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nkshirsa
/
phd-research-os-brain
like
1
Text Generation
nkshirsa/phd-research-os-sft-data
English
scientific-research
claim-extraction
epistemic-classification
contradiction-detection
structured-output
research-assistant
phd-tools
multi-agent
ecc-harness
knowledge-graph
calibrated-scoring
transformer
causal-lm
qlora
sft
License:
apache-2.0
Model card
Files
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phd-research-os-brain
847 kB
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History:
71 commits
nkshirsa
Add SPECTER2 embedding-based deduplication (replaces Jaccard word overlap)
ecdb8ec
verified
about 1 month ago
phd_research_os
Add AI Model Council: phd_research_os/council.py
about 1 month ago
phd_research_os_v2
Add SPECTER2 embedding-based deduplication (replaces Jaccard word overlap)
about 1 month ago
tests
v2.0: tests/test_v2_integration.py
about 1 month ago
.gitattributes
Safe
1.52 kB
initial commit
about 1 month ago
BLINDSPOT_AUDIT_COMPLETE.md
46.3 kB
Add complete blindspot audit — 87 findings across 4 epochs, 8 layers
about 1 month ago
DEFERRED_FEATURES.md
Safe
25 kB
Add DEFERRED_FEATURES.md — registry of significant-effort and aspirational features with prerequisites and revisit triggers
about 1 month ago
DEPLOYMENT_ARM.md
3.16 kB
Add Snapdragon ARM deployment guide
about 1 month ago
FUTURE_IMPROVEMENTS.md
Safe
45.9 kB
Append 16 new improvement items from prior art analysis to FUTURE_IMPROVEMENTS.md (total now 94)
about 1 month ago
PRIOR_ART_ANALYSIS.md
Safe
41.2 kB
Add PRIOR_ART_ANALYSIS.md — comprehensive landscape of similar systems with high-school-level explanations
about 1 month ago
README.md
Safe
51.2 kB
Append Prior Art & Inspirations section to README landing page — links to new PRIOR_ART_ANALYSIS.md and SYSTEM_INSPIRATIONS.md
about 1 month ago
REQUIREMENTS_FROM_SOURCES.md
42.2 kB
Integrate BDH into requirements — interpretable verifier, Hebbian memory, domain composability, sparsity monitoring
about 1 month ago
SYSTEM_DESIGN.md
Safe
78 kB
Append Appendix B (Prior Art Integration) to SYSTEM_DESIGN.md — maps 15 systems to our 7-layer architecture
about 1 month ago
SYSTEM_INSPIRATIONS.md
Safe
44.3 kB
Add SYSTEM_INSPIRATIONS.md — concrete adoption plan: what to steal, what to adapt, what to learn from
about 1 month ago
generate_dataset.py
51.6 kB
Add generate_dataset.py
about 1 month ago
train.py
3.49 kB
Add training script (QLoRA SFT on Qwen2.5-3B-Instruct)
about 1 month ago
