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nandukmelath
/
nirnay
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Zero-Shot Classification
37 datasets
English
nirnay
decision-model
text-classification
intent-classification
llm-routing
guardrails
content-moderation
spam-detection
calibrated-probabilities
few-shot
deterministic
cpu
laya-compatible
jev-compatible
Eval Results (legacy)
License:
apache-2.0
Model card
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bench
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2 commits
nandukmelath
Nirnay v3.1 is the new default: request routing 0.40 -> 0.88, SMS spam, emotion, toxicity, RAG up; previous default moved to v2/
61ffaac
verified
1 day ago
results
Nirnay v3.1 is the new default: request routing 0.40 -> 0.88, SMS spam, emotion, toxicity, RAG up; previous default moved to v2/
1 day ago
bench_latency_laya.py
Safe
4.45 kB
Nirnay v2 (bge-base, default) + v1 (fast/): weights, package, code, benchmarks
5 days ago
bench_latency_nirnay.py
Safe
4.23 kB
Nirnay v2 (bge-base, default) + v1 (fast/): weights, package, code, benchmarks
5 days ago
cold_start.py
Safe
2.34 kB
Nirnay v2 (bge-base, default) + v1 (fast/): weights, package, code, benchmarks
5 days ago
determinism.py
Safe
2.81 kB
Nirnay v2 (bge-base, default) + v1 (fast/): weights, package, code, benchmarks
5 days ago
eval_suites.py
7.34 kB
Nirnay v3.1 is the new default: request routing 0.40 -> 0.88, SMS spam, emotion, toxicity, RAG up; previous default moved to v2/
1 day ago
fewshot.py
Safe
2.92 kB
Nirnay v2 (bge-base, default) + v1 (fast/): weights, package, code, benchmarks
5 days ago
report.py
17.1 kB
Nirnay v3.1 is the new default: request routing 0.40 -> 0.88, SMS spam, emotion, toxicity, RAG up; previous default moved to v2/
1 day ago
suites.py
Safe
11.4 kB
Nirnay v2 (bge-base, default) + v1 (fast/): weights, package, code, benchmarks
5 days ago
suites_multi.py
3.97 kB
Nirnay v3.1 is the new default: request routing 0.40 -> 0.88, SMS spam, emotion, toxicity, RAG up; previous default moved to v2/
1 day ago