Видео ютуба по тегу Weight Quantization

Квантование против обрезки против дистилляции: оптимизация нейронных сетей для вывода
Квантование против обрезки против дистилляции: оптимизация нейронных сетей для вывода
MLSys'24 Best Paper - AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
MLSys'24 Best Paper - AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
Как LLM выживают в условиях низкой точности | Основы квантования
Как LLM выживают в условиях низкой точности | Основы квантования
What is LLM quantization?
What is LLM quantization?
Inference With Quantized Weights | Quantization | TensorTeach
Inference With Quantized Weights | Quantization | TensorTeach
Quantizing LLMs - How & Why (8-Bit, 4-Bit, GGUF & More)
Quantizing LLMs - How & Why (8-Bit, 4-Bit, GGUF & More)
LLM's Weight Quantization Explained
LLM's Weight Quantization Explained
Quantize LLMs with AWQ: Faster and Smaller Llama 3
Quantize LLMs with AWQ: Faster and Smaller Llama 3
Introduction to Deep Learning for Edge Devices Session 3: Quantization
Introduction to Deep Learning for Edge Devices Session 3: Quantization
BitsFusion: 1.99 bits Weight Quantization of Diffusion Model
BitsFusion: 1.99 bits Weight Quantization of Diffusion Model
THE SUPER WEIGHT IN LARGE LANGUAGE MODELS
THE SUPER WEIGHT IN LARGE LANGUAGE MODELS
Structured Compression by Weight Encryption for Unstructured Pruning and Quantization
Structured Compression by Weight Encryption for Unstructured Pruning and Quantization
The Hardware Impact of Quantization and Pruning for Weights in Spiking Neural Networks
The Hardware Impact of Quantization and Pruning for Weights in Spiking Neural Networks
Quantization explained with PyTorch - Post-Training Quantization, Quantization-Aware Training
Quantization explained with PyTorch - Post-Training Quantization, Quantization-Aware Training
AWQ for LLM Quantization
AWQ for LLM Quantization
Объяснение LoRA (и немного о точности и квантизации)
Объяснение LoRA (и немного о точности и квантизации)
Understanding int8 neural network quantization
Understanding int8 neural network quantization
TinyML Book Screencast #4 - Quantization
TinyML Book Screencast #4 - Quantization
1-Bit LLM: The Most Efficient LLM Possible?
1-Bit LLM: The Most Efficient LLM Possible?
[ICCV 2025] Scheduling Weight Transitions for Quantization-Aware Training
[ICCV 2025] Scheduling Weight Transitions for Quantization-Aware Training