Syntax Error-Free and Generalizable Tool Use for LLMs: ToolDec Eliminates Syntax Errors
#llms #toolaugmentation #syntaxerrors #decodingalgorithm #finitestatemachine #tooldec #toolselection #syntaxerrorfree
https://hackernoon.com/syntax-error-free-and-generalizable-tool-use-for-llms-tooldec-eliminates-syntax-errors
#llms #toolaugmentation #syntaxerrors #decodingalgorithm #finitestatemachine #tooldec #toolselection #syntaxerrorfree
https://hackernoon.com/syntax-error-free-and-generalizable-tool-use-for-llms-tooldec-eliminates-syntax-errors
Hackernoon
Syntax Error-Free and Generalizable Tool Use for LLMs: ToolDec Eliminates Syntax Errors | HackerNoon
Researchers propose TOOLDEC, a finite-state machine-guided decoding for LLMs, reducing errors and improving tool use.
Syntax Error-Free and Generalizable Tool Use for LLMs: Appendix
#llms #toolaugmentation #syntaxerrors #decodingalgorithm #finitestatemachine #tooldec #toolselection #syntaxerrorfree
https://hackernoon.com/syntax-error-free-and-generalizable-tool-use-for-llms-appendix
#llms #toolaugmentation #syntaxerrors #decodingalgorithm #finitestatemachine #tooldec #toolselection #syntaxerrorfree
https://hackernoon.com/syntax-error-free-and-generalizable-tool-use-for-llms-appendix
Hackernoon
Syntax Error-Free and Generalizable Tool Use for LLMs: Appendix | HackerNoon
Researchers propose TOOLDEC, a finite-state machine-guided decoding for LLMs, reducing errors and improving tool use.
Meet The AI Tag-Team Method That Reduces Latency in Your Model's Response
#llms #decodingalgorithm #transformers #speculativedecoding #makellmsfaster #howtomakechatbotfaster #fasteraigeneration #speculativedecodingllms
https://hackernoon.com/meet-the-ai-tag-team-method-that-reduces-latency-in-your-models-response
#llms #decodingalgorithm #transformers #speculativedecoding #makellmsfaster #howtomakechatbotfaster #fasteraigeneration #speculativedecodingllms
https://hackernoon.com/meet-the-ai-tag-team-method-that-reduces-latency-in-your-models-response
Hackernoon
Meet The AI Tag-Team Method That Reduces Latency in Your Model's Response
Speculative decoding is an advanced AI inference technique that is gaining traction in natural language processing (NLP) and other sequence generation tasks.
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.
How vLLM Can Be Applied to Other Decoding Scenarios
#llms #vllm #vllmapplications #decodingalgorithm #llmapplications #parallelsampling #osvirtualmemory #machinetranslation
https://hackernoon.com/how-vllm-can-be-applied-to-other-decoding-scenarios
#llms #vllm #vllmapplications #decodingalgorithm #llmapplications #parallelsampling #osvirtualmemory #machinetranslation
https://hackernoon.com/how-vllm-can-be-applied-to-other-decoding-scenarios
Hackernoon
How vLLM Can Be Applied to Other Decoding Scenarios
We show the general applicability of vLLM on them in this section.
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