Quantized AI Benchmark
🚀 Welcome to Quantized AI Benchmark!
This channel is your go-to source for fast, objective, and in-depth benchmarks comparing quantized AI models.
As my experience, Q5 and Q4 are the best quantized levels for getting the job done. Q5 is very close to BF16 in terms of quality, and Q4 is also great, though slightly lower in performance than Q5. Depending on the size and weight of the AI model, I usually choose between Q5 and Q4. However, for very small models (like tiny ones), I might go for Q8 instead.
My goal is to work exclusively with local models in this channel. All results, charts, opinions, and recommendations are based on my personal experiences.
Benchmark quantized AI models are on topics like:
💻 Electronics & Programming
🧠 Coding & Sysadmin Tasks
🌐 Languages & Mathematics
🔬 Physics & Healthcare
🌍 Geography & Cosmology
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#Geography Qwen-3 Gemma-3 GLM-4 Mistral Devstral AI Comparison
#Geography Qwen-3 Gemma-3 GLM-4 Mistral Devstral AI Comparison
#Geography Qwen-3 Gemma-3 GLM-4 Mistral Devstral AI Comparison
#Physics Qwen-3 Gemma-3 GLM-4 Mistral Devstral AI Comparison
#Physics Qwen-3 Gemma-3 GLM-4 Mistral Devstral AI Comparison
#Mathematics Qwen-3 Gemma-3 GLM-4 Mistral Devstral AI Comparison
#Mathematics Qwen-3 Gemma-3 GLM-4 Mistral Devstral AI Comparison
#Translation,Languages Qwen-3 Gemma-3 GLM-4 Mistral Devstral AI Comparison
Easiest, Simplest, Fastest way to run large language model (LLM) locally using llama.cpp CPU + GPU
Easiest, Simplest, Fastest way to run large language model (LLM) locally using llama.cpp CPU only
#NetWork,Python,Socket Qwen-3 Gemma-3 GLM-4 Mistral Devstral AI Comparison
#Perl Qwen-3 Gemma-3 GLM-4 Mistral Devstral AI Comparison
#PyGame,Python,Animation Qwen-3 Gemma-3 GLM-4 Mistral Devstral AI Comparison
#Python,GTK,gi Qwen-3 Gemma-3 GLM-4 Mistral Devstral AI Comparison
#C,programming Qwen-3 Gemma-3 GLM-4 Mistral Devstral AI Comparison
#Bash,Game Qwen-3 Gemma-3 GLM-4 Mistral Devstral AI Comparison
#HTML,JS,CSS,Animation Qwen-3 Gemma-3 GLM-4 Mistral Devstral AI Comparison
#HTML,CSS,JS,Game Qwen-3 Gemma-3 GLM-4 Mistral Devstral AI Comparison
#SVG, Qwen-3 Gemma-3 GLM-4 Mistral Devstral AI Comparison
deepcogito cogito-v1 preview qwen 14B Q5 Benchmark (AI Comparison)
DeepSeek-R1-0528 Qwen3 8B Q5 Benchmark (AI Comparison)
Phi-4 reasoning plus Q5 Benchmark (AI Comparison)
IBM Granite-3.3 8b instruct UD Q5 Benchmark (AI Comparison)
SmallThinker 3B Preview Q5 Benchmark (AI Comparison)
Nvidia OpenCodeReasoning Nemotron 32B Q4 Benchmark (AI Comparison)
Nvidia OpenCodeReasoning Nemotron 14B Q5 Benchmark (AI Comparison)
MiMo 7B RL Q4 Benchmark (AI Comparison)
Devstral Small 2505 Q5 Benchmark (AI Comparison)
DeepSeek R1 Distill Qwen 32B Q4 Benchmark (AI Comparison)
DeepSeek R1 Distill Qwen 14B Q4 Benchmark (AI Comparison)