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MODEL / META

Llama 3.1 70B

Plan for 48 GB minimum at Q4 and more for meaningful context or concurrency.

Primary source
Total parameters70B
Estimated memory~46 GBGGUF Q4
Context128KText
LicenseLlama 3.1 Community8 official languages
01 / BEST FOR
  • quality chat
  • reasoning
  • synthetic data
02 / ESTIMATED FIT
Apple silicon · 64 GBTightDatacenter · 80 GBComfortable
03 / DEPLOY WITH
OllamaEasyollama run llama3.1:70b
llama.cppMediumllama-server -m /path/to/verified-model.gguf --port 8080
LM StudioEasySearch “meta-llama/Llama-3.1-70B-Instruct” → Load a Q4/INT4 build → Start Server
MLX LMMediummlx_lm.chat --model meta-llama/Llama-3.1-70B-Instruct
Watch out

Plan for 48 GB minimum at Q4 and more for meaningful context or concurrency.