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🚀 Tokenizer Performance
Lexical Analysis, Unicode Handling, SIMD Optimization, Streaming
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121012
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1.69
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SnapMLA
: Efficient Long-Context MLA Decoding via Hardware-Aware FP8 Quantized
Pipelining
arxiv.org
·
8h
⚡
Tokenizer Optimization
Random Access in
Grammar-Compressed
Strings: Optimal Trade-Offs in Almost All Parameter
Regimes
arxiv.org
·
8h
📐
Succinct Data Structures
The
BEHILOS
Benchmark: Performance Analysis of
Low-Footprint
CLI Search Tools
dev.to
·
47m
·
Discuss:
DEV
🏁
Language Benchmarks
The Machine Learning
Practitioner
’s Guide to
Speculative
Decoding
machinelearningmastery.com
·
1d
🔍
ML Language
N-Grams
and Other
Experiments
dotterrer.bearblog.dev
·
20h
🌱
Minimal ML
Building a
Regex
Engine with a team of parallel
Claudes
lesswrong.com
·
1d
🔤
Regex Engines
Built a Hybrid RAG API with
FastAPI
&
Ollama
– Sparse + Dense retrieval in action.
youtu.be
·
3h
·
Discuss:
DEV
🌳
Pattern Match Compilation
wordchipper
- my next-gen LLM tokenizer; looking for
LTR
release help
docs.rs
·
2d
·
Discuss:
r/rust
🔤
Language Tokenizers
datavorous/spheni
: An in-memory vector search library in C++ with Python bindings
github.com
·
23h
·
Discuss:
Hacker News
🔀
SIMD Programming
Large Language Models for
Mortals
book
andrewpwheeler.com
·
1d
🌱
Minimal ML
Show HN:
OCR
Arena – A
playground
for
OCR
models
news.ycombinator.com
·
21h
·
Discuss:
Hacker News
⚡
Tokenizer Optimization
How
Transformer
Architecture
Powers
LLMs
dev.to
·
54m
·
Discuss:
DEV
🪜
Recursive Descent
A History of Large Language Models
gregorygundersen.com
·
13h
🪜
Recursive Descent
Coding A PoS
Tagger
from Scratch — A Statistical Part-of-Speech
Tagger
|
NLP
pub.towardsai.net
·
2d
🔤
Language Tokenizers
[
AINews
] Z.ai GLM-5: New
SOTA
Open Weights LLM
latent.space
·
6h
🏁
Language Benchmarks
PromptもFine-tuningも不要なLLM出力言語の制御手法
｜はち
note.com
·
3h
💬
Interactive REPLs
UbiquitousLearning/mllm
: Fast Multimodal LLM on Mobile Devices
github.com
·
4h
🏗️
MLIR
AI
Inference
Needs A
Mix-And-Match
Memory Strategy
semiengineering.com
·
5h
🗺️
Region Inference
6
niche
programming
languages
developers secretly love
howtogeek.com
·
2h
🏺
Code Archeology
Translayte
Launches
Cipher
: An AI Document Translation Platform for Instant Layout Preserving Translations
multilingual.com
·
17h
🔄
Incremental Lexing
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