Pelajari cara menghemat ruang disk dan kuota internet menggunakan Git Sparse Checkout. Panduan lengkap mengelola repositori besar dengan mengabaikan folder berat.

#fediverse #Teknik #Sparse #Checkout

https://dalam.web.id/warta-tekno/teknik-sparse-checkout-git

Sparse nén mô hình fine-tuned và dataset thành delta từ bản gốc. Nén 14GB xuống 1.4GB (lossless) hoặc 50MB (tương đương LoRA), phục hồi trong 4 giây. Áp dụng sau khi training, phù hợp mọi mô hình đã huấn luyện. Hiệu quả cho AI y tế, tài chính, pháp lý. #AI #MachineLearning #FineTuning #ModelCompression #Sparse #TríTuệNhânTạo #HọcMáy #NénMôHình

https://www.reddit.com/r/LocalLLaMA/comments/1q47kyt/delta_compression_for_finetuned_models_and/

Công cụ mới mang tên Sparse giúp nén các mô hình AI đã fine-tune dưới dạng "delta" (phần chênh lệch) so với mô hình gốc.

Điểm nổi bật:
- Nén mô hình 14GB xuống còn 1.4GB (không mất dữ liệu) hoặc 50MB (tương đương LoRA).
- Áp dụng được cho MỌI mô hình đã huấn luyện xong, không cần can thiệp lúc training.
- Tốc độ khôi phục cực nhanh (khoảng 4 giây).
- Giải pháp tối ưu cho lưu trữ và phân phối các mô hình AI chuyên biệt.

#AI #MachineLearning #Sparse #Compression #DeepLearning #CongNghe #TriTueNh

#Unbound #DNS server running in a #sparse #Solarish #Illumos zone. Works nice! Life is great!

:signal: Signal adds new Cryptographic Defense against Quantum Attacks.

Signal announced the introduction of Sparse Post-Quantum Ratchet [SPQR], a new cryptographic component designed to withstand quantum computing threats. SPQR will serve as an advanced mechanism that continuously updates the encryption keys used in conversations and discarding the old ones.

https://signal.org/blog/spqr/

#signal #sparse #postquantum #ratchet #spqr #it #security #privacy #engineer #media #tech #news

🎉 Oh, joy! 🙄 Signal's masterminds have blessed us with a "Sparse #Post #Quantum #Ratchet," because apparently, regular encryption just isn't fancy enough anymore. 🤓 Don't you feel safer already from those imaginary quantum computer threats that totally exist in 2025? 🚀🔒
https://signal.org/blog/spqr/ #Signal #Sparse #QuantumEncryption #CyberSecurity #FutureTech #HackerNews #ngated

no more femoral sketches so back to bixness as usual
i am concerned that bealix's ears seem to keep getting larger and larger

#bealix #mastoart #respelia #plantoid #dryad #plantgirl #monstergirl #goblingirl #sparse #shoddy #baseball #baseballgirl #elfgirl #greenskin

Libra: Synergizing CUDA and Tensor Cores for High-Performance Sparse Matrix Multiplication

#CUDA #Sparse #SpMM #DeepLearning #DL #Package

https://hgpu.org/?p=30006

A Novel Compiler Transformation for Fast Sparse Matrix Multiplication in GPUs

#CUDA #Compilers #Sparse #MatrixMultiplication

https://hgpu.org/?p=29951

'Posterior Concentrations of Fully-Connected Bayesian Neural Networks with General Priors on the Weights', by Insung Kong, Yongdai Kim.

http://jmlr.org/papers/v26/24-0425.html

#priors #sparse #bnn

'High-Dimensional L2-Boosting: Rate of Convergence', by Ye Luo, Martin Spindler, Jannis Kueck.

http://jmlr.org/papers/v26/21-0725.html

#boosting #lasso #sparse

'The Effect of SGD Batch Size on Autoencoder Learning: Sparsity, Sharpness, and Feature Learning', by Nikhil Ghosh, Spencer Frei, Wooseok Ha, Bin Yu.

http://jmlr.org/papers/v26/23-1022.html

#sgd #autoencoder #sparse

'Extremal graphical modeling with latent variables via convex optimization', by Sebastian Engelke, Armeen Taeb.

http://jmlr.org/papers/v26/24-0472.html

#multivariate #graphical #sparse

'Rank-one Convexification for Sparse Regression', by Alper Atamturk, Andres Gomez.

http://jmlr.org/papers/v26/19-159.html

#sparse #lasso #convexification

pxp – tats=3D94chliche-chaos
#blips #datadriven #experimentalelectronic #extremecomputermusic #farmersmanual #generateandtest #internetdreaming #networksound #sparse #synthvoice #Berlin
CC BY (#CreativeCommons Attribution) #ccmusic
https://farmersmanual.bandcamp.com/album/tats-3d94chliche-chaos

Interprocedural Sparse Conditional Type Propagation

https://railsatscale.com/2025-02-24-interprocedural-sparse-conditional-type-propagation/

#HackerNews #Interprocedural #Sparse #Conditional #Type #Propagation #TypePropagation #Programming #HackerNews #SoftwareDevelopment

[New Python code: PyNoiselet] About 15 years ago, I wrote a simple set of matlab functions to compute the #Noiselet transform of Coifman et al (R. Coifman, F. Geshwind, and Y. Meyer, "Noiselets", *Applied and Computational Harmonic Analysis*, 10(1):27–44, 2001). The noiselet transform is used in #CompressiveSensing applications as well as in #Sparse signal coding as noiselets have minimally low coherence with wavelet bases (Haar and Daubechies), which is useful for sparse signal recovery.

Today, from a code request received yesterday by email, I decided to quickly rewrite this old code in Python (with the useful help of one LLM I admit).

Here is the result if you need an O(N log N) (butterfly like) algorithm to compute this transformation:

https://gitlab.com/laurentjacques/PyNoiselet

More information also in this old blog post : https://laurentjacques.gitlab.io/post/some-comments-on-noiselets/

Feel free to fork it and improve this non-optimized code.

The Nekoma Void – 1 Less Throne
#Electronic #Experimental #concrete #darkambient #darkemo #downtempo #gothpop #sparse #wave #Berlin
CC BY-NC-ND (#CreativeCommons Attribution Non Commercial No Derivatives) #ccmusic
https://nekomavoid.bandcamp.com/album/1-less-throne

'Bayesian Sparse Gaussian Mixture Model for Clustering in High Dimensions', by Dapeng Yao, Fangzheng Xie, Yanxun Xu.

http://jmlr.org/papers/v26/23-0142.html

#sparse #clustering #clusters