Видео ютуба по тегу Weight Quantization

Quantization Hurts Reasoning? An Empirical Study on Quantized Reasoning Models (Apr 2025)
Quantization Hurts Reasoning? An Empirical Study on Quantized Reasoning Models (Apr 2025)
Seminar: AWQ-Activation-aware Weight Quantization for LLM Compression and Acceleration (06/12/2025)
Seminar: AWQ-Activation-aware Weight Quantization for LLM Compression and Acceleration (06/12/2025)
ICQuant: Index Coding enables Low-bit LLM Quantization
ICQuant: Index Coding enables Low-bit LLM Quantization
Sinq: нормализованное по Синкхорну квантование для низкоточных весов LLM без калибровки
Sinq: нормализованное по Синкхорну квантование для низкоточных весов LLM без калибровки
SINQ: Calibration-Free Low-Bit LLM Quantization
SINQ: Calibration-Free Low-Bit LLM Quantization
[ICCV 2025] Scheduling Weight Transitions for Quantization-Aware Training
[ICCV 2025] Scheduling Weight Transitions for Quantization-Aware Training
LLM Fine-Tuning 13: LLM Quantization Explained (PART 2) | PTQ, QAT, GPTQ, AWQ, GGUF, GGML, llama.cpp
LLM Fine-Tuning 13: LLM Quantization Explained (PART 2) | PTQ, QAT, GPTQ, AWQ, GGUF, GGML, llama.cpp
AMD Describes Quantization Techniques for Efficient Deployment of Large Language Models (Preview)
AMD Describes Quantization Techniques for Efficient Deployment of Large Language Models (Preview)
LLM Quantization Techniques Explained - GPTQ AWQ GGUF HQQ BitNet
LLM Quantization Techniques Explained - GPTQ AWQ GGUF HQQ BitNet
Behind the Stack, Ep 7 - Choosing the Right Quantization for Self-Hosted LLMs
Behind the Stack, Ep 7 - Choosing the Right Quantization for Self-Hosted LLMs
MICROSOFT'S WINA: WEIGHT INFORMED NEURON ACTIVATION FOR ACCELERATING LARGE LANGUAGE MODEL INFERENCE
MICROSOFT'S WINA: WEIGHT INFORMED NEURON ACTIVATION FOR ACCELERATING LARGE LANGUAGE MODEL INFERENCE
Scaling Law for Quantization Aware Training
Scaling Law for Quantization Aware Training
Ep 80: Scaling Law for Quantization-Aware Training
Ep 80: Scaling Law for Quantization-Aware Training
Как LLM выживают в условиях низкой точности | Основы квантования
Как LLM выживают в условиях низкой точности | Основы квантования
Momentum Episode 5: Quantization techniques for Large Language Models
Momentum Episode 5: Quantization techniques for Large Language Models
LLM Quantization Explained
LLM Quantization Explained
Task-Circuit Quantization: Leveraging Knowledge Localization and Interpretability for Compression
Task-Circuit Quantization: Leveraging Knowledge Localization and Interpretability for Compression
AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
Accumulator-Aware Quantization
Accumulator-Aware Quantization
DATE '25 - Column-wise Quantization of Weights and Partial Sums... (presented by: Jiyoon Kim)
DATE '25 - Column-wise Quantization of Weights and Partial Sums... (presented by: Jiyoon Kim)
inside tensorflow quantization aware training
inside tensorflow quantization aware training
8 bit optimizers via block wise quantization
8 bit optimizers via block wise quantization
how to quantize an llm with gguf or awq
how to quantize an llm with gguf or awq
awq for llm quantization
awq for llm quantization
quantization process
quantization process