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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
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Files and versions
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phd-research-os-brain
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phd_research_os_v2
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History:
24 commits
nkshirsa
Add __init__.py for new modules + training package init
cf74560
verified
14 days ago
core
v2.0: phd_research_os_v2/core/database.py
15 days ago
layer0
v2.0: phd_research_os_v2/layer0/parser.py
15 days ago
layer2
Add Epistemic Trigger Words validator (deterministic code-based epistemic classification alongside AI)
14 days ago
layer3
Add SPECTER2 embedding-based deduplication (replaces Jaccard word overlap)
14 days ago
layer4
Add Low Confidence Quarantine (system learns to say 'I don't know') + SciBERT-NLI contradiction pre-filter
14 days ago
layer5
Add Epistemic Velocity tracking + Confidence Decomposition Display (Layer 5 upgrades)
14 days ago
layer6
Add SciFact benchmark evaluation script (Layer 6: measures extraction quality against ground truth)
14 days ago
layer7
Add phd_research_os_v2/layer7/obsidian.py
15 days ago
training
Add __init__.py for new modules + training package init
14 days ago
__init__.py
Safe
185 Bytes
v2.0: phd_research_os_v2/__init__.py
15 days ago
__main__.py
Safe
154 Bytes
v2.0: phd_research_os_v2/__main__.py
15 days ago
app.py
Safe
25.6 kB
v2.0: phd_research_os_v2/app.py
15 days ago