LLaMa GPTQ 4-Bit Quantization. Billions of Parameters Made Smaller and Smarter. How Does it Work?
Understanding 4bit Quantization: QLoRA explained (w/ Colab)
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Quantizing LLMs - How & Why (8-Bit, 4-Bit, GGUF & More)
Quantization Part 4 : Bit Depth
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QLoRA paper explained (Efficient Finetuning of Quantized LLMs)
Quantization in deep learning | Deep Learning Tutorial 49 (Tensorflow, Keras & Python)
vLLM Office Hours - Exploring Machete, a Mixed-Input GEMM Kernel for Hopper GPUs - December 5, 2024
Bit and Byte Explained in 6 Minutes - What Are Bytes and Bits?
5. Quantization - Digital Audio Fundamentals
4-bit Quantization of LSTM-based Speech Recognition Models - (3 minutes introduction)
4-bit Quantization of LSTM-based Speech Recognition Models - (longer introduction)
How To Quantize To 2 & 4 Bits | Quantization | Ingenium Academy
Quantization in LLM Fractions of Bits
Quantization in LLM Limits
LoRA explained (and a bit about precision and quantization)
BitNet a4.8: 4-bit Activations for 1-bit LLMs
Quantization (Basics, Working Principle, Waveforms, Quantization Error & Quantization Noise)
🔥🚀 Inferencing on Mistral 7B LLM with 4-bit quantization 🚀 - In FREE Google Colab