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Efficient machine learning for any model and hardware: pruning, quantization, compilation, and more.

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begumcig 
in PrunaAI/P-Bench 3 days ago
begumcig 
in PrunaAI/P-Bench 3 days ago

log scale

1
#3 opened 9 days ago by
minette-kaunismaki
sdiazlor 
posted an update 10 days ago
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118
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 👉 PrunaAI/P-Bench
begumcig 
in PrunaAI/P-Bench 11 days ago

ui-updates

1
#1 opened 11 days ago by
minette-kaunismaki
sdiazlor 
posted an update about 1 month ago
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148
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
mehdiPrunaAI 
in PrunaAI/PrunaVAED about 1 month ago

Update README.md

👍 1
#1 opened about 1 month ago by
sdiazlor
sdiazlor 
in PrunaAI/PrunaVAED about 1 month ago

Update README.md

👍 1
#1 opened about 1 month ago by
sdiazlor
sdiazlor 
posted an update 5 months ago
sdiazlor 
posted an update 5 months ago
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121
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:
• Pick an open issue labelled "first-prune" and assign it to you
• Submit your PR and mark it ready for review by April 30
• Find out more in the PR template when you open a PR

Each merged PR scores 30 credits.

Let’s build something great together! Find your issue: https://github.com/PrunaAI/pruna/issues
sdiazlor 
posted an update 6 months ago
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2620
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
davidberenstein1957 
posted an update 9 months ago