# export_hf_checkpoint uses MODEL_NAME_TO_TYPE to identify the model class. # Qwen3_5MoeForCausalLM is not in the registry in modelopt 0.42 — add it now. from modelopt.torch.export.model_utils import ...

Local AI Made Easy: Automating Hugging Face to GGUF Model Quantization on Windows with Docker & Python. #AI #LLM #OpenSource #DevOps #Docker #Python #PowerShell #MachineLearning #Quantization #Qwen ...

from flashinfer.fused_moe import trtllm_fp4_block_scale_routed_moe ...

👋Looking for Computer Vision Interns at Spyne You'll work on: - Object detection - Segmentation - GANs/diffusion for image synthesis - Model optimization (Quantization, TensorRT, ONNX) Python + ...

At the architectural level, Command A+ represents a major evolution from Cohere’s previous dense models. It is a decoder-only Sparse Mixture-of-Experts (MoE) Transformer. While the model houses a ...

Abstract: Recent expansions in multimedia devices for many applications, such as surveillance, self-driving cars, and healthcare, gather enormous amounts of real-time images for processing and ...

I built a local AI setup out of two old GPUs that sell for cheap, and it beats a single new card ...

More parameters doesn't always mean more capabilities.

Version 5.0 Modernizes DNN Engine, Adds LLM/VLM Support, and Enhances Core, Hardware Acceleration, and 3D Stack.