End-to-end recipes for optimizing diffusion models with torchao and diffusers (inference and FP8 training).
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Jan 8, 2026 - Python
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torchao
Here are 8 public repositories matching this topic...
A survey of modern quantization formats (e.g., MXFP8, NVFP4) and inference optimization tools (e.g., TorchAO, GemLite), illustrated through the example of Llama-3.1 inference.
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Nov 11, 2025 - Python
FLUX.1-dev on AMD Radeon consumer GPUs — fast, low-VRAM, and shippable. Backport patches + benchmarks for torchao + diffusers group_offload on ROCm.
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Apr 19, 2026 - Python
Deploy AI models with an API through quantization and containerization.
flux ai cog pre-commit torch pytest quantization replicate peft huggingface diffusers bitsandbytes unsloth torchao smollm3 pruna
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Jan 17, 2026 - Python
This repository contains code for benchmarking ModernBERT, RoBERTa, and OPT-350m on multi-class emotion classification using 8-bit quantization, backbone freezing, and LoRA-based PEFT.
scikit-learn python3 pytorch scipy lora quantization emotion-analysis plotly-express huggingface-transformers int8-quantization supervised-finetuning llm-inference llm-fine-tuning roberta-base peft-fine-tuning-llm torchao modernbert facebook-opt cochrans-q-test
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Mar 16, 2026 - Python
Identity-preserving image-to-video generation: vision-grounded prompt simplification via Qwen3-VL, Lightning LoRA 4-step inference, and SAM3-masked DINOv3 candidate reranking for fluid 720p video from a single reference image.
computer-vision sam pytorch video-generation image-to-video motion-synthesis diffusion-models text-to-video huggingface-transformers prompt-engineering generative-ai dinov2 video-diffusion identity-preservation torchao lora-fine-tuning wan2 cvpr2026
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Apr 6, 2026 - Python
Run FLUX.1-dev on AMD Radeon GPUs using ROCm with backport patches, optimized scripts, and support for low-VRAM configurations.
react docker flux amd self-hosted pytorch music-generation text-to-image rocm int8 ai-music fastapi diffusers generative-ai ollama rdna3 torchao ace-step group-offload
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May 9, 2026 - Python
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