hypedarhypedar
feedtrendsdiscovershowcasearchive
login
login
login
FeedTrendsDiscoverShowcaseArchiveDashboard
Submit Showcase

Trending now

Inference + Agents + Llm67Agents + Workflow + Automation67Privacy + Training + Agents67
View all trends →

hypedar

AI trend radar for developers. Catch emerging papers, repos, and discussions before the hype peaks.

AboutGitHubDiscord

By the makers of hypedar

Codepawl

Open-source tools for developers.

Explore our tools →
AboutPrivacyTermsX

© 2026 Codepawl

Built by Codepawl·© 2026

About·Terms·Privacy·Security

GitHub·Discord·X

feedtrendsdiscovershowcasearchive
← feed
arXiv1d ago
4.8

The Illusion of Equivalence: Systematic FP16 Divergence in KV-Cached Autoregressive Inference

Ranjith Chodavarapu, Lei Xu

View original ↗

Analysis

Viral velocity
low
Implementation gapYES
Novelty6/10
Categorypaper
Topics
inferencequantizationtransformers

Opportunity Brief

Create an evaluation suite for inference engines (like vLLM) that measures FP16 accumulation divergence caused by KV caching.

Suggested repo: kv-drift-bench

"Verify if your KV cache is actually numerically stable."

Estimated effort: 20h