All Topics
All Topics
Technology
Technology
AI
AI
Business
Business
Entertainment
Entertainment
News
News
Programming
Programming
Science
Science
Design
Design
Environment
Environment
Finance
Finance
Crypto
Crypto
Politics
Politics
Sports
Sports
Education
Education
Gaming
Gaming
Art
Art
Music
Music
Health
Health
Security
Security
Books
Books
Food
Food
Travel
Travel
Personal
Personal
Bluesky
Twitter

Developer Claims 9.9x Lower TTFT on Android by Reusing llama.cpp KV State

A developer has reported achieving a 9.9x reduction in time-to-first-token (TTFT) for local large language model inference on a real Android device. The improvement was achieved by reusing KV cache…

Read the full article
4d agoen

You might also wanna read

LMCache: A KV Cache Management Layer for Scalable LLM Inference

Learn how LMCache reduces TTFT and improves throughput for LLM inference with tiered KV cache offloading, non-prefix reuse, PD disaggregatio

pyshine.com·14d ago

ntransformer: C++/CUDA LLM Inference Engine Enables Running Llama 70B on RTX 3090

High-efficiency LLM inference engine in C++/CUDA. Run Llama 70B on RTX 3090. - xaskasdf/ntransformer

github.com·4mo ago

Research-Driven Coding Agents Improve llama.cpp Performance with Literature Search Phase

Coding agents working from code alone generate shallow hypotheses. Adding a research phase — arxiv papers, competing forks, other backends —

blog.skypilot.co·3mo ago

I ran 133 benchmarks to find out if vLLM is actually faster than HuggingFace

Spoiler: it depends on what “faster” means to you If you’ve ever tried to serve a large language model in production, you’ve probably come a

saumilya.medium.com·3mo ago

Towards Efficient Large Language Model Serving: A Survey on System-Aware KV Cache Optimization

arXiv:2607.08057v1 Announce Type: cross Abstract: Despite the rapid advancements of large language models (LLMs), LLM serving systems remain

machinebrief.com·6d ago

Reame: A CPU-first LLM inference server built on llama.cpp for existing low-cost hardware

Reame — CPU-first LLM inference server on llama.cpp: disk KV cache, self-regulating speculation, generation archive, interleaved multi-user,

github.com·5d ago

Reame: A CPU-first LLM inference server built on llama.cpp for existing low-cost hardware

Reame — CPU-first LLM inference server on llama.cpp: disk KV cache, self-regulating speculation, generation archive, interleaved multi-user,

github.com·5d ago

Comments

Sign in to join the conversation.

No comments yet. Be the first.