Open-weight model
Lattice_Spike
by Anonymous Submission Hugging Face anonymous-submission-hugging-face/Lattice_Spike
Lattice_Spike is an open-weight model from Anonymous Submission Hugging Face. Its published files total 630.1 MB.
For the versioned v5.3 development protocol, named comparison suites, locked model selection, and paired statistics, see PyTorch implementation of LatticeSpike, the architecture in latticesnnhallucination.tex: online LLM hallucination detection by combining a…
Parameters—
Context—
Weights162.4 MB
License—
AccessOpen weights
Monthly Downloads—
Model Card
For the versioned v5.3 development protocol, named comparison suites, locked model selection, and paired statistics, see PyTorch implementation of LatticeSpike, the architecture in latticesnnhallucination.tex: online LLM hallucination detection by combining a Galois-connection Box-embedding lattice with a box-volume-modulated recurrent spiking neural network. (Only torch, numpy, scikit-learn are required. transformers is optional, for real-LLM signal extraction.) For development and the full unit suite: The demo trains unsupervised on (mostly) grounded synthetic sequences and reports token-level AUPRC, lead time, and per-channel gate attribution. The consolidated real-data diagnostic…
Excerpt from the card by Anonymous Submission Hugging Face.
Identity and Version
- Repository
- anonymous-submission-hugging-face/Lattice_Spike
- Publisher
- Anonymous Submission Hugging Face
- Task
- Not stated by the source
- Modality
- Other
- Library
- Not stated by the source
- Parameters
- Not stated by the source
- Languages
- Not stated by the source
- Revision
- c9b37c51b296348164eab6c69a9a32f338e89160
- First published
- 2026-09-26
- Last updated
- 2026-09-26
Files and Weights
413 files, 630.1 MB in total. The weights are 28 files totalling 162.4 MB in pt.
Weights28 files · 162.4 MB
Configuration201 files · 10.3 MB
Documentation75 files · 408.1 KB
Other102 files · 457.0 MB
Repository7 files · 2.8 KB
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| ablations/multilayer/ml_s42/selected.pt | Weights | 5.1 MB | 80077afa8694 |
| ablations/r3_5/checkpoints/03_tau_0p25.selected.pt | Weights | 5.1 MB | a5ce447b893b |
| ablations/r4/checkpoints/01_tau025_s43.selected.pt | Weights | 5.1 MB | 7c82c062fb0a |
| ablations/r4/checkpoints/02_tau025_s44.selected.pt | Weights | 5.1 MB | 4ac03fb9eb03 |
| ablations/ragtruth_l2_7b/best.pt | Weights | 9.7 MB | c56fd720e4fe |
| ablations/ragtruth_l2_7b/selected.pt | Weights | 10.6 MB | c8099cfb25bd |
| model_weights/our_model/latticespike_ragtruth_bs12_seed42.pt | Weights | 10.8 MB | daa172d6db70 |
| model_weights/our_model/latticespike_ragtruth_bs12_seed43.pt | Weights | 11.0 MB | 172803330fe6 |
| model_weights/our_model/latticespike_ragtruth_bs12_seed44.pt | Weights | 11.0 MB | 90e6f16bf366 |
| model_weights/our_model/latticespike_ragtruth_bs12_seed45.pt | Weights | 10.9 MB | b0a6d59ef053 |
| model_weights/our_model/latticespike_ragtruth_bs12_seed46.pt | Weights | 11.2 MB | 2b46ad7bcf1a |
| model_weights/our_model/latticespike_thrive_v61_mix0p75_seed42.pt | Weights | 5.1 MB | 199cf8302279 |
| model_weights/our_model/latticespike_thrive_v61_mix0p75_seed43.pt | Weights | 5.1 MB | 55a1f5dd377f |
| model_weights/our_model/latticespike_thrive_v61_mix0p75_seed44.pt | Weights | 5.1 MB | 17d96cf0a94b |
| model_weights/our_model/latticespike_thrive_v61_mix0p75_seed45.pt | Weights | 5.2 MB | dcadafcced82 |
| model_weights/our_model/latticespike_thrive_v61_mix0p75_seed46.pt | Weights | 5.2 MB | d41a33542bf3 |
| model_weights/our_model/latticespike_v5.3_causal_rank1_seed42.pt | Weights | 5.1 MB | f269362ad420 |
| model_weights/our_model/latticespike_v5.3_causal_rank1_seed43.pt | Weights | 5.1 MB | c85ad809f38f |
| model_weights/our_model/latticespike_v5.3_causal_rank1_seed44.pt | Weights | 5.1 MB | 4a1a8947324e |
| model_weights/our_model/latticespike_v5.3_causal_rank1_seed45.pt | Weights | 5.1 MB | dc43c79e9e31 |
| model_weights/our_model/latticespike_v5.3_causal_rank1_seed46.pt | Weights | 5.1 MB | b9b38c135a59 |
| model_weights/our_model/latticespike_v52_tau025_seed42.pt | Weights | 5.1 MB | a5ce447b893b |
| model_weights/our_model/latticespike_v52_tau025_seed43.pt | Weights | 5.1 MB | 7c82c062fb0a |
| model_weights/our_model/latticespike_v52_tau025_seed44.pt | Weights | 5.1 MB | 4ac03fb9eb03 |
| signals/gemma-2-2b_signals.pt | Weights | 61.4 KB | a06d003c3f42 |
| signals/llama-3.2-3b_signals.pt | Weights | 79.9 KB | 8117b120d067 |
| signals/phi-3-mini_signals.pt | Weights | 67.2 KB | b142b4fde291 |
| signals/qwen2.5-3b_signals.pt | Weights | 46.8 KB | 9cfa5eec1957 |
| __init__.py | Configuration | 1.9 KB | — |
| ablations/multilayer/ml_s42/run_provenance.json | Configuration | 5.4 KB | — |
| ablations/multilayer/ml_s42/summary.json | Configuration | 414.6 KB | — |
| ablations/r6/01_lookback_s42/run_provenance.json | Configuration | 5.6 KB | — |
| ablations/r6/01_lookback_s42/summary.json | Configuration | 458.3 KB | — |
| ablations/r6/02_lookback_s43/run_provenance.json | Configuration | 4.8 KB | — |
| ablations/r6/02_lookback_s43/summary.json | Configuration | 538.7 KB | — |
| ablations/r6/03_head128_s43/run_provenance.json | Configuration | 4.8 KB | — |
| ablations/r6/03_head128_s43/summary.json | Configuration | 455.2 KB | — |
| ablations/r6/04_head128_s44/run_provenance.json | Configuration | 4.8 KB | — |
| ablations/r6/04_head128_s44/summary.json | Configuration | 455.3 KB | — |
| ablations/ragtruth_l2_7b/diagnostics.json | Configuration | 230.4 KB | — |
| ablations/ragtruth_l2_7b/five_seed_result.json | Configuration | 2.9 KB | — |
| ablations/ragtruth_l2_7b/run_provenance.json | Configuration | 5.3 KB | — |
| ablations/ragtruth_l2_7b/summary.json | Configuration | 1.4 MB | — |
| ablations/rt_bs/results.json | Configuration | 2.2 KB | — |
| ablations/rt_bs12/results.json | Configuration | 2.8 KB | — |
| ablations/rt_tune/results.json | Configuration | 3.2 KB | — |
| baselines/__init__.py | Configuration | 2.1 KB | — |
| baselines/adapters/__init__.py | Configuration | 224 B | — |
| baselines/adapters/auto_labelled.py | Configuration | 7.7 KB | — |
| baselines/adapters/base.py | Configuration | 706 B | — |
| baselines/attention_entropy/__init__.py | Configuration | 247 B | — |
| baselines/attention_entropy/const.py | Configuration | 112 B | — |
| baselines/attention_entropy/detector.py | Configuration | 4.3 KB | — |
| baselines/attention_entropy/helpers.py | Configuration | 2.9 KB | — |
| baselines/base.py | Configuration | 1.4 KB | — |
| baselines/epr/__init__.py | Configuration | 1.1 KB | — |
| baselines/epr/const.py | Configuration | 304 B | — |
| baselines/epr/detector.py | Configuration | 14.6 KB | — |
| baselines/epr/helpers.py | Configuration | 5.7 KB | — |
| baselines/hami/__init__.py | Configuration | 306 B | — |
| baselines/hami/const.py | Configuration | 1.2 KB | — |
| baselines/hami/detector.py | Configuration | 18.0 KB | — |
| baselines/hami/helpers.py | Configuration | 3.6 KB | — |
| baselines/helpers.py | Configuration | 4.7 KB | — |
| baselines/hidden_state_probe/__init__.py | Configuration | 216 B | — |
| baselines/hidden_state_probe/const.py | Configuration | 234 B | — |
| baselines/hidden_state_probe/detector.py | Configuration | 7.3 KB | — |
| baselines/hidden_state_probe/helpers.py | Configuration | 1.6 KB | — |
| baselines/icr_probe/__init__.py | Configuration | 781 B | — |
| baselines/icr_probe/const.py | Configuration | 1.3 KB | — |
| baselines/icr_probe/detector.py | Configuration | 16.5 KB | — |
| baselines/icr_probe/helpers.py | Configuration | 9.3 KB | — |
| baselines/llm_check/__init__.py | Configuration | 1.3 KB | — |
| baselines/llm_check/const.py | Configuration | 1.5 KB | — |
| baselines/llm_check/detector.py | Configuration | 17.1 KB | — |
| baselines/llm_check/helpers.py | Configuration | 5.9 KB | — |
| baselines/lookback_lens/__init__.py | Configuration | 773 B | — |
| baselines/lookback_lens/const.py | Configuration | 186 B | — |
| baselines/lookback_lens/detector.py | Configuration | 12.1 KB | — |
| baselines/lookback_lens/helpers.py | Configuration | 9.5 KB | — |
| baselines/multi_view_attention/__init__.py | Configuration | 1.2 KB | — |
| baselines/multi_view_attention/const.py | Configuration | 456 B | — |
| baselines/multi_view_attention/detector.py | Configuration | 60.7 KB | — |
| baselines/multi_view_attention/helpers.py | Configuration | 22.4 KB | — |
| baselines/saplma/__init__.py | Configuration | 443 B | — |
| baselines/saplma/const.py | Configuration | 1.1 KB | — |
| baselines/saplma/detector.py | Configuration | 14.2 KB | — |
| baselines/saplma/helpers.py | Configuration | 1.6 KB | — |
| baselines/structs.py | Configuration | 30.4 KB | — |
| boxes.py | Configuration | 10.3 KB | — |
| data/hallu_v5_2_split.json | Configuration | 1.1 MB | — |
| detector.py | Configuration | 15.4 KB | — |
| docs/artifacts/v5_3_locked_inputs.json | Configuration | 1.1 KB | — |
| docs/experiments/lstm_ablation_results/20ep/summary.json | Configuration | 445.3 KB | — |
| docs/experiments/lstm_ablation_results/20ep/summary_lstm.json | Configuration | 401.5 KB | — |
| docs/experiments/lstm_ablation_results/20ep/summary_lstm_vol.json | Configuration | 402.1 KB | — |
| docs/experiments/lstm_ablation_results/5ep/summary.json | Configuration | 141.4 KB | — |
| docs/experiments/lstm_ablation_results/5ep/summary_lstm.json | Configuration | 128.6 KB | — |
| docs/experiments/lstm_ablation_results/5ep/summary_lstm_vol.json | Configuration | 128.7 KB | — |
| docs/experiments/lstm_ablation_results/v52/latticespike_v52_summary.json | Configuration | 543.9 KB | — |
| docs/experiments/lstm_ablation_results/v52/latticespike_v52_summary_lstm.json | Configuration | 422.8 KB | — |
| docs/experiments/lstm_ablation_results/v52/latticespike_v52_summary_lstm_vol.json | Configuration | 562.0 KB | — |
| evaluation/__init__.py | Configuration | 723 B | — |
| evaluation/metrics.py | Configuration | 4.8 KB | — |
| evaluation/protocols.py | Configuration | 4.9 KB | — |
| evaluation/provenance.py | Configuration | 6.0 KB | — |
| evaluation/statistics.py | Configuration | 8.3 KB | — |
| extract_demo.py | Configuration | 9.2 KB | — |
| hallucination_labelling/01_download_data.py | Configuration | 903 B | — |
| hallucination_labelling/02_generate_answers.py | Configuration | 29.1 KB | — |
| hallucination_labelling/03_auto_label_tokens.py | Configuration | 53.7 KB | — |
| hallucination_labelling/04_prepare_human_review.py | Configuration | 2.9 KB | — |
| hallucination_labelling/05_compute_agreement.py | Configuration | 5.0 KB | — |
| hallucination_labelling/DATASET_V6_MANIFEST.json | Configuration | 2.3 KB | — |
| hallucination_labelling/ENVIRONMENT_v6.json | Configuration | 3.0 KB | — |
| hallucination_labelling/aggregate_gold.py | Configuration | 8.3 KB | — |
| hallucination_labelling/assess_gold.py | Configuration | 10.3 KB | — |
| hallucination_labelling/build_multigen.py | Configuration | 6.7 KB | — |
| hallucination_labelling/build_v5_1.py | Configuration | 14.7 KB | — |
| hallucination_labelling/build_v5_2.py | Configuration | 32.1 KB | — |
| hallucination_labelling/build_v5_3.py | Configuration | 28.4 KB | — |
| hallucination_labelling/build_v6.py | Configuration | 12.3 KB | — |
| hallucination_labelling/clear_errors.py | Configuration | 3.0 KB | — |
| hallucination_labelling/data_io.py | Configuration | 55.6 KB | — |
| hallucination_labelling/draw_human_sample.py | Configuration | 12.7 KB | — |
| hallucination_labelling/error_anatomy.py | Configuration | 5.4 KB | — |
| hallucination_labelling/inspect_labels.py | Configuration | 4.2 KB | — |
| hallucination_labelling/kappa_raters.py | Configuration | 5.0 KB | — |
| hallucination_labelling/labeler_optimized.py | Configuration | 44.0 KB | — |
| hallucination_labelling/leave_one_out.py | Configuration | 2.8 KB | — |
| hallucination_labelling/make_labelling_html.py | Configuration | 9.4 KB | — |
| hallucination_labelling/make_review.py | Configuration | 6.7 KB | — |
| hallucination_labelling/n_done.py | Configuration | 651 B | — |
| hallucination_labelling/panel_matrix.py | Configuration | 8.9 KB | — |
| hallucination_labelling/plan_human_labelling.py | Configuration | 8.1 KB | — |
| hallucination_labelling/record_environment.py | Configuration | 5.6 KB | — |
| hallucination_labelling/reparse_failures.py | Configuration | 9.0 KB | — |
| hallucination_labelling/review/human_v6/manifest.json | Configuration | 16.9 KB | — |
| hallucination_labelling/review/sample_5pct.manifest.json | Configuration | 1.8 KB | — |
| hallucination_labelling/revote.py | Configuration | 15.1 KB | — |
| hallucination_labelling/sample_for_review.py | Configuration | 12.9 KB | — |
| hallucination_labelling/score_gold100.py | Configuration | 8.9 KB | — |
| hallucination_labelling/span_align.py | Configuration | 8.6 KB | — |
| hallucination_labelling/v5_1_known_issues.json | Configuration | 7.2 KB | — |
| hallucination_labelling/v5_2_reviewed_issues.json | Configuration | 42.6 KB | — |
| hallucination_labelling/validate_v5_2.py | Configuration | 24.3 KB | — |
| hallucination_labelling/validate_v5_3.py | Configuration | 11.3 KB | — |
| hallucination_labelling/vet_dataset.py | Configuration | 29.9 KB | — |
| hallucination_labelling/vote_labels.py | Configuration | 7.4 KB | — |
| hallucination_labelling/weighted_gold.py | Configuration | 6.9 KB | — |
| llm_signals.py | Configuration | 6.6 KB | — |
| losses.py | Configuration | 31.8 KB | — |
| lstm_dyn.py | Configuration | 5.1 KB | — |
| metrics.py | Configuration | 1.5 KB | — |
| model_weights/fair_baselines/manifest.json | Configuration | 4.0 KB | — |
| model_weights/fair_baselines/mva_causal_v5.3_hyperparameter_lock.json | Configuration | 773 B | — |
| model_weights/fair_baselines/mva_causal_v5.3_results.json | Configuration | 2.0 KB | — |
| model_weights/native_baselines/manifest.json | Configuration | 3.8 KB | — |
| model_weights/our_model/manifest.json | Configuration | 1.6 KB | — |
| model_weights/our_model/manifest_thrive_v61.json | Configuration | 1.8 KB | — |
| model_zoo.py | Configuration | 8.0 KB | — |
| outputs/latticespike_llama32_summary.json | Configuration | 11.7 KB | — |
| outputs/llama32_1b_exact_eval_from_ingest.summary.json | Configuration | 1.2 KB | — |
| outputs/llama32_1b_paper_faithful_summary.json | Configuration | 7.0 KB | — |
| outputs/llama32_1b_uncertain_split.json | Configuration | 2.9 KB | — |
| rsnn.py | Configuration | 5.2 KB | — |
| scripts/build_training_signals.py | Configuration | 17.0 KB | — |
| scripts/collect_crosstask.py | Configuration | 9.0 KB | — |
| scripts/collect_final_eval.py | Configuration | 4.6 KB | — |
| scripts/collect_supervision_control.py | Configuration | 3.7 KB | — |
| scripts/collect_variant_results.py | Configuration | 5.2 KB | — |
| scripts/convert_ragtruth.py | Configuration | 12.0 KB | — |
| scripts/convert_triviaqa.py | Configuration | 10.4 KB | — |
| scripts/convert_v6.py | Configuration | 7.0 KB | — |
| scripts/eval_baselines_dgx.py | Configuration | 37.0 KB | — |
| scripts/eval_tiny_baselines_dgx.py | Configuration | 1.0 KB | — |
| scripts/extract_latticespike_signal_shard.py | Configuration | 6.1 KB | — |
| scripts/gen_results_tables.py | Configuration | 20.2 KB | — |
| scripts/ingest_tanazzah_outputs.py | Configuration | 11.4 KB | — |
| scripts/make_eval_split.py | Configuration | 27.6 KB | — |
| scripts/make_ragtruth_split.py | Configuration | 4.6 KB | — |
| scripts/make_ragtruth_task_splits.py | Configuration | 4.6 KB | — |
| scripts/prepare_auto_labelled_eval.py | Configuration | 3.1 KB | — |
| scripts/recall_at_fixed_fpr.py | Configuration | 6.5 KB | — |
| scripts/report_paper_ready_eval.py | Configuration | 15.1 KB | — |
| scripts/run_paper_ready_eval.py | Configuration | 42.2 KB | — |
| scripts/sample_triviaqa.py | Configuration | 4.7 KB | — |
| scripts/train_faithful_baselines_dgx.py | Configuration | 110.1 KB | — |
| scripts/train_latticespike_llm_eval.py | Configuration | 172.3 KB | — |
| scripts/train_real.py | Configuration | 18.4 KB | — |
| scripts/visualize.py | Configuration | 30.9 KB | — |
| scripts/visualize_baseline_results.py | Configuration | 24.7 KB | — |
| scripts/visualize_train.py | Configuration | 20.3 KB | — |
| signals.py | Configuration | 4.8 KB | — |
| surrogate.py | Configuration | 2.2 KB | — |
| synthetic.py | Configuration | 5.1 KB | — |
| tests/test_anchor_loss_ablation.py | Configuration | 3.4 KB | — |
| tests/test_attention_entropy.py | Configuration | 3.3 KB | — |
| tests/test_auto_labelled_adapter.py | Configuration | 8.1 KB | — |
| tests/test_baselines.py | Configuration | 16.4 KB | — |
| tests/test_build_v5_1.py | Configuration | 3.8 KB | — |
| tests/test_build_v5_2.py | Configuration | 16.0 KB | — |
| tests/test_build_v5_3.py | Configuration | 8.3 KB | — |
| tests/test_causal_geometry.py | Configuration | 2.6 KB | — |
| tests/test_epr_baseline.py | Configuration | 5.6 KB | — |
| tests/test_eval_baselines_dgx.py | Configuration | 21.5 KB | — |
| tests/test_evaluation_contract.py | Configuration | 2.3 KB | — |
| tests/test_extract_latticespike_signal_shard.py | Configuration | 862 B | — |
| tests/test_generate_answers.py | Configuration | 3.9 KB | — |
| tests/test_hidden_state_probe.py | Configuration | 3.1 KB | — |
| tests/test_icr_probe_baseline.py | Configuration | 11.4 KB | — |
| tests/test_ingest_tanazzah_outputs.py | Configuration | 6.2 KB | — |
| tests/test_llm_check_baseline.py | Configuration | 12.5 KB | — |
| tests/test_lookback_lens.py | Configuration | 8.8 KB | — |
| tests/test_lstm_dyn.py | Configuration | 6.1 KB | — |
| tests/test_lstm_eval_flags.py | Configuration | 1.6 KB | — |
| tests/test_lstm_train_smoke.py | Configuration | 1.7 KB | — |
| tests/test_make_eval_split.py | Configuration | 6.9 KB | — |
| tests/test_multi_view_attention.py | Configuration | 15.1 KB | — |
| tests/test_paper_ready_orchestrator.py | Configuration | 10.9 KB | — |
| tests/test_paper_statistics.py | Configuration | 7.4 KB | — |
| tests/test_ranking_loss_and_box_encoder.py | Configuration | 4.6 KB | — |
| tests/test_saplma_hami_baselines.py | Configuration | 9.4 KB | — |
| tests/test_train_faithful_baselines_dgx.py | Configuration | 36.6 KB | — |
| tests/test_train_latticespike_llm_eval.py | Configuration | 37.6 KB | — |
| tests/test_validate_v5_2.py | Configuration | 11.0 KB | — |
| tests/test_vet_dataset.py | Configuration | 2.4 KB | — |
| tests/test_visualize_baseline_results.py | Configuration | 6.1 KB | — |
| train.py | Configuration | 52.7 KB | — |
| HOW_TO_RUN.md | Documentation | 23.2 KB | — |
| LICENSE | Documentation | 1.1 KB | — |
| PROJECT_IDEA.md | Documentation | 18.6 KB | — |
| README.md | Documentation | 7.4 KB | — |
| ablations/BEST_MODEL.md | Documentation | 6.5 KB | — |
| ablations/ct_mix/ANALYSIS.md | Documentation | 1.8 KB | — |
| ablations/multilayer/ANALYSIS.md | Documentation | 3.5 KB | — |
| ablations/obj_mix/ANALYSIS.md | Documentation | 6.7 KB | — |
| ablations/r0/ANALYSIS.md | Documentation | 7.4 KB | — |
| ablations/r1/ANALYSIS.md | Documentation | 5.1 KB | — |
| ablations/r2/ANALYSIS.md | Documentation | 6.2 KB | — |
| ablations/r3_5/ANALYSIS.md | Documentation | 2.5 KB | — |
| ablations/r4/ANALYSIS.md | Documentation | 5.0 KB | — |
| ablations/r5_stage1/ANALYSIS.md | Documentation | 4.4 KB | — |
| ablations/r6/ANALYSIS.md | Documentation | 6.2 KB | — |
| ablations/ragtruth_l2_7b/FIVE_SEED_RESULT.md | Documentation | 4.1 KB | — |
| ablations/ragtruth_l2_7b/results.md | Documentation | 907 B | — |
| ablations/rt_bs/ANALYSIS.md | Documentation | 4.6 KB | — |
| ablations/rt_bs10/ANALYSIS.md | Documentation | 1.5 KB | — |
| ablations/rt_bs12/ANALYSIS.md | Documentation | 6.0 KB | — |
| ablations/rt_crosstask/ANALYSIS.md | Documentation | 5.0 KB | — |
| ablations/rt_lr/ANALYSIS.md | Documentation | 3.4 KB | — |
| ablations/rt_tune/ANALYSIS.md | Documentation | 7.3 KB | — |
| ablations/supervision_control/ANALYSIS.md | Documentation | 1.3 KB | — |
| ablations/sweep_mining/ANALYSIS.md | Documentation | 2.3 KB | — |
| ablations/tqa_v1/ANALYSIS.md | Documentation | 2.1 KB | — |
| ablations/tqa_v2/ANALYSIS.md | Documentation | 2.2 KB | — |
| ablations/v52_rescore/ANALYSIS.md | Documentation | 952 B | — |
| ablations/v6/ANALYSIS.md | Documentation | 4.3 KB | — |
| ablations/v61_rebind/ANALYSIS.md | Documentation | 2.5 KB | — |
| baselines/README.md | Documentation | 14.3 KB | — |
| docs/ablation/lstm_ablation_design.md | Documentation | 7.2 KB | — |
| docs/ablation/lstm_ablation_overview.md | Documentation | 12.7 KB | — |
| docs/baseline_fidelity_audit.md | Documentation | 32.6 KB | — |
| docs/current_paper_ready_status.md | Documentation | 3.9 KB | — |
| docs/experiments/latticespike_v5_2_margin_ranked_eval.md | Documentation | 5.5 KB | — |
| docs/experiments/latticespike_v5_3_anchor_loss_ablation.md | Documentation | 3.4 KB | — |
| docs/experiments/latticespike_v5_3_first_five_channels.md | Documentation | 2.6 KB | — |
| docs/experiments/latticespike_v5_3_join_loss_sweep.md | Documentation | 2.4 KB | — |
| docs/experiments/latticespike_v5_3_matched_eval.md | Documentation | 7.3 KB | — |
| docs/experiments/latticespike_v5_3_ranking_loss_sweep.md | Documentation | 2.9 KB | — |
| docs/experiments/lstm_ablation_results/20ep/results.md | Documentation | 783 B | — |
| docs/experiments/lstm_ablation_results/20ep/results_lstm.md | Documentation | 783 B | — |
| docs/experiments/lstm_ablation_results/20ep/results_lstm_vol.md | Documentation | 787 B | — |
| docs/experiments/lstm_ablation_results/5ep/results.md | Documentation | 782 B | — |
| docs/experiments/lstm_ablation_results/5ep/results_lstm.md | Documentation | 782 B | — |
| docs/experiments/lstm_ablation_results/5ep/results_lstm_vol.md | Documentation | 786 B | — |
| docs/experiments/lstm_ablation_results/combined_results.md | Documentation | 3.1 KB | — |
| docs/experiments/lstm_ablation_results/v52/latticespike_v52_results.md | Documentation | 902 B | — |
| docs/experiments/lstm_ablation_results/v52/latticespike_v52_results_lstm.md | Documentation | 904 B | — |
| docs/experiments/lstm_ablation_results/v52/latticespike_v52_results_lstm_vol.md | Documentation | 906 B | — |
| docs/experiments/lstm_ablation_runbook.md | Documentation | 7.2 KB | — |
| docs/experiments/mva_v5_3_results.md | Documentation | 5.3 KB | — |
| docs/experiments/v5_3_ablation_archive.md | Documentation | 1.8 KB | — |
| docs/fidelity_matrix.md | Documentation | 5.0 KB | — |
| docs/latticespike_experiment_results.md | Documentation | 6.5 KB | — |
| docs/latticespike_learning_issues.md | Documentation | 11.2 KB | — |
| docs/latticespike_v5_3_results_notion.md | Documentation | 8.3 KB | — |
| docs/new_baselines_implementation_spec.md | Documentation | 15.2 KB | — |
| docs/paper_ready_evaluation.md | Documentation | 9.6 KB | — |
| docs/strict_baseline_paper_notes.md | Documentation | 2.7 KB | — |
| examples/README.md | Documentation | 970 B | — |
| hallucination_labelling/DATASET_CARD.md | Documentation | 6.0 KB | — |
| hallucination_labelling/DATASET_CARD_v5.md | Documentation | 8.0 KB | — |
| hallucination_labelling/DATASET_CARD_v5_1.md | Documentation | 4.4 KB | — |
| hallucination_labelling/DATASET_CARD_v5_2.md | Documentation | 8.6 KB | — |
| hallucination_labelling/DATASET_CARD_v5_3.md | Documentation | 6.9 KB | — |
| hallucination_labelling/DATASET_CARD_v6.md | Documentation | 15.6 KB | — |
| hallucination_labelling/LABELLING_GUIDE.md | Documentation | 5.5 KB | — |
| hallucination_labelling/README.md | Documentation | 8.5 KB | — |
| hallucination_labelling/README_RUN_ME.md | Documentation | 3.5 KB | — |
| hallucination_labelling/slurm/CLUSTER_SETUP.md | Documentation | 2.8 KB | — |
| model_weights/README.md | Documentation | 1.7 KB | — |
| outputs/latticespike_llama32_results.md | Documentation | 1.0 KB | — |
| outputs/llama32_1b_paper_faithful_results.md | Documentation | 2.0 KB | — |
| ablations/multilayer/ml_s42.log | Other | 2.8 MB | — |
| ablations/multilayer/results_table.txt | Other | 646 B | — |
| ablations/multilayer/status.tsv | Other | 16 B | — |
| ablations/r6/results_table.txt | Other | 916 B | — |
| ablations/r6/status.tsv | Other | 95 B | — |
| ablations/ragtruth_l2_7b/CHECKSUMS.sha256 | Other | 315 B | — |
| ablations/ragtruth_l2_7b/train.log | Other | 1.4 MB | — |
| data/auto_labelled_llama8b.jsonl | Other | 2.8 MB | — |
| data/hallu_dataset_v5.2_uncertain_eval.jsonl | Other | 79.1 MB | 8932979d9f82 |
| docs/results_tables_current.tex | Other | 26.1 KB | — |
| docs/results_tables_v5_3.tex | Other | 17.4 KB | — |
| examples/tiny_token_eval.jsonl | Other | 1.6 KB | — |
| hallucination_labelling/data/labelled_voted_v2.jsonl | Other | 30.6 MB | 80f93952a65e |
| hallucination_labelling/data/raw_samples.jsonl | Other | 18.0 MB | 35171bd4acb0 |
| hallucination_labelling/data/triviaqa_raw_samples.jsonl | Other | 2.1 MB | — |
| hallucination_labelling/data/triviaqa_raw_samples_qwen3_8b_v2.jsonl | Other | 6.9 MB | 69c0a39f51aa |
| hallucination_labelling/output/generated_answers_qwen2.5-3b-instruct.jsonl | Other | 37.1 MB | 1608246fb54f |
| hallucination_labelling/requirements.txt | Other | 142 B | — |
| hallucination_labelling/review/sample_5pct.jsonl | Other | 4.4 MB | — |
| hallucination_labelling/simpleqa_verified.csv | Other | 349.2 KB | — |
| hallucination_labelling/slurm/build_qa_dataset.sh | Other | 1.4 KB | — |
| hallucination_labelling/slurm/ice_generate.sbatch | Other | 1.1 KB | — |
| hallucination_labelling/slurm/ice_judge.sbatch | Other | 1.2 KB | — |
| hallucination_labelling/slurm/ice_judge_optimized.sbatch | Other | 1.6 KB | — |
| hallucination_labelling/slurm/ice_judge_panel.sbatch | Other | 1.6 KB | — |
| hallucination_labelling/slurm/ice_rejudge_errors.sbatch | Other | 3.2 KB | — |
| hallucination_labelling/slurm/ice_rotate_judge2.sbatch | Other | 2.9 KB | — |
| hallucination_labelling/slurm/run_10k_h200.sh | Other | 1.8 KB | — |
| hallucination_labelling/slurm/run_pipeline.sbatch | Other | 2.5 KB | — |
| model_weights/fair_baselines/lookback_v5.3_causal_seed42.pkl | Other | 5.1 KB | 5ead4c6c1792 |
| model_weights/fair_baselines/lookback_v5.3_causal_seed43.pkl | Other | 5.1 KB | 1d50b9757d07 |
| model_weights/fair_baselines/lookback_v5.3_causal_seed44.pkl | Other | 5.1 KB | c4d7a427e671 |
| model_weights/fair_baselines/lookback_v5.3_causal_seed45.pkl | Other | 5.1 KB | fa9144786a51 |
| model_weights/fair_baselines/lookback_v5.3_causal_seed46.pkl | Other | 5.1 KB | 28a0502dcef6 |
| model_weights/native_baselines/lookback_v5.3_native_seed42.pkl | Other | 5.1 KB | be1e44c65b1e |
| model_weights/native_baselines/lookback_v5.3_native_seed43.pkl | Other | 5.1 KB | b9b6c4ff7ab9 |
| model_weights/native_baselines/lookback_v5.3_native_seed44.pkl | Other | 5.1 KB | 5e40948abd0e |
| model_weights/native_baselines/lookback_v5.3_native_seed45.pkl | Other | 5.1 KB | 046567578c55 |
| model_weights/native_baselines/lookback_v5.3_native_seed46.pkl | Other | 5.1 KB | 0b0bc75889a4 |
| model_weights/native_baselines/mva_official_norm_v5.3_native_pilot5_seed42.pkl | Other | 129.9 MB | df9da3b57e7f |
| model_weights/native_baselines/mva_official_raw_v5.3_native_pilot5_seed42.pkl | Other | 130.0 MB | e7be242e0b07 |
| model_weights/native_baselines/wepr_v5.3_native_seed42.pkl | Other | 979 B | 37f9e9844396 |
| model_weights/native_baselines/wepr_v5.3_native_seed43.pkl | Other | 979 B | 852e0a6eca57 |
| model_weights/native_baselines/wepr_v5.3_native_seed44.pkl | Other | 979 B | a1a66ae8caf7 |
| model_weights/native_baselines/wepr_v5.3_native_seed45.pkl | Other | 979 B | a16c6bc35ce4 |
| model_weights/native_baselines/wepr_v5.3_native_seed46.pkl | Other | 979 B | 6d9da455aea3 |
| outputs/latticespike_llama32_predictions.jsonl | Other | 147.5 KB | — |
| outputs/llama32_1b_exact_eval_from_ingest.jsonl | Other | 1.0 MB | — |
| outputs/llama32_1b_paper_faithful_predictions.jsonl | Other | 2.9 MB | — |
| outputs/llama32_1b_paper_faithful_report.html | Other | 4.7 MB | — |
| outputs/llama32_1b_uncertain_eval.jsonl | Other | 2.5 MB | — |
| requirements-dev.txt | Other | 33 B | — |
| requirements.txt | Other | 150 B | — |
| scripts/queue_after_tune.sh | Other | 6.2 KB | — |
| scripts/queue_mix_seeds.sh | Other | 1.0 KB | — |
| scripts/queue_v61_rebind.sh | Other | 1.4 KB | — |
| scripts/queue_v6_mix.sh | Other | 1.2 KB | — |
| scripts/rescore_v52_seeds.sh | Other | 3.3 KB | — |
| scripts/run_bs10_seeds.sh | Other | 4.5 KB | — |
| scripts/run_bs12_seeds.sh | Other | 1.2 KB | — |
| scripts/run_crosstask_mix.sh | Other | 4.7 KB | — |
| scripts/run_crosstask_seeds.sh | Other | 3.0 KB | — |
| scripts/run_faithful_llama_baselines_dgx.sh | Other | 2.1 KB | — |
| scripts/run_final_eval.sh | Other | 5.8 KB | — |
| scripts/run_lr_screens.sh | Other | 4.8 KB | — |
| scripts/run_mix_seeds.sh | Other | 4.6 KB | — |
| scripts/run_multilayer_aws.sh | Other | 4.2 KB | — |
| scripts/run_mva.sh | Other | 6.3 KB | — |
| scripts/run_new_baselines.sh | Other | 6.6 KB | — |
| scripts/run_ragtruth_baselines.sh | Other | 4.7 KB | — |
| scripts/run_ragtruth_bs.sh | Other | 5.8 KB | — |
| scripts/run_ragtruth_crosstask.sh | Other | 5.9 KB | — |
| scripts/run_ragtruth_seeds.sh | Other | 5.7 KB | — |
| scripts/run_ragtruth_tune.sh | Other | 14.5 KB | — |
| scripts/run_remaining.sh | Other | 11.4 KB | — |
| scripts/run_rt_lr1e4_seeds.sh | Other | 3.6 KB | — |
| scripts/run_sweep_r1.sh | Other | 5.3 KB | — |
| scripts/run_sweep_r2.sh | Other | 5.5 KB | — |
| scripts/run_sweep_r3.sh | Other | 5.9 KB | — |
| scripts/run_sweep_r3_5.sh | Other | 5.7 KB | — |
| scripts/run_sweep_r4.sh | Other | 6.7 KB | — |
| scripts/run_sweep_r5_stage1.sh | Other | 5.5 KB | — |
| scripts/run_sweep_r6.sh | Other | 4.8 KB | — |
| scripts/run_tanazzah_llama_baselines_dgx.sh | Other | 1.9 KB | — |
| scripts/run_tqa_bs.sh | Other | 2.5 KB | — |
| scripts/run_tqa_extract.sh | Other | 1.3 KB | — |
| scripts/run_tqa_finish.sh | Other | 2.3 KB | — |
| scripts/run_tqa_judge.sh | Other | 2.5 KB | — |
| scripts/run_tqa_methods.sh | Other | 4.5 KB | — |
| scripts/run_tqa_methods_baselines_only.sh | Other | 3.6 KB | — |
| scripts/run_tqa_seeds.sh | Other | 2.4 KB | — |
| scripts/run_tqa_v2_all.sh | Other | 4.0 KB | — |
| scripts/run_tqa_v2_baseline_seeds.sh | Other | 4.0 KB | — |
| scripts/run_tqa_v2_gen.sh | Other | 1.3 KB | — |
| scripts/run_tqa_v2_seeds.sh | Other | 2.8 KB | — |
| scripts/run_triviaqa_pipeline.sh | Other | 7.2 KB | — |
| scripts/run_v6_all.sh | Other | 8.2 KB | — |
| scripts/run_v6_bs.sh | Other | 2.4 KB | — |
| scripts/run_v6_bs2_seeds.sh | Other | 3.2 KB | — |
| scripts/run_v6_lr1e4_seeds.sh | Other | 3.0 KB | — |
| scripts/run_v6_mix.sh | Other | 6.1 KB | — |
| scripts/run_variant_sweep.sh | Other | 4.8 KB | — |
| .gitattributes | Repository | 1.4 KB | — |
| .gitignore | Repository | 1.2 KB | — |
| hallucination_labelling/.gitignore | Repository | 175 B | — |
| model_weights/fair_baselines/.gitkeep | Repository | 1 B | — |
| model_weights/native_baselines/.gitkeep | Repository | 1 B | — |
| model_weights/our_model/.gitkeep | Repository | 1 B | — |
| output/.gitkeep | Repository | — |
License and Download
- License
- Not stated by the source
- Access
- Open weights, no gate
- Download size
- 162.4 MB
Download from Anonymous Submission Hugging Face
Released by Anonymous Submission Hugging Face through its official repository on Hugging Face.
Memory Requirements
| Precision | Weights in memory |
|---|---|
| As published | 162.4 MB |
Weights only, from the published parameter count; the key-value cache and runtime add to this.