Continuous Batching

⚡ Continuous BatchingSpecific

dynamic batching, vLLM, inference throughput, iteration-level scheduling

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Scoured 153 posts in 30.3 ms
YouTubeContent type: Video·

Token Injection: Crashing LLM Inference With Special Tokens

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Hugging Face·

Qwen-AgentWorld-35B-A3B: a 3B-active MoE trained to simulate MCP, terminal, SWE, Android, web and OS environments

Covers 2 stories See all stories this covers including vllm-project/vllm
Covered by 3 sources See all sources covering this story including GitHub, indiehacker.news
Discussed on r/LocalLLaMA
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hamanlp.org·

Lean Zig by building an LLM from scratch

Covers Zig Software Foundation ⚡ Zig Programming Language
Discussed on Hacker News
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mstar.stanford.edu·

M* (M-Star): A Modular, Extensible, Serving System for Multimodal Models

Discussed on Hacker News
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Baseten·

We built the fastest API for GLM-5.2 (280 TPS)

Covers GLM-5.2 (6 minute read)
Discussed on Hacker News
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fitservers.com·

The Production-Ready Guide to Self-Hosting LLaMA 3 on a GPU Dedicated Server

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AWS·

Monitor and debug generative AI inference with SageMaker detailed metrics and Insights dashboard on CloudWatch

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GitHub·

For users with 4x-8x 6000 PROs, how is your experience with bigger models lately? (GLM 5.2, Kimi 2.7, DeepSeek V4 Pro)

Discussed on r/LocalLLaMA
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VentureBeat·

AI hit the memory wall — now it needs a new context tier

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Ubuntu·

Developing web apps with local LLM inference

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ByteByteGo Newsletter·

Large Language Models vs Small Language Models

Covers 6 stories See all stories this covers including Attention is all you need (2017)
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blog.chuanxilu.net·

An analysis on why LLMs perform bad on long loop tasks

Covers 2 stories See all stories this covers including Lost in the Middle: How Language Models Use Long Contexts
Discussed on Hacker News
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medium.com
·

Debugging Deployments with Gemma 12B, TPU v6e-1, MCP, and Antigravity CLI

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Search CIO
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HPE Discover 2026: Lessons in optimizing AI economics

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arXiv·

Agent-Assisted Side-Channel Attacks on Non-Prefix KV Cache in RAG

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graphsignal.com·

CUDA Profiler for Production Inference

Discussed on Hacker News
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Irrational Analysis·

Cerebras June 2026 Earnings

Discussed on Substack
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Red Hat Developer·

Designing distributed AI inference: Core concepts and scaling dimensions

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notes.dsebastien.net·

GLM-5.2

Covers 6 stories See all stories this covers including zai-org/GLM-5.2 is here!
Covered by Sébastien Dubois
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medium.com
·

vLLM, Function Calling, and World Models explained

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