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NVIDIA GPU

NVIDIA GeForce RTX 3070

The NVIDIA GeForce RTX 3070 has 8GB of VRAM and 448 GB/s of memory bandwidth. Its sweet spot tops out around Qwen3-8B — the largest model that loads cleanly at a quality quant with llama.cpp at 8K context.

VRAM
8 GB
Memory bandwidth
448 GB/s
TDP
220 W
MSRP
$499
Backends
CUDA · Vulkan

Specs as of 2026-07-08 · source

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What an NVIDIA GeForce RTX 3070 can run

Every model we track, graded at its best clean-fit quant. Click any verdict for the full breakdown.

ModelBest-quant verdict · llama.cpp · 8K context
Qwen3-8BFits · B · Q4_K_Minteractive
gemma-4-26B-A4B-itTight · C · MXFP4_MOEinteractive · offloadbeta
Qwen2.5-7B-InstructFits · B · Q5_K_Minteractive
Qwen2.5-1.5B-InstructFits · A+ · Q8_0interactive
Llama-3.2-1B-InstructFits · A+ · Q8_0interactive
Llama-3.1-8B-InstructFits · B · Q4_K_Minteractive
DeepSeek-R1Won't fitbeta
Qwen3.5-9BTight · C · Q4_K_Minteractivebeta
gpt-oss-20bTight · C · MXFP4interactive · offloadbeta
Qwen3.6-35B-A3BTight · C · MXFP4_MOEinteractive · offloadbeta
Qwen2.5-3B-InstructFits · A+ · Q8_0interactive
Qwen3-32BTight · C · Q4_K_Musable · offloadbeta
Qwen3.6-27BTight · C · Q4_K_Musable · offloadbeta
Qwen2.5-0.5B-InstructFits · A+ · Q8_0interactive
Mistral-7B-Instruct-v0.3Fits · B · Q5_K_Minteractive
gpt-oss-120bWon't fitbeta
Qwen3-14BTight · C · Q4_K_Musable · offloadbeta
Qwen3-30B-A3BTight · C · Q4_K_Minteractive · offloadbeta
Qwen2.5-32B-InstructTight · C · Q4_K_Musable · offloadbeta
DeepSeek-V4-FlashWon't fitbeta
Qwen2.5-14B-InstructTight · C · Q4_K_Musable · offloadbeta
Llama-3.2-3B-InstructFits · A+ · Q8_0interactive
gemma-3-4b-itFits · B · Q8_0interactivebeta
gemma-3-12b-itTight · C · Q4_K_Minteractive · offloadbeta
Llama-3.1-70B-InstructTight · C · Q4_K_Mpainful · offloadbeta
Phi-3.5-mini-instructFits · B · Q5_K_Minteractive
Phi-4Tight · C · Q4_K_Musable · offloadbeta
DeepSeek-R1-Distill-Qwen-32BTight · C · Q4_K_Musable · offloadbeta
gemma-3-27b-itTight · C · Q4_K_Musable · offloadbeta
Llama-3.3-70B-InstructTight · C · Q4_K_Mpainful · offloadbeta
Qwen2.5-72B-InstructTight · C · Q4_K_Mpainful · offloadbeta
gemma-2-2b-itFits · A+ · Q8_0interactivebeta
DeepSeek-R1-Distill-Qwen-14BTight · C · Q4_K_Musable · offloadbeta
DeepSeek-R1-Distill-Llama-8BFits · B · Q4_K_Minteractive
DeepSeek-R1-Distill-Qwen-7BFits · B · Q5_K_Minteractive
gemma-2-9b-itTight · C · Q4_K_Minteractive · offloadbeta
Mistral-Nemo-Instruct-2407Tight · C · Q4_K_Minteractive · offloadbeta
QwQ-32BTight · C · Q4_K_Musable · offloadbeta
Mistral-Small-24B-Instruct-2501Tight · C · Q4_K_Musable · offloadbeta
gemma-2-27b-itTight · C · Q4_K_Musable · offloadbeta

Verdicts computed from published specs and measured GGUF sizes — how the math works.