MODEL / META

Llama 3.1 70B

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

一次情報

総パラメータ70B

推定メモリ~46 GBGGUF Q4

コンテキスト128KText

LicenseLlama 3.1 Community8 official languages

01 / 用途

quality chat
reasoning
synthetic data

02 / 推定適合

Mac Studio M5 Ultra · 96 GB余裕あり MacBook Pro M5 Max · 64 GBぎりぎり Framework Desktop · Ryzen AI Max+ 395 · 128 GB余裕あり NVIDIA DGX Spark · 128 GB余裕あり Mac Studio M3 Ultra · 96 GB余裕あり

03 / 実行環境

These are runtime examples, not validated installation recipes. Fit estimates assume quantized files; official repositories may hold full-precision weights. MLX, GGUF and TensorRT require matching conversions or engines.

OllamaEasyollama run llama3.1:70b

llama.cppMediumllama-server -m /path/to/verified-model.gguf --port 9931

LM StudioEasySearch “meta-llama/Llama-3.1-70B-Instruct” → Load a Q4/INT4 build → Start Server

MLX LMMediummlx_lm.server --model meta-llama/Llama-3.1-70B-Instruct

注意

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