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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
new activity about 15 hours ago
QLNI/embeddings-are-overpriced:Throughput scaling with threads and context length? updated a model about 15 hours ago
guicybercode/Aira-2-portuguese-124M-mlx-4bit published a model about 15 hours ago
guicybercode/Aira-2-portuguese-124M-mlx-4bitOrganizations
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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.
spaces 4
Running
CORS em servidores de LLM locais
🚀
CORS de llama-server, Ollama e vLLM em config padrão
Running on Zero
Agents
Piloto de injeção de prompt, explorador
🚀
Resultados agregados de um piloto pequeno, em CPU
Running on Zero
Agents
nl2bash-pt, explorador da medição de erro de tradução
🚀
200 linhas rotuladas, filtros por fonte e classe
Running
Culture Compass
🚀
Explore random multilingual editorial activities on math, tech, ethics
models 9
guicybercode/Aira-2-portuguese-124M-GGUF
Text Generation • 0.1B • Updated • 71
guicybercode/NBR-1B-Portuguese-MCQ-mlx-4bit
Text Generation • 1B • Updated • 16
guicybercode/NBR-1B-Portuguese-MCQ-GGUF
Text Generation • 1B • Updated • 50
guicybercode/Tucano-630m-mlx-4bit
Text Generation • 0.6B • Updated • 13
guicybercode/Tucano-630m-GGUF
Text Generation • 0.6B • Updated • 58
guicybercode/Aira-2-portuguese-124M-mlx-4bit
Text Generation • 0.1B • Updated • 13
guicybercode/br-sovereign-llm-research
Updated
guicybercode/br-sovereign-llm-smoke
Text Generation • 150k • Updated • 30
guicybercode/zh-news-gpt-20m
Updated • 5
datasets 9
guicybercode/cybercode-bench-ptbr
Viewer • Updated • 200
guicybercode/cors-servidores-llm-locais
Viewer • Updated • 11
guicybercode/nl2bash-pt
Viewer • Updated • 24.7k • 98
guicybercode/llm-injection-pilot
Viewer • Updated • 832 • 79
guicybercode/iceland-tech-christian-ethics-prompts
Viewer • Updated • 24 • 33
guicybercode/japan-math-philosophy-prompts
Viewer • Updated • 24 • 42
guicybercode/br-sovereign-llm-corpus
Viewer • Updated • 8 • 56
guicybercode/china-ai-dataset
Updated • 73
guicybercode/china-brazil-history-corpus
Preview • Updated • 22