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LLM Inference
⚡ LLM Inference
Specific
inference engine, model serving, throughput, latency
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297
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harshuljain13/llm-inference-at-scale
: A Practitioner handbook for production
llm
serving
.
🧠
KV Cache
Content type:
Code
github.com
·
4d
4 days ago
·
Hacker News
Actions for harshuljain13/llm-inference-at-scale: A Practitioner handbook for production llm serving.
Xiaomi MiMo-V2.5-Pro Just Hit 1,000
Tokens
Per
Second
!
🌊
Stream Processing
gizchina.com
·
1d
1 day ago
Actions for Xiaomi MiMo-V2.5-Pro Just Hit 1,000 Tokens Per Second!
Alignment Collapse Under
KV
Cache
Quantization
: Diagnosis and Mitigation
🧠
KV Cache
Content type:
Academic
arxiv.org
·
22h
22 hours ago
Actions for Alignment Collapse Under KV Cache Quantization: Diagnosis and Mitigation
Inferoa
AI harness claimed 90%
cache
savings. We ran it and measured 97.8%
🧠
KV Cache
zozo123.github.io
·
15h
15 hours ago
·
Hacker News
Actions for Inferoa AI harness claimed 90% cache savings. We ran it and measured 97.8%
China's Xiaomi MiMo Is Now 15X Faster Than ChatGPT and Claude (4 minute read)
🧠
KV Cache
Content type:
News
decrypt.co
·
2d
2 days ago
Actions for China's Xiaomi MiMo Is Now 15X Faster Than ChatGPT and Claude (4 minute read)
A system programmer’s guide to
LLM
inference
🧠
KV Cache
Content type:
Blog
blog.xiangpeng.systems
·
3d
3 days ago
·
Hacker News
Actions for A system programmer’s guide to LLM inference
Big Blue’s Redbook on Storage Scale
KV
Cache
management
🧠
KV Cache
Content type:
News
blocksandfiles.com
·
1d
1 day ago
Actions for Big Blue’s Redbook on Storage Scale KV Cache management
AI
Serving
Platform That Adapts to Your
Model
🧠
KV Cache
Content type:
Blog
databricks.com
·
10h
10 hours ago
Actions for AI Serving Platform That Adapts to Your Model
PagedAttention
vs Traditional
KV
Cache
: How vLLM Reinvented GPU Memory for LLM Inference
⚡
vLLM
Content type:
Blog
medium.com
·
2d
2 days ago
Actions for PagedAttention vs Traditional KV Cache: How vLLM Reinvented GPU Memory for LLM Inference
The hidden bottleneck in
LLM
inference
and the impact on MLPerf benchmarking
🧠
KV Cache
edn.com
·
6d
6 days ago
Actions for The hidden bottleneck in LLM inference and the impact on MLPerf benchmarking
The
Inference
Alpha: Maximizing Frontier
Models
on AMD
🧠
KV Cache
Content type:
Blog
digitalocean.com
·
11h
11 hours ago
Actions for The Inference Alpha: Maximizing Frontier Models on AMD
DeepSeekV4 1.6T Day 0 to Day 43 Performance Over Time - Huawei, GB300 NVL72, MI355X, B200
🧠
KV Cache
Content type:
News
newsletter.semianalysis.com
·
1d
1 day ago
·
Hacker News
Actions for DeepSeekV4 1.6T Day 0 to Day 43 Performance Over Time - Huawei, GB300 NVL72, MI355X, B200
NVIDIA Accelerates Google DeepMind’s DiffusionGemma for Local AI
🧠
KV Cache
Content type:
Blog
blogs.nvidia.com
·
9h
9 hours ago
Actions for NVIDIA Accelerates Google DeepMind’s DiffusionGemma for Local AI
How we fight GPU scarcity without compromise
🧠
KV Cache
Content type:
Blog
equixly.com
·
5d
5 days ago
·
Hacker News
Actions for How we fight GPU scarcity without compromise
lightmetal: GPU
LLM
Inference
From a Single Java 25 JAR
⚡
vLLM
Content type:
Blog
adambien.blog
·
1d
1 day ago
Actions for lightmetal: GPU LLM Inference From a Single Java 25 JAR
Google's new open
model
DiffusionGemma
generates
text
from noise instead of word by word
🧠
KV Cache
the-decoder.com
·
6h
6 hours ago
Actions for Google's new open model DiffusionGemma generates text from noise instead of word by word
2x GH200 for
LLM
inference
, Part 2:
vLLM
, DeepSeek V4 Flash, and MTP
🧠
KV Cache
Content type:
Blog
dnhkng.github.io
·
3d
3 days ago
Actions for 2x GH200 for LLM inference, Part 2: vLLM, DeepSeek V4 Flash, and MTP
From GPU to
Token
: The 8-Layer Observability Stack for AI Infrastructure
🧠
KV Cache
Content type:
Blog
jimmysong.io
·
1d
1 day ago
Actions for From GPU to Token: The 8-Layer Observability Stack for AI Infrastructure
Anatomy of a high-performance EP kernel
🧠
KV Cache
Content type:
Blog
fergusfinn.com
·
1d
1 day ago
·
Hacker News
Actions for Anatomy of a high-performance EP kernel
Running
LLM
Inference
on Kubernetes: What It Actually Takes
🧠
KV Cache
Content type:
Blog
fairwinds.com
·
5d
5 days ago
Actions for Running LLM Inference on Kubernetes: What It Actually Takes
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