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Llama 3.2 11B Vision Instruct

Model Overview

The Llama 3.2-Vision collection of multimodal large language models (LLMs) is a collection of pretrained and instruction-tuned image reasoning generative models in 11B and 90B sizes (text + images in / text out). The Llama 3.2-Vision instruction-tuned models are optimized for visual recognition, image reasoning, captioning, and answering general questions about an image. The models outperform many of the available open source and closed multimodal models on common industry benchmarks.

  • Model Architecture: Llama 3.2-Vision is built on top of Llama 3.1 text-only model, which is an auto-regressive language model that uses an optimized transformer architecture. The tuned versions use supervised fine-tuning (SFT) and reinforcement learning with human feedback (RLHF) to align with human preferences for helpfulness and safety. To support image recognition tasks, the Llama 3.2-Vision model uses a separately trained vision adapter that integrates with the pre-trained Llama 3.1 language model. The adapter consists of a series of cross-attention layers that feed image encoder representations into the core LLM.
  • Model Source: meta-llama/Llama-3.2-11B-Vision-Instruct
  • License: llama3.2

QPC Configuration # 1

Precision SoCs / Tensor slicing NSP-Cores (per SoC) Full Batch Size Chunking Prompt Length Context Length (CL) Generated URL Download Generation Date
MXFP6 2 16 1 128 4096 https://dc00tk1pxen80.cloudfront.net/SDK1.20.4/meta-llama/Llama-3.2-11B-Vision-Instruct/Llama-3.2-11B-Vision-Instruct_qpc_16cores_128pl_4096cl_2devices_mxfp6_mxint8.tar.gz Download 21-Jan-2026

QPC Configuration # 2

Precision SoCs / Tensor slicing NSP-Cores (per SoC) Full Batch Size Chunking Prompt Length Context Length (CL) QPC URL QPC Size QPC Download Onnx URL Onnx Download Generation Date
MXFP6 2 16 1 128 4096 https://dc00tk1pxen80.cloudfront.net/SDK1.20.4/meta-llama/Llama-3.2-11B-Vision-Instruct/Llama-3.2-11B-Vision-Instruct_qpc_Encoder_16cores_128pl_4096cl_2devices_mxfp6.tar.gz 3.4GB Download https://dc00tk1pxen80.cloudfront.net/SDK1.20.4/meta-llama/Llama-3.2-11B-Vision-Instruct/Llama-3.2-11B-Vision-Instruct_Encoder_ONNX.tar.gz Download 18-June-2026
MXFP6 2 16 1 128 4096 https://dc00tk1pxen80.cloudfront.net/SDK1.20.4/meta-llama/Llama-3.2-11B-Vision-Instruct/Llama-3.2-11B-Vision-Instruct_qpc_Decoder_16cores_128pl_4096cl_2devices_mxfp6.tar.gz 11GB Download https://dc00tk1pxen80.cloudfront.net/SDK1.20.4/meta-llama/Llama-3.2-11B-Vision-Instruct/Llama-3.2-11B-Vision-Instruct_Decoder_ONNX.tar.gz Download 18-June-2026

QPC Configuration # 3

Precision SoCs / Tensor slicing NSP-Cores (per SoC) Full Batch Size Chunking Prompt Length Context Length (CL) QPC URL QPC Size QPC Download Onnx URL Onnx Download Generation Date
MXFP6 1 16 1 128 4096 https://dc00tk1pxen80.cloudfront.net/SDK1.20.4/meta-llama/Llama-3.2-11B-Vision-Instruct/Llama-3.2-11B-Vision-Instruct_qpc_Encoder_16cores_128pl_4096cl_2ts_mxfp6.tar.gz 2.2GB Download https://dc00tk1pxen80.cloudfront.net/SDK1.20.4/meta-llama/Llama-3.2-11B-Vision-Instruct/Llama-3.2-11B-Vision-Instruct_Encoder_ONNX.tar.gz Download 19-June-2026
MXFP6 1 16 1 128 4096 https://dc00tk1pxen80.cloudfront.net/SDK1.20.4/meta-llama/Llama-3.2-11B-Vision-Instruct/Llama-3.2-11B-Vision-Instruct_qpc_Decoder_16cores_128pl_4096cl_2ts_mxfp6.tar.gz 8.7GB Download https://dc00tk1pxen80.cloudfront.net/SDK1.20.4/meta-llama/Llama-3.2-11B-Vision-Instruct/Llama-3.2-11B-Vision-Instruct_Decoder_ONNX.tar.gz Download 19-June-2026