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AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
Paper • 2306.00978 • Published • 17 -
GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers
Paper • 2210.17323 • Published • 13 -
LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale
Paper • 2208.07339 • Published • 6 -
QLoRA: Efficient Finetuning of Quantized LLMs
Paper • 2305.14314 • Published • 65
Guilherme Monteiro
guicybercode
·
AI & ML interests
smol-llms, llm-training, chinese-history, brazilian-history, production-ml, terminal-ui, data-curation, edge-ai
Recent Activity
liked a Space about 16 hours ago
HuggingFaceTB/SmolLM3-3B-WebGPU liked a model about 16 hours ago
unsloth/SmolLM3-3B-GGUF liked a model about 16 hours ago
LiquidAI/LFM2-350MOrganizations
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AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
Paper • 2306.00978 • Published • 17 -
GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers
Paper • 2210.17323 • Published • 13 -
LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale
Paper • 2208.07339 • Published • 6 -
QLoRA: Efficient Finetuning of Quantized LLMs
Paper • 2305.14314 • Published • 65
Datasets and an interactive explorer connecting Japan, Iceland, mathematics, technology, philosophy, Asian culture and Christian ethics.
datasets 7
guicybercode/llm-injection-pilot
Viewer • Updated • 832 • 44
guicybercode/nl2bash-pt
Viewer • Updated • 24.7k • 58
guicybercode/iceland-tech-christian-ethics-prompts
Viewer • Updated • 24 • 34
guicybercode/japan-math-philosophy-prompts
Viewer • Updated • 24 • 45
guicybercode/br-sovereign-llm-corpus
Viewer • Updated • 8 • 50
guicybercode/china-ai-dataset
Updated • 68
guicybercode/china-brazil-history-corpus
Preview • Updated • 21