DeepSeek
MiniCPM
MiniCPM has the stronger recent editorial momentum in the labeled evidence. DeepSeek is still active on the board, but its latest reports skew less favorable.
Editorial read, not a benchmark — see /methodology.
Pezego-HITL: A policy-grounded large language model architecture for agricultural extension in Ghana — Large language models are increasingly deployed in agricultural decision-support settings, yet high-stakes crop protection in smallholder agriculture requires more than output-q
LiteTopK: Exploiting the Curse of Dimensionality for a Fused Indexer-TopK Kernel in Long-Context Sparse Attention — Indexer-TopK, the operation to compute the scores and select the top-k candidates, is widely used by sparse attention kernels in large language models and vector re
Understanding before Naming! Enhancing LLM-based Method Name Prediction with Code Summarization — Method names are critical to software quality, affecting code comprehensibility, maintainability, and developer collaboration. However, manually designing meaningful method names is
Less Experts, Faster Decoding: Cost-Aware Speculative Decoding for Mixture-of-Experts — Sparse Mixture-of-Experts (MoE) models have become an important approach for scaling Large Language Models (LLMs), but their inference efficiency depends strongly on expert activation patterns
LiteTopK: Exploiting the Curse of Dimensionality for a Fused Indexer-TopK Kernel in Long-Context Sparse Attention — Indexer-TopK, the operation to compute the scores and select the top-k candidates, is widely used by sparse attention kernels in large language models and vector re
Can Agentic Trading Systems Pay for Their Own Intelligence? — Large language model (LLM) agents are increasingly used in trading systems, where model reasoning, tool use, and continual decisions incur costs that are expected to produce trading value. Existing evaluations typicall
GnLOLot/MiniCPM5-1B-Claude-Opus-Fable5-V2-Thinking-GGUF — Open-weight model release on Hugging Face - text-generation - 595 downloads
GnLOLot/MiniCPM5-1B-Claude-Opus-Fable5-Thinking — Open-weight model release on Hugging Face - text-generation - 3483 downloads
GnLOLot/MiniCPM5-1B-Claude-Opus-Fable5-Thinking-GGUF — Open-weight model release on Hugging Face - text-generation - 2239 downloads