Pruna 0.3.2: More OSS Algos, More Ways to Optimize
โข 5
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Efficient machine learning for any model and hardware: pruning, quantization, compilation, and more.
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Today, we open-source Pruna-Qwen-Image-2.1, a set of a few-step LoRA adapters that make Qwen-Image-2. up to 6.3ร faster for image generation and editing.
Try it here: PrunaAI/Pruna-Qwen-Image-2.1
Try it here: PrunaAI/Pruna-Qwen-Image-2.1
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P-Bench: new public benchmark for T2I models
- Compare optimized or accelerated endpoints on quality, speed, and price.
- Analyze the paretos
- Explore the samples
Check it here ๐ PrunaAI/P-Bench
- Compare optimized or accelerated endpoints on quality, speed, and price.
- Analyze the paretos
- Explore the samples
Check it here ๐ PrunaAI/P-Bench
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154
Hey! We've released PrunaVAED, a drop-in replacement decoder for LTX-2.3
- ~1.7-2.1x faster decoder & ~50% lower peak VRAM
- Near-original visual quality & no changes to the latent encoding
Check it here: PrunaAI/PrunaVAED
- ~1.7-2.1x faster decoder & ~50% lower peak VRAM
- Near-original visual quality & no changes to the latent encoding
Check it here: PrunaAI/PrunaVAED
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191
As First Prune, the one-year Pruna OSS anniversary, is halfway.
Weโre sharing a recap blog post about our OSS journey โ how we started, what weโve built so far, and whatโs next.
Read it here: https://dev.to/pruna-ai/first-prune-celebrate-one-year-of-pruna-oss-50gp
Weโre sharing a recap blog post about our OSS journey โ how we started, what weโve built so far, and whatโs next.
Read it here: https://dev.to/pruna-ai/first-prune-celebrate-one-year-of-pruna-oss-50gp
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127
Pruna OSS is turning 1! To mark this milestone, we're launching the First Prune initiative.
What's First Prune:
If you contribute to open issues at our GitHub repo, you earn Pruna Inference API credits.
How you can participate:
โข Pick an open issue labelled "first-prune" and assign it to you
โข Submit your PR and mark it ready for review by April 30
โข Find out more in the PR template when you open a PR
Each merged PR scores 30 credits.
Letโs build something great together! Find your issue: https://github.com/PrunaAI/pruna/issues
What's First Prune:
If you contribute to open issues at our GitHub repo, you earn Pruna Inference API credits.
How you can participate:
โข Pick an open issue labelled "first-prune" and assign it to you
โข Submit your PR and mark it ready for review by April 30
โข Find out more in the PR template when you open a PR
Each merged PR scores 30 credits.
Letโs build something great together! Find your issue: https://github.com/PrunaAI/pruna/issues
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2625
More OSS than ever with the latest pruna 0.3.2 release. It extends existing algorithm families, such as compilers, kernels, and pruners, and adds new ones, including decoders, distillers, enhancers, and recoverers. But it's not only a collection of algorithms; instead, you can easily combine them to get the biggest efficiency win.
Read the full blog here: https://huggingface.co/blog/PrunaAI/pruna-0-3-2-open-source-optimization-algorithms
Read the full blog here: https://huggingface.co/blog/PrunaAI/pruna-0-3-2-open-source-optimization-algorithms