4 papers
SAGE Celer 2.6 Technical Card
SAGEA Research Team, Basab Jha, Firoj Paudel +8
We introduce SAGE Celer 2.6, the latest in our line of general-purpose Celer models from SAGEA. Celer 2.6 is available in 5B, 10B, and 27B parameter sizes and benefits from extensi…
SAGE-32B: Agentic Reasoning via Iterative Distillation
Basab Jha, Firoj Paudel, Ujjwal Puri +6
We demonstrate SAGE-32B, a 32 billion parameter language model that focuses on agentic reasoning and long range planning tasks. Unlike chat models that aim for general conversation…
Thinking About Thinking: SAGE-nano's Inverse Reasoning for Self-Aware Language Models
Basab Jha, Firoj Paudel, Ujjwal Puri +3
Large Language Models (LLMs) have demonstrated remarkable capabilities at solving complex reasoning tasks with Chain-of-Thought (CoT) prompting, but their decision-making processes…
Fragile Mastery: Are Domain-Specific Trade-Offs Undermining On-Device Language Models?
Basab Jha, Firoj Paudel
The application of on-device language models (ODLMs) on resource-constrained edge devices is a multi-dimensional problem that strikes a fine balance between computational effective…