gptq - AI Research Skills
by Orchestra Research
Cross-platformSkillskillai-researchAI-Research-SKILLs-main
Description
Post-training 4-bit quantization for LLMs with minimal accuracy loss. Use for deploying large models (70B, 405B) on consumer GPUs, when you need 4× memory reduction with <2% perplexity degradation, or for faster inference (3-4× speedup) vs FP16. Integrates with transformers and PEFT for QLoRA fine-tuning.
Type
Skill
Ecosystem
Cross-platform
Trust Score
85%
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