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Inference Engineering
🖥️ Inference Engineering
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LLM serving, latency, batching, throughput
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193
posts in
15.7
ms
harshuljain13/llm-inference-at-scale
: A Practitioner handbook for production
llm
serving
.
🗄️
KV Cache
Content type:
Code
github.com
·
5d
5 days ago
·
Hacker News
,
r/LLM
Actions for harshuljain13/llm-inference-at-scale: A Practitioner handbook for production llm serving.
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
AMD's Lemonade SDK For Local AI Adds NVIDIA
CUDA
Support
🗄️
KV Cache
phoronix.com
·
20h
20 hours ago
·
r/artificial
Actions for AMD's Lemonade SDK For Local AI Adds NVIDIA CUDA Support
Alignment Collapse Under
KV
Cache
Quantization
: Diagnosis and Mitigation
🗄️
KV Cache
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Alignment Collapse Under KV Cache Quantization: Diagnosis and Mitigation
Google's new open
model
DiffusionGemma
generates
text
from noise instead of word by word
🎯
Fine-tuning
the-decoder.com
·
17h
17 hours ago
Actions for Google's new open model DiffusionGemma generates text from noise instead of word by word
Where to Host Your Open-Source
Model
(Under 10B Parameters)
🗄️
KV Cache
digitalocean.com
·
6d
6 days ago
Actions for Where to Host Your Open-Source Model (Under 10B Parameters)
PagedAttention
vs Traditional
KV
Cache
: How vLLM Reinvented GPU Memory for LLM Inference
🗄️
KV Cache
Content type:
Blog
medium.com
·
2d
2 days ago
Actions for PagedAttention vs Traditional KV Cache: How vLLM Reinvented GPU Memory for LLM Inference
Intelligent
inference
scheduling with
llm-d
on Red Hat AI
🗄️
KV Cache
developers.redhat.com
·
13h
13 hours ago
Actions for Intelligent inference scheduling with llm-d on Red Hat AI
CommBench: Can LLMs Write Correct and Efficient
GPU
Communication Code?
🗄️
KV Cache
uccl-project.github.io
·
6h
6 hours ago
·
Hacker News
Actions for CommBench: Can LLMs Write Correct and Efficient GPU Communication Code?
Xiaomi MiMo-V2.5-Pro Just Hit 1,000
Tokens
Per
Second
!
💰
API Pricing
gizchina.com
·
2d
2 days ago
Actions for Xiaomi MiMo-V2.5-Pro Just Hit 1,000 Tokens Per Second!
How we fight
GPU
scarcity without compromise
🗄️
KV Cache
Content type:
Blog
equixly.com
·
6d
6 days ago
·
Hacker News
Actions for How we fight GPU scarcity without compromise
From
GPU
to
Token
: The 8-Layer Observability Stack for AI Infrastructure
🗄️
KV Cache
Content type:
Blog
jimmysong.io
·
2d
2 days ago
Actions for From GPU to Token: The 8-Layer Observability Stack for AI Infrastructure
NVIDIA Accelerates Google DeepMind’s DiffusionGemma for Local AI
🎯
Fine-tuning
Content type:
Blog
blogs.nvidia.com
·
20h
20 hours ago
Actions for NVIDIA Accelerates Google DeepMind’s DiffusionGemma for Local AI
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
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
·
Hacker News
Actions for China's Xiaomi MiMo Is Now 15X Faster Than ChatGPT and Claude (4 minute read)
Putting a datacenter
GPU
in a gaming PC for £200 ($268)
💰
Compute Costs
Content type:
Blog
blog.adafruit.com
·
18h
18 hours ago
Actions for Putting a datacenter GPU in a gaming PC for £200 ($268)
GGUF vs GPTQ vs AWQ: The Plain-English Guide to
LLM
Quantization
(and Which One to Pick)
🎯
Fine-tuning
vettedconsumer.com
·
4d
4 days ago
·
Hacker News
Actions for GGUF vs GPTQ vs AWQ: The Plain-English Guide to LLM Quantization (and Which One to Pick)
Inferoa
AI harness claimed 90%
cache
savings. We ran it and measured 97.8%
🗄️
KV Cache
zozo123.github.io
·
1d
1 day ago
·
Hacker News
Actions for Inferoa AI harness claimed 90% cache savings. We ran it and measured 97.8%
DiffusionGemma: 4x Faster
Text
Generation
🎯
Fine-tuning
Content type:
News
Content type:
Blog
blog.google
·
21h
21 hours ago
·
Hacker News
,
r/LocalLLaMA
,
r/singularity
Actions for DiffusionGemma: 4x Faster Text Generation
DiffusionGemma: The Developer Guide
🗄️
KV Cache
Content type:
Blog
developers.googleblog.com
·
1d
1 day ago
Actions for DiffusionGemma: The Developer Guide
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