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Model optimizations in LLMs
✨ Model optimizations in LLMs
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186
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Joint Structural
Pruning
and Mixed-Precision
Quantization
for
LLM
Compression
📊
AI Performance Profiling
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for Joint Structural Pruning and Mixed-Precision Quantization for LLM Compression
Gemma 4 QAT
models
:
Optimizing
model compression for mobile and laptop efficiency
🚀
LLM serving frameworks
Content type:
News
Content type:
Blog
blog.google
·
6d
6 days ago
·
Hacker News
Actions for Gemma 4 QAT models: Optimizing model compression for mobile and laptop efficiency
Orchestrate your
LLM
pipeline. Locally
🧠
Large Language Models (LLMs)
llmforge.app
·
8h
8 hours ago
·
Hacker News
Actions for Orchestrate your LLM pipeline. Locally
Qwen 3.6 27B AutoRound GGUF, need your feedback
🔢
Quantization of LLMs
huggingface.co
·
2d
2 days ago
·
r/LocalLLaMA
Actions for Qwen 3.6 27B AutoRound GGUF, need your feedback
Google's DiffusionGemma generates 256 tokens in parallel and self-corrects as it goes
🚀
LLM serving frameworks
venturebeat.com
·
10h
10 hours ago
Actions for Google's DiffusionGemma generates 256 tokens in parallel and self-corrects as it goes
harshuljain13/llm-inference-at-scale
: A Practitioner handbook for production
llm
serving.
🔧
Systems-level optimizations for LLM serving
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.
Friday Five — June 12, 2026
🔧
Systems-level optimizations for LLM serving
redhat.com
·
1h
1 hour ago
Actions for Friday Five — June 12, 2026
DeepSeekV4 1.6T Day 0 to Day 43 Performance Over Time - Huawei, GB300 NVL72, MI355X, B200
🚀
LLM serving frameworks
Content type:
News
newsletter.semianalysis.com
·
2d
2 days ago
·
Hacker News
Actions for DeepSeekV4 1.6T Day 0 to Day 43 Performance Over Time - Huawei, GB300 NVL72, MI355X, B200
DiffusionGemma: Discrete diffusion in a
large
language
model
🧠
Large Language Models (LLMs)
idlemachines.co.uk
·
3h
3 hours ago
·
Hacker News
Actions for DiffusionGemma: Discrete diffusion in a large language model
GGUF vs GPTQ vs AWQ: The Plain-English Guide to
LLM
Quantization
(and Which One to Pick)
🔢
Quantization of LLMs
vettedconsumer.com
·
5d
5 days ago
·
Hacker News
Actions for GGUF vs GPTQ vs AWQ: The Plain-English Guide to LLM Quantization (and Which One to Pick)
Model2vec-zig
: static text embeddings in pure Zig, in a single binary
🔢
Quantization of LLMs
ziggit.dev
·
5h
5 hours ago
Actions for Model2vec-zig: static text embeddings in pure Zig, in a single binary
Ultrafast machine learning on FPGAs via Kolmogorov-Arnold Networks
⚡
Real-time AI Systems
aarushgupta.io
·
2d
2 days ago
·
Lobsters
,
Hacker News
Actions for Ultrafast machine learning on FPGAs via Kolmogorov-Arnold Networks
Pruned YOLOv8 ONNX INT8 Fails: 3 Fixes That Work
🔢
Quantization of LLMs
Content type:
Blog
Content type:
Discussion
tildalice.io
·
6d
6 days ago
Actions for Pruned YOLOv8 ONNX INT8 Fails: 3 Fixes That Work
Quantization
Was Never About the
Bits
🔢
Quantization of LLMs
Content type:
Blog
medium.com
·
4h
4 hours ago
Actions for Quantization Was Never About the Bits
Unsloth Gemma 4 QAT
🚀
LLM serving frameworks
unsloth.ai
·
6d
6 days ago
Actions for Unsloth Gemma 4 QAT
Domain-Specific Small
Language
Models
(Manning)
🧠
Large Language Models (LLMs)
i-programmer.info
·
1d
1 day ago
Actions for Domain-Specific Small Language Models (Manning)
The latest Gemma 4
models
use a training trick to slash their on-device memory footprint
🔢
Quantization of LLMs
androidauthority.com
·
6d
6 days ago
Actions for The latest Gemma 4 models use a training trick to slash their on-device memory footprint
The
Quantization
Error of the Soul: Why Silicon Valley is Inverting the Promethean Fire
🔢
Quantization of LLMs
Content type:
Blog
medium.com
·
11h
11 hours ago
Actions for The Quantization Error of the Soul: Why Silicon Valley is Inverting the Promethean Fire
Re-quantizing
a local
LLM
14x faster by skipping the
tensors
that didn't change
🧠
Large Language Models (LLMs)
Content type:
News
Content type:
Blog
andreaborio.substack.com
·
1d
1 day ago
·
Substack
Actions for Re-quantizing a local LLM 14x faster by skipping the tensors that didn't change
MoQ GGUFs and GSQ:
Low-Bit
GGUFs Are About to Get Much Better
🔢
Quantization of LLMs
Content type:
News
Content type:
Blog
kaitchup.substack.com
·
6d
6 days ago
·
r/LocalLLaMA
Actions for MoQ GGUFs and GSQ: Low-Bit GGUFs Are About to Get Much Better
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