Title: Week 13 Resources
Course: AIINFRA 201: Model Adaptation — Fine-Tuning & Quantization > Section: Week 13 — Advanced Quantization: AWQ, GPTQ, FP8, and KV-Cache Quantization

📚 Resources

- Transformers — Quantization Concepts: https://huggingface.co/docs/transformers/en/quantization/concept_guide
- Transformers — AWQ Quantization: https://huggingface.co/docs/transformers/quantization/awq
- Transformers — GPTQ Quantization: https://huggingface.co/docs/transformers/quantization/gptq
- vLLM — Quantized KV Cache: https://docs.vllm.ai/en/stable/features/quantization/quantized_kvcache/

Week 14 · Knowledge Distillation and Quality-Size Tradeoff Analysis

Notion ID: 392c08fd-0278-8178-9893-cd7d292f973e Notion URL: https://app.notion.com/p/392c08fd027881789893cd7d292f973e