Decision models that return calibrated probabilities for typed questions about text or JSON, without generating text.
AI & ML interests
Indian languages, LLM evaluation, benchmarks, multilingual NLP
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An independent research lab building small, specialist, open AI models for Indian languages and domains.
spaces 8
Running
Agents
1
Sieve
⚖
Try every Sieve decision model in one place
Running on Zero
MCP
Sieve-2B Decision Model
🧮
Typed decisions in, calibrated probabilities out
Running on Zero
MCP
Sieve-4B
🧮
Calibrated probabilities for typed decision questions
Running on Zero
MCP
Sieve-2B-v3
⚖
Typed decisions with calibrated probabilities
Running on Zero
MCP
1
Sieve-9B-v2
🧮
Typed decisions with calibrated probabilities
Running on Zero
MCP
1
Sieve-27B
🏛
Typed decisions with calibrated probabilities
models 10
sthanika-ai/Sieve-2B-v3
Text Classification • Updated • 18 • 4
sthanika-ai/Sieve-31B
Text Classification • Updated • 111 • 8
sthanika-ai/Sieve-0.8B
Text Classification • Updated • 86 • 5
sthanika-ai/Sieve-9B-v2
Text Classification • Updated • 109 • 7
sthanika-ai/Sieve-27B
Text Classification • Updated • 151 • 5
sthanika-ai/Sieve-4B
Text Classification • Updated • 162 • 5
sthanika-ai/Sieve-9B
Text Classification • Updated • 109 • 6
sthanika-ai/Sieve-2B
Text Classification • Updated • 5
sthanika-ai/Sieve-2B-v2
Text Classification • Updated • 5
sthanika-ai/gemma3-12b-kcc-advisory
Text Generation • Updated • 18 • 4
datasets 11
sthanika-ai/Sieve-2B-v3-decision-index-results
Updated • 51 • 2
sthanika-ai/Sieve-31B-decision-index-results
Updated • 172 • 6
sthanika-ai/Sieve-0.8B-decision-index-results
Updated • 115 • 5
sthanika-ai/Sieve-27B-decision-index-results
Updated • 174 • 4
sthanika-ai/Sieve-9B-v2-decision-index-results
Updated • 195 • 3
sthanika-ai/Sieve-9B-decision-index-results
Updated • 151 • 4
sthanika-ai/Sieve-4B-decision-index-results
Updated • 261 • 5
sthanika-ai/Sieve-2B-v2-decision-index-results
Updated • 134 • 3
sthanika-ai/Sieve-2B-decision-index-results
Updated • 153 • 4
sthanika-ai/Indic-KCC-Agri-Advisory-Benchmark
Viewer • Updated • 5.5k • 83 • 5