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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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phd-research-os-brain
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phd_research_os_v2
/
layer4
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History:
3 commits
nkshirsa
Add Low Confidence Quarantine (system learns to say 'I don't know') + SciBERT-NLI contradiction pre-filter
b639058
verified
14 days ago
__init__.py
0 Bytes
v2.0: phd_research_os_v2/layer4/__init__.py
15 days ago
graph.py
Safe
7.85 kB
v2.0: phd_research_os_v2/layer4/graph.py
15 days ago
quarantine_and_nli.py
12.9 kB
Add Low Confidence Quarantine (system learns to say 'I don't know') + SciBERT-NLI contradiction pre-filter
14 days ago