Probabilistic Predictions in Classification - Evaluating Quality
#probabilisticpredictions #machinelearning #classification #binaryclassification #dataanalytics #datascience #predictions #probability
https://hackernoon.com/probabilistic-predictions-in-classification-evaluating-quality
#probabilisticpredictions #machinelearning #classification #binaryclassification #dataanalytics #datascience #predictions #probability
https://hackernoon.com/probabilistic-predictions-in-classification-evaluating-quality
Hackernoon
Probabilistic Predictions in Classification - Evaluating Quality
Binary classification is one of the most common machine learning tasks. In practice, the goal of such tasks often extends beyond simply predicting a class.
Should You Remain Bullish on Bitcoin?
#bullishonbitcoin #bitcoin #latesttechstories #bitcoinspotlight #bitcoinhalving #bitcointrajectory #riskmanagement #bitcoinetf
https://hackernoon.com/should-you-remain-bullish-on-bitcoin
#bullishonbitcoin #bitcoin #latesttechstories #bitcoinspotlight #bitcoinhalving #bitcointrajectory #riskmanagement #bitcoinetf
https://hackernoon.com/should-you-remain-bullish-on-bitcoin
Hackernoon
Should You Remain Bullish on Bitcoin?
Currently, the price of Bitcoin has dropped to a whopping $95,137.67. There are thousands of speculations as to whether Bitcoin will rise or drop in 2025.
How One Vietnamese Community Depends on YouTube for News
#news #youtube #informationvoid #aapicommunities #diynews #youtubenews #hackernoontopstory #themarkup
https://hackernoon.com/how-one-vietnamese-community-depends-on-youtube-for-news
#news #youtube #informationvoid #aapicommunities #diynews #youtubenews #hackernoontopstory #themarkup
https://hackernoon.com/how-one-vietnamese-community-depends-on-youtube-for-news
Hackernoon
How One Vietnamese Community Depends on YouTube for News
I spoke to Hoang and about two dozen fellow community members to better understand what role Ohlala and other YouTubers play in their community.
How We Implemented a Chatbot Into Our LLM
#llms #vllm #orca #sharegpt #opt13b #pagedattention #chatbots #chatbotimplementation
https://hackernoon.com/how-we-implemented-a-chatbot-into-our-llm
#llms #vllm #orca #sharegpt #opt13b #pagedattention #chatbots #chatbotimplementation
https://hackernoon.com/how-we-implemented-a-chatbot-into-our-llm
Hackernoon
How We Implemented a Chatbot Into Our LLM
To implement a chatbot, we let the model generate a response by concatenating the chatting history and the last user query into a prompt.
The HackerNoon Newsletter: Adaptive Lighting - An Example of HACS (1/4/2025)
#hackernoonnewsletter #noonification #latesttectstories #news #homeassistant #books #net8
https://hackernoon.com/1-4-2025-newsletter
#hackernoonnewsletter #noonification #latesttectstories #news #homeassistant #books #net8
https://hackernoon.com/1-4-2025-newsletter
Hackernoon
The HackerNoon Newsletter: Adaptive Lighting - An Example of HACS (1/4/2025) | HackerNoon
1/4/2025: Top 5 stories on the HackerNoon homepage!
How Effective is vLLM When a Prefix Is Thrown Into the Mix?
#llms #vllm #prefix #vllmeffectiveness #llama13b #orca #multilingualllm #woosukkwon
https://hackernoon.com/how-effective-is-vllm-when-a-prefix-is-thrown-into-the-mix
#llms #vllm #prefix #vllmeffectiveness #llama13b #orca #multilingualllm #woosukkwon
https://hackernoon.com/how-effective-is-vllm-when-a-prefix-is-thrown-into-the-mix
Hackernoon
How Effective is vLLM When a Prefix Is Thrown Into the Mix?
We explore the effectiveness of vLLM for the case a prefix is shared among different input prompts
Why Is JavaScript Benchmarking a Mess?
#javascript #webdevelopment #nodejs #javascriptperfomance #jitcompiler #npmpackage #hackernoontopstory #javascriptcore
https://hackernoon.com/why-is-javascript-benchmarking-a-mess
#javascript #webdevelopment #nodejs #javascriptperfomance #jitcompiler #npmpackage #hackernoontopstory #javascriptcore
https://hackernoon.com/why-is-javascript-benchmarking-a-mess
Hackernoon
Why Is JavaScript Benchmarking a Mess?
Design decisions core to JavaScript have caused a multitude of problems for benchmarking. Is there a solution to this?
PagedAttention and vLLM Explained: What Are They?
#llms #vllm #pagedattention #llmservingsystem #decodingalgorithm #attentionalgorithm #virtualmemory #copyonwrite
https://hackernoon.com/pagedattention-and-vllm-explained-what-are-they
#llms #vllm #pagedattention #llmservingsystem #decodingalgorithm #attentionalgorithm #virtualmemory #copyonwrite
https://hackernoon.com/pagedattention-and-vllm-explained-what-are-they
Hackernoon
PagedAttention and vLLM Explained: What Are They?
This paper proposes PagedAttention, a new attention algorithm that allows attention keys and values to be stored in non-contiguous paged memory
General Model Serving Systems and Memory Optimizations Explained
#llms #vllm #generalmodelserving #memoryoptimization #orca #transformers #alpaserve #gpukernel
https://hackernoon.com/general-model-serving-systems-and-memory-optimizations-explained
#llms #vllm #generalmodelserving #memoryoptimization #orca #transformers #alpaserve #gpukernel
https://hackernoon.com/general-model-serving-systems-and-memory-optimizations-explained
Hackernoon
General Model Serving Systems and Memory Optimizations Explained
Model serving has been an active area of research in recent years, with numerous systems proposed to tackle diverse aspects of deep learning model deployment.
Applying the Virtual Memory and Paging Technique: A Discussion
#llms #virtualmemory #pagingtechnique #kvcache #vllm #gpuworkload #gpukernels #gpumemory
https://hackernoon.com/applying-the-virtual-memory-and-paging-technique-a-discussion
#llms #virtualmemory #pagingtechnique #kvcache #vllm #gpuworkload #gpukernels #gpumemory
https://hackernoon.com/applying-the-virtual-memory-and-paging-technique-a-discussion
Hackernoon
Applying the Virtual Memory and Paging Technique: A Discussion
The idea of virtual memory and paging is effective for managing the KV cache in LLM serving because the workload requires dynamic memory allocation
Evaluating vLLM's Design Choices With Ablation Experiments
#llms #vllm #evaluatingvllm #vllmdesign #pagedattention #gpu #sharegpt #microbenchmark
https://hackernoon.com/evaluating-vllms-design-choices-with-ablation-experiments
#llms #vllm #evaluatingvllm #vllmdesign #pagedattention #gpu #sharegpt #microbenchmark
https://hackernoon.com/evaluating-vllms-design-choices-with-ablation-experiments
Hackernoon
Evaluating vLLM's Design Choices With Ablation Experiments
In this section, we study various aspects of vLLM and evaluate the design choices we make with ablation experiments.
Encryption: Ciphers, Digests, Salt, and IV - What You Need to Know
#encryption #whatisencryption #encryptionguide #encryptiontutorial #cipher #digest #hackernoontopstory #decryption
https://hackernoon.com/encryption-ciphers-digests-salt-and-iv-what-you-need-to-know
#encryption #whatisencryption #encryptionguide #encryptiontutorial #cipher #digest #hackernoontopstory #decryption
https://hackernoon.com/encryption-ciphers-digests-salt-and-iv-what-you-need-to-know
Hackernoon
Encryption: Ciphers, Digests, Salt, and IV - What You Need to Know
Here, you will learn how to encrypt and decrypt data using a password, also known as symmetrical encryption. This password must be known to both parties