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โš™๏ธ Compression Benchmarking

Algorithm Comparison, Speed vs Ratio, Corpus Testing, Performance Metrics

ProCut: LLM Prompt Compression via Attribution Estimation
arxiv.orgยท7h
๐Ÿ’ปLocal LLMs
SAT Requires Exhaustive Search
link.springer.comยท14hยท
Discuss: Hacker News
๐ŸงฎKolmogorov Complexity
PQCSA: A Gentle Introduction to Code Based PKE
esat.kuleuven.beยท1d
โš—๏ธAlgebraic Coding
How we made JSON.stringify more than twice as fast
v8.devยท1dยท
Discuss: Lobsters, Hacker News, r/javascript, r/programming, r/webdev
๐ŸŒŠStreaming Compression
Beyond Manually Designed Pruning Policies with Second-Level Performance Prediction: A Pruning Framework for LLMs
arxiv.orgยท7h
๐Ÿ’ปLocal LLMs
Building and Aligning Comparable Corpora
arxiv.orgยท7h
๐Ÿ“œDigital Philology
SIEVE โ€” a better algorithm than LRU?
blog.apnic.netยท6h
๐Ÿ’จCache Analysis
Show HN: Open-source Voice Cloning at 16x real-time: Porting Chatterbox to vLLM
github.comยท1dยท
Discuss: Hacker News, r/LocalLLaMA
๐ŸŽฎGameboy Emulation
Context Guided Transformer Entropy Modeling for Video Compression
arxiv.orgยท7h
๐Ÿง Learned Codecs
TokenSpan: Rethinking Prompt Compression with Aliases and Dictionary Encoding
dev.toยท12hยท
Discuss: DEV
๐Ÿ“Concrete Syntax
UrBLiMP: A Benchmark for Evaluating the Linguistic Competence of Large Language Models in Urdu
arxiv.orgยท7h
๐ŸŒ€Brotli Dictionary
original โ†—
dotat.atยท1dยท
Discuss: Lobsters, Hacker News, r/programming
๐ŸŒณTrie Structures
AI judging AI: Scaling unstructured text analysis with Amazon Nova
aws.amazon.comยท17h
๐Ÿค–AI Curation
Machine Learning Fundamentals: machine learning
dev.toยท1dยท
Discuss: DEV
๐Ÿง Machine Learning
MOPrompt: Multi-objective Semantic Evolution for Prompt Optimization
arxiv.orgยท7h
๐Ÿ“Concrete Syntax
Topolow: Force-Directed Euclidean Embedding of Dissimilarity Data with Robustness Against Non-Metricity and Sparsity
arxiv.orgยท7h
๐ŸŒComputational Topology
Optimizing training a GPT style Tokenizer with C++
justinhj.github.ioยท6d
๐Ÿ“Concrete Syntax
Show HN: Using DSPy to enrich a dataset of the Nobel laureate network
blog.kuzudb.comยท10hยท
Discuss: Hacker News
๐Ÿ“ŠCitation Graphs
HeQ: a Large and Diverse Hebrew Reading Comprehension Benchmark
arxiv.orgยท7h
๐Ÿ”Information Retrieval
Big O vs Hardware: Better Complexity โ‰  Better Performance
blog.codingconfessions.comยท1dยท
Discuss: Hacker News
๐Ÿ”ขBitwise Algorithms
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