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Salary data (India, US, global)
Salary benchmarks from job postings with stated pay: India, United States and 45+ countries in US$. CC BY-NC 4.0, Fliar BI.
LatentRAG_Models
This collection contains LatentRAG models finetuned using different teacher models and retrieval models.
CERTA: Certified Compression for Clinical Decisions
CERTA certify-or-escalate layers (no base weights) for quantized clinical verifiers: NF4 flagship, then LLM.int8(), then RTN variants.
Gargi
384M English model trained from scratch on ~17B tokens. Thinks step by step, holds a conversation, reads ~16K tokens. Apache-2.0.
Salary data (India, US, global)
Salary benchmarks from job postings with stated pay: India, United States and 45+ countries in US$. CC BY-NC 4.0, Fliar BI.
CERTA: Certified Compression for Clinical Decisions
CERTA certify-or-escalate layers (no base weights) for quantized clinical verifiers: NF4 flagship, then LLM.int8(), then RTN variants.
Gargi
384M English model trained from scratch on ~17B tokens. Thinks step by step, holds a conversation, reads ~16K tokens. Apache-2.0.
LatentRAG_Models
This collection contains LatentRAG models finetuned using different teacher models and retrieval models.