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Agent skills

Reusable instructions for compatible AI agents.

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Agent skill

GPTQ (Generative Pre-trained Transformer Quantization)

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 fin...

OpenClawData & Analytics
Dicklesworthstone1,960
Agent skill

GPTQ (Generative Pre-trained Transformer Quantization)

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 fin...

OpenClawDevelopment & Engineering
davila733,296
Agent skill · Reference

ai-research-10-optimization-gptq

Agent skill for ML / AI Engineer, Data Scientist, Backend Developer, published by zxmengde. Project details and file access are provided by the publisher.

OpenClawDevelopment & Engineering
zxmengde0
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