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Agent skills

Reusable instructions for compatible AI agents.

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Agent skill

bitsandbytes - LLM Quantization

Quantizes LLMs to 8-bit or 4-bit for 50-75% memory reduction with minimal accuracy loss. Use when GPU memory is limited, need to fit larger models, or want faster inference. Supports INT8, NF4, FP4 formats, QLoRA training, and 8-bit optimizers. Works with HuggingFace Transformers.

OpenClawData & Analytics
davila733,110
Agent skill

bitsandbytes - LLM Quantization

Quantizes LLMs to 8-bit or 4-bit for 50-75% memory reduction with minimal accuracy loss. Use when GPU memory is limited, need to fit larger models, or want faster inference. Supports INT8, NF4, FP4 formats, QLoRA training, and 8-bit optimizers. Works with HuggingFace Transformers.

OpenClawData & Analytics
Dicklesworthstone1,960
Agent skill

bitsandbytes - LLM Quantization

Quantizes LLMs to 8-bit or 4-bit for 50-75% memory reduction with minimal accuracy loss. Use when GPU memory is limited, need to fit larger models, or want faster inference. Supports INT8, NF4, FP4 formats, QLoRA training, and 8-bit optimizers. Works with HuggingFace Transformers.

OpenClawDevelopment & Engineering
luo-kai14
Agent skill

Local LLM Fine-Tuning Specialist

Guides users through the process of preparing datasets and fine-tuning local Large Language Models (LLMs) using techniques like LoRA and QLoRA.

OpenClawDevelopment & Engineering
luokai014
Agent skill · Reference

unsloth-quantization

Agent skill for ML / AI Engineer, Data Scientist, Backend Developer, published by cuba6112. Project details and file access are provided by the publisher.

OpenClawDevelopment & Engineering
cuba6112
Not specifiedView resource
Agent skill · Reference

unsloth-qlora

Agent skill for ML / AI Engineer, Data Scientist, Backend Developer, published by cuba6112. Project details and file access are provided by the publisher.

OpenClawDevelopment & Engineering
cuba6112
Not specifiedView resource
Agent skill · Reference

ai-research-10-optimization-bitsandbytes

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
Not specifiedView resource
Agent skill · Reference

fine-tuning-expert

Agent skill for ML / AI Engineer, Data Scientist, DevOps / SRE, published by hainamchung. Project details and file access are provided by the publisher.

OpenClawDevelopment & Engineering
hainamchung54
Not specifiedView resource
Agent skill · Reference

llm-fine-tuning

Agent skill for ML / AI Engineer, Data Scientist, Product Manager, published by JH9282026. Project details and file access are provided by the publisher.

OpenClawDevelopment & Engineering
JH9282026
Not specifiedView resource
Agent skill · Reference

moai-ml-llm-fine-tuning

Agent skill for ML / AI Engineer, Data Scientist, Product Manager, published by majiayu000. Project details and file access are provided by the publisher.

OpenClawDevelopment & Engineering
majiayu000710
Not specifiedView resource

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