How DeepSeek’s DSpark Makes LLMs 85% Faster Without Retraining

DeepSeek has introduced DSpark, an open-source speculative decoding method that accelerates LLM inference by up to 85% ...
techtimes

NVIDIA’s New LLM Decodes 6x More Tokens Without an Auxiliary Draft Model

Any engineer currently running Eagle3 or a multi-token-prediction setup to speed up their LLM inference now has a compelling reason to look at the alternative NVIDIA's research team published Tuesday.
IEEE

Emotion-Aware LLM Adaptation for Empathetic Dialogue Generation

Abstract: The increasing emphasis on spiritual well-being in contemporary society has fueled a growing demand for empathetic dialogue generation. While large language models (LLMs) have demonstrated ...
note

Local LLM Performance Verification for 16GB VRAM or Less Part 7: Was the "Coder-Specialized Model" Just for Show? How 4 Popular Models Were Completely Defeated by the Benchmark ...

This time, I have gathered four open models that claim to be "coding-specialized." While the lineup is varied, including Qwen-based and Gemma fine-tuned models, they all share one goal: to verify if ...
XDA Developers on MSN

I tested Google's new Gemma 4 12B on my 8GB GPU, and now I don't want to go back to smaller models

Not bad for limited hardware ...
GitHub

Simple gguf LLM Qwen3-VL, Qwen3.5, Qwen3.6, Gemma4 and others model loader for Comfy-UI.

Version 0.3.17 or latest supports qwen3-VL. Version 0.3.30 or latest supports qwen3.5. Version 0.3.35 or latest supports gemma4.
IEEE

Spatio-Temporal and Retrieval-Augmented Modeling for Chest X-Ray Report Generation

Abstract: Chest X-ray report generation has attracted increasing research attention. However, most existing methods neglect the temporal information and typically generate reports conditioned on a ...
GitHub

A generative speech model for daily dialogue.

For the extended end-user products, please refer to the index repo Awesome-ChatTTS maintained by the community. You can find a diagram visualization of the codebase here. ChatTTS is a text-to-speech ...