproduction bundle and logbook-local analysis artifacts.