The TechBeat: How I Made $700 a Month With My Open-source Scheduling Tool (12/28/2024)
#techbeat #hackernoonnewsletter #latesttectstories #technology #creativity
https://hackernoon.com/12-28-2024-techbeat
#techbeat #hackernoonnewsletter #latesttectstories #technology #creativity
https://hackernoon.com/12-28-2024-techbeat
Hackernoon
The TechBeat: How I Made $700 a Month With My Open-source Scheduling Tool (12/28/2024) | HackerNoon
12/28/2024: Trending stories on Hackernoon today!
Stand Out From Other Developers By Contributing to Open Source
#opensource #dotnet #softwaredevelopment #community #csharp #library #contributingtoopensource #hackernoontopstory
https://hackernoon.com/stand-out-from-other-developers-by-contributing-to-open-source
#opensource #dotnet #softwaredevelopment #community #csharp #library #contributingtoopensource #hackernoontopstory
https://hackernoon.com/stand-out-from-other-developers-by-contributing-to-open-source
Hackernoon
Stand Out From Other Developers By Contributing to Open Source
If you truly love programming and want to grow as a developer, strive to create something of your own — whether it’s a small library or a service.
Decoding With PagedAttention and vLLM
#llms #vllm #pagedattention #decoding #whatisvllm #kvblocks #kvcache #woosukkwon
https://hackernoon.com/decoding-with-pagedattention-and-vllm
#llms #vllm #pagedattention #decoding #whatisvllm #kvblocks #kvcache #woosukkwon
https://hackernoon.com/decoding-with-pagedattention-and-vllm
Hackernoon
Decoding With PagedAttention and vLLM
As in OS’s virtual memory, vLLM does not require reserving the memory for the maximum possible generated sequence length initially.
Introducing LLaVA-Phi: A Compact Vision-Language Assistant Powered By a Small Language Model
#llms #llavaphi #largevisionlanguagemodels #llavaphi3b #mideagroup #yichenzhu #minjiezhu #ningliu
https://hackernoon.com/introducing-llava-phi-a-compact-vision-language-assistant-powered-by-a-small-language-model
#llms #llavaphi #largevisionlanguagemodels #llavaphi3b #mideagroup #yichenzhu #minjiezhu #ningliu
https://hackernoon.com/introducing-llava-phi-a-compact-vision-language-assistant-powered-by-a-small-language-model
Hackernoon
Introducing LLaVA-Phi: A Compact Vision-Language Assistant Powered By a Small Language Model
In this paper, we introduce LLaVA-ϕ, an efficient multi-modal assistant that harnesses the power of the recently advanced small language model, Phi-2
KV Cache Manager: The Key Idea Behind It and How It Works
#llms #pagedattention #kvcachemanager #kvcache #vllm #virtualmemory #kvblocks #gpuworkers
https://hackernoon.com/kv-cache-manager-the-key-idea-behind-it-and-how-it-works
#llms #pagedattention #kvcachemanager #kvcache #vllm #virtualmemory #kvblocks #gpuworkers
https://hackernoon.com/kv-cache-manager-the-key-idea-behind-it-and-how-it-works
Hackernoon
KV Cache Manager: The Key Idea Behind It and How It Works
The key idea behind vLLM’s memory manager is analogous to the virtual memory [25] in operating systems.
Our Method for Developing PagedAttention
#llms #pagedattention #vllm #llmservingengine #kvcache #memorymanagement #memorychallenges #kvblocks
https://hackernoon.com/our-method-for-developing-pagedattention
#llms #pagedattention #vllm #llmservingengine #kvcache #memorymanagement #memorychallenges #kvblocks
https://hackernoon.com/our-method-for-developing-pagedattention
Hackernoon
Our Method for Developing PagedAttention
In this work, we develop a new attention algorithm, PagedAttention, and build an LLM serving engine, vLLM, to tackle the challenges outlined in §3
PagedAttention: Memory Management in Existing Systems
#llms #pagedattention #memorymanagement #kv #kvcache #llmservingsystem #memory #llmmemorymanagement
https://hackernoon.com/pagedattention-memory-management-in-existing-systems
#llms #pagedattention #memorymanagement #kv #kvcache #llmservingsystem #memory #llmmemorymanagement
https://hackernoon.com/pagedattention-memory-management-in-existing-systems
Hackernoon
PagedAttention: Memory Management in Existing Systems
Due to the unpredictable output lengths from the LLM, they statically allocate a chunk of memory for a request based on the request’s maximum possible sequence
The HackerNoon Newsletter: Will AI Widen Global Inequality? (12/28/2024)
#hackernoonnewsletter #noonification #latesttectstories #opensource #lifehacking #personalgrowth #ai
https://hackernoon.com/12-28-2024-newsletter
#hackernoonnewsletter #noonification #latesttectstories #opensource #lifehacking #personalgrowth #ai
https://hackernoon.com/12-28-2024-newsletter
Hackernoon
The HackerNoon Newsletter: Will AI Widen Global Inequality? (12/28/2024) | HackerNoon
12/28/2024: Top 5 stories on the HackerNoon homepage!
Memory Challenges in LLM Serving: The Obstacles to Overcome
#llms #llmserving #memorychallenges #kvcache #llmservice #gpumemory #algorithms #decoding
https://hackernoon.com/memory-challenges-in-llm-serving-the-obstacles-to-overcome
#llms #llmserving #memorychallenges #kvcache #llmservice #gpumemory #algorithms #decoding
https://hackernoon.com/memory-challenges-in-llm-serving-the-obstacles-to-overcome
Hackernoon
Memory Challenges in LLM Serving: The Obstacles to Overcome
The serving system’s throughput is memory-bound. Overcoming this memory-bound requires addressing the following challenges in memory management
How Blockchain Contracts Ensure Fairness, Flexibility, and Compensation for Option Holders
#defi #crosschainoptions #collateralfreeprotocol #blockchaininteroperability #efficientoptiontrading #phantombidattackdefense #hashedtimelockcontracts #optionstrading
https://hackernoon.com/how-blockchain-contracts-ensure-fairness-flexibility-and-compensation-for-option-holders
#defi #crosschainoptions #collateralfreeprotocol #blockchaininteroperability #efficientoptiontrading #phantombidattackdefense #hashedtimelockcontracts #optionstrading
https://hackernoon.com/how-blockchain-contracts-ensure-fairness-flexibility-and-compensation-for-option-holders
Hackernoon
How Blockchain Contracts Ensure Fairness, Flexibility, and Compensation for Option Holders
Discover how blockchain contracts ensure fairness, flexibility, and compensation, protecting option holders in case of failure or disputes.
How Cross-Chain Transfer Protocols Ensure Safe and Smooth Transactions
#defi #crosschainoptions #collateralfreeprotocol #blockchaininteroperability #efficientoptiontrading #phantombidattackdefense #hashedtimelockcontracts #optionstrading
https://hackernoon.com/how-cross-chain-transfer-protocols-ensure-safe-and-smooth-transactions
#defi #crosschainoptions #collateralfreeprotocol #blockchaininteroperability #efficientoptiontrading #phantombidattackdefense #hashedtimelockcontracts #optionstrading
https://hackernoon.com/how-cross-chain-transfer-protocols-ensure-safe-and-smooth-transactions
Hackernoon
How Cross-Chain Transfer Protocols Ensure Safe and Smooth Transactions
Explore the robust proofs behind transfer protocols in cross-chain transactions.
How vLLM Implements Decoding Algorithms
#llms #vllm #decodingalgorithm #algorithms #endtoendservingsystem #gpubasedinference #cuda #python
https://hackernoon.com/how-vllm-implements-decoding-algorithms
#llms #vllm #decodingalgorithm #algorithms #endtoendservingsystem #gpubasedinference #cuda #python
https://hackernoon.com/how-vllm-implements-decoding-algorithms
Hackernoon
How vLLM Implements Decoding Algorithms
vLLM implements various decoding algorithms using three key methods: fork, append, and free.
LLaVA-Phi: The Training We Put It Through
#llms #llavaphi #clipvitl #llava15 #phi2 #supervisedfinetuning #sharegpt #trainingllavaphi
https://hackernoon.com/llava-phi-the-training-we-put-it-through
#llms #llavaphi #clipvitl #llava15 #phi2 #supervisedfinetuning #sharegpt #trainingllavaphi
https://hackernoon.com/llava-phi-the-training-we-put-it-through
Hackernoon
LLaVA-Phi: The Training We Put It Through
Our overall network architecture is similar to LLaVA-1.5. We use the pre-trained CLIP ViT-L/14 with a resolution of 336x336