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Prefill Decoding
⏱️ Prefill Decoding
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prefill phase, decode phase, chunked prefill, time-to-first-token
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178
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6.3
ms
harshuljain13/llm-inference-at-scale: A Practitioner handbook for production llm serving.
💾
KV Cache
Content type:
Code
github.com
·
4d
4 days ago
·
Hacker News
Actions for harshuljain13/llm-inference-at-scale: A Practitioner handbook for production llm serving.
Inferoa AI harness claimed 90%
cache
savings. We ran it and measured 97.8%
💾
KV Cache
zozo123.github.io
·
14h
14 hours ago
·
Hacker News
Actions for Inferoa AI harness claimed 90% cache savings. We ran it and measured 97.8%
PagedAttention
vs Traditional
KV
Cache
: How vLLM Reinvented GPU Memory for LLM Inference
🧠
Inference Engineering
Content type:
Blog
medium.com
·
2d
2 days ago
Actions for PagedAttention vs Traditional KV Cache: How vLLM Reinvented GPU Memory for LLM Inference
Fairness-Aware and
Latency-Controllable
Scheduling for
Chunked-Prefill
LLM Serving
🟢
CUDA
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Fairness-Aware and Latency-Controllable Scheduling for Chunked-Prefill LLM Serving
The Inference Alpha: Maximizing Frontier Models on AMD
🧠
Inference Engineering
Content type:
Blog
digitalocean.com
·
10h
10 hours ago
Actions for The Inference Alpha: Maximizing Frontier Models on AMD
How we fight GPU scarcity without compromise
💾
KV Cache
Content type:
Blog
equixly.com
·
5d
5 days ago
·
Hacker News
Actions for How we fight GPU scarcity without compromise
Big Blue’s Redbook on Storage Scale
KV
Cache
management
🧠
Inference Engineering
Content type:
News
blocksandfiles.com
·
1d
1 day ago
Actions for Big Blue’s Redbook on Storage Scale KV Cache management
NVIDIA Accelerates Google DeepMind’s DiffusionGemma for Local AI
🎮
GPU Computing
Content type:
Blog
blogs.nvidia.com
·
8h
8 hours ago
Actions for NVIDIA Accelerates Google DeepMind’s DiffusionGemma for Local AI
The hidden bottleneck in LLM inference and the impact on MLPerf benchmarking
💰
Inference Cost
edn.com
·
6d
6 days ago
Actions for The hidden bottleneck in LLM inference and the impact on MLPerf benchmarking
DeepSeekV4 1.6T Day 0 to Day 43 Performance Over
Time
- Huawei, GB300 NVL72, MI355X, B200
🧠
Inference Engineering
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
Less-relevant results
AI Serving Platform That Adapts to Your Model
🧠
Inference Engineering
Content type:
Blog
databricks.com
·
8h
8 hours ago
Actions for AI Serving Platform That Adapts to Your Model
1-bit and 1.58 bit LLM Benchmarking on Jetson Orin Nano Super | Bonsai LM
🎮
GPU Computing
smolhub.com
·
2d
2 days ago
·
r/LocalLLaMA
Actions for 1-bit and 1.58 bit LLM Benchmarking on Jetson Orin Nano Super | Bonsai LM
How to Measure
Time
To First
Token
(TTFT) in AI Systems
🧠
Inference Engineering
qainsights.com
·
4d
4 days ago
·
Hacker News
Actions for How to Measure Time To First Token (TTFT) in AI Systems
Report: GKE Inference Gateway delivers up to 92% faster AI responses
🧠
Inference Engineering
Content type:
Blog
cloud.google.com
·
2d
2 days ago
·
Hacker News
Actions for Report: GKE Inference Gateway delivers up to 92% faster AI responses
LangChain vs LlamaIndex 2026: Response
Time
on 10 RAG Tasks
⚙️
ML Compilers
Content type:
Blog
Content type:
Discussion
tildalice.io
·
9h
9 hours ago
Actions for LangChain vs LlamaIndex 2026: Response Time on 10 RAG Tasks
KaiFelixBennett/gemma4-turboquant-rdna4: Run Gemma-4-31B at full 256K context on a $1,400 AMD RDNA4 GPU (gfx1201): TurboQuant
KV
cache
+ HIP-graph-safe Flash-Attention for llama.cpp, fully measured on real hardware.
⚡
FlashAttention
Content type:
Code
github.com
·
8h
8 hours ago
·
Hacker News
Actions for KaiFelixBennett/gemma4-turboquant-rdna4: Run Gemma-4-31B at full 256K context on a $1,400 AMD RDNA4 GPU (gfx1201): TurboQuant KV cache + HIP-graph-safe Flash-Attention for llama.cpp, fully measured on real hardware.
Full Context on a Vulkan-Only Strix Halo: The
Decode-Drop
Reproduces, but the Sweet Spot Moves
🔴
ROCm
thefrontierlab.ai
·
6d
6 days ago
·
Hacker News
Actions for Full Context on a Vulkan-Only Strix Halo: The Decode-Drop Reproduces, but the Sweet Spot Moves
DiffusionGemma: The Developer Guide
🧠
Inference Engineering
Content type:
Blog
developers.googleblog.com
·
1d
1 day ago
Actions for DiffusionGemma: The Developer Guide
RKSC: Reasoning-Aware
KV
Cache
Sharing and Confident Early Exit for Multi-Step LLM Inference
💾
KV Cache
Content type:
Academic
arxiv.org
·
20h
20 hours ago
Actions for RKSC: Reasoning-Aware KV Cache Sharing and Confident Early Exit for Multi-Step LLM Inference
Anatomy of a high-performance EP kernel
💰
Inference Cost
Content type:
Blog
fergusfinn.com
·
1d
1 day ago
·
Hacker News
Actions for Anatomy of a high-performance EP kernel
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