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Inference
🤖 Inference
Model Serving, Quantization, vLLM, TensorRT
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271
posts in
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ms
GGUF
vs
GPTQ
vs
AWQ
: The Plain-English Guide to LLM Quantization (and Which One to Pick)
🧠
LLMs
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)
Quality Is Not a Safety Proxy Under
Quantization
🏗️
MLSys
Content type:
Academic
arxiv.org
·
14h
14 hours ago
Actions for Quality Is Not a Safety Proxy Under Quantization
lightmetal: GPU
LLM
Inference
From a Single Java 25 JAR
🧠
LLMs
Content type:
Blog
adambien.blog
·
1d
1 day ago
Actions for lightmetal: GPU LLM Inference From a Single Java 25 JAR
Qwen 3.6 27B AutoRound
GGUF
, need your feedback
🧠
LLMs
huggingface.co
·
23h
23 hours ago
·
r/LocalLLaMA
Actions for Qwen 3.6 27B AutoRound GGUF, need your feedback
2x GH200 for
LLM
inference
, Part 2:
vLLM
, DeepSeek V4 Flash, and MTP
🧠
LLMs
Content type:
Blog
dnhkng.github.io
·
2d
2 days ago
Actions for 2x GH200 for LLM inference, Part 2: vLLM, DeepSeek V4 Flash, and MTP
MoQ
GGUFs
and GSQ: Low-Bit
GGUFs
Are About to Get Much Better
🧠
LLMs
Content type:
News
Content type:
Blog
kaitchup.substack.com
·
4d
4 days ago
·
r/LocalLLaMA
Actions for MoQ GGUFs and GSQ: Low-Bit GGUFs Are About to Get Much Better
Inferoa
AI harness claimed 90% cache savings. We ran it and measured 97.8%
🧠
LLMs
zozo123.github.io
·
7h
7 hours ago
·
Hacker News
Actions for Inferoa AI harness claimed 90% cache savings. We ran it and measured 97.8%
DeepSeekV4 1.6T Day 0 to Day 43 Performance Over Time - Huawei, GB300 NVL72, MI355X, B200
🧠
LLMs
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 DGX Spark GB10 – AI
Models
and Guide with
vLLM
and Autonomous Script
🧠
LLMs
Content type:
Code
github.com
·
4d
4 days ago
·
Hacker News
Actions for Nvidia DGX Spark GB10 – AI Models and Guide with vLLM and Autonomous Script
A visionary legacy: Andy Brown
🌐
Distributed Systems
uk.themedialeader.com
·
14h
14 hours ago
Actions for A visionary legacy: Andy Brown
Ollama 0.30 delivers faster NVIDIA GPU performance and wider hardware support
🏗️
MLSys
alternativeto.net
·
2d
2 days ago
Actions for Ollama 0.30 delivers faster NVIDIA GPU performance and wider hardware support
Improved performance and
model
support with
GGUF
🏗️
MLSys
Content type:
Blog
ollama.com
·
5d
5 days ago
Actions for Improved performance and model support with GGUF
AMD's Lemonade SDK For Local AI Adds NVIDIA CUDA Support
🎮
GPUs
phoronix.com
·
1h
1 hour ago
Actions for AMD's Lemonade SDK For Local AI Adds NVIDIA CUDA Support
HNSW vs LSH: How Elasticsearch hits 0.99 recall@10 at 15,000 QPS — and what it costs
🏗️
MLSys
Content type:
Blog
elastic.co
·
1d
1 day ago
Actions for HNSW vs LSH: How Elasticsearch hits 0.99 recall@10 at 15,000 QPS — and what it costs
Ultrafast machine learning on FPGAs via Kolmogorov-Arnold Networks
🎮
GPUs
aarushgupta.io
·
23h
23 hours ago
·
Lobsters
,
Hacker News
Actions for Ultrafast machine learning on FPGAs via Kolmogorov-Arnold Networks
Unsloth Gemma 4 QAT
🎮
GPUs
unsloth.ai
·
5d
5 days ago
Actions for Unsloth Gemma 4 QAT
A system programmer’s guide to
LLM
inference
🎮
GPUs
Content type:
Blog
blog.xiangpeng.systems
·
2d
2 days ago
·
Hacker News
Actions for A system programmer’s guide to LLM inference
Gemma 4 QAT
models
: Optimizing model compression for mobile and laptop efficiency
🧠
LLMs
Content type:
News
Content type:
Blog
blog.google
·
5d
5 days ago
·
Hacker News
Actions for Gemma 4 QAT models: Optimizing model compression for mobile and laptop efficiency
NVIDIA Accelerates Google DeepMind’s DiffusionGemma for Local AI
🧠
LLMs
Content type:
Blog
blogs.nvidia.com
·
2h
2 hours ago
Actions for NVIDIA Accelerates Google DeepMind’s DiffusionGemma for Local AI
What's in the Box? A Field Guide to AI
Models
🏗️
MLSys
Content type:
Blog
iankduncan.com
·
1d
1 day ago
Actions for What's in the Box? A Field Guide to AI Models
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