top-p

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ksm26 / Understanding-and-Applying-Text-Embeddings

Dive into the world of text embeddings. This course will guide you through leveraging text embeddings to enhance various natural language processing (NLP) tasks.

nlp natural-language-processing clustering word-embeddings text-generation temperature classification top-k outlier-detection semantic-similarity semantic-search nlp-machine-learning sentence-embeddings text-embeddings vertex-ai top-p llm-parameters scann-library

Updated Feb 5, 2024
Jupyter Notebook

ovadmani-sudo / Adaptive-LLM-Sampling

Star

Boost LLM reliability with dynamic sampling, retry logic, and a lightweight Go‑based proxy.

temperature improvement top-k goose cline loop-prevention top-p llama-cpp agentic openrouter dynamic-sampling ai-proxy openai-compatible coding-agent min-p loop-guard

Updated Jul 24, 2026
Go

JohnScheuer / sampling-strategy-bench

Star

Latency, diversity, and quality benchmark for autoregressive decoding strategies on RTX 2070: greedy, top-k, top-p, min-p, and beam search across GPT-2 models.

benchmarking text-generation pytorch top-k beam-search sampling perplexity gpt2 greedy-decoding top-p llm-inference decoding-strategies min-p mlsystems

Updated Jul 19, 2026
Python

miozilla / sdkgenai

Star

sdkgenai 🛠️🔃📦 : Gen AI SDK # Model Parameters # Safety Filters # Multi-turn Chat # Content Streaming # Asynchronous Requests # Token Counting # Context Caching # Function Calling # Batch Prediction # Text Embeddings

api seed prompt temperature top-k parameter penalty multimodal batch-inference vertex-ai top-p controlled-generation gemini-2-5-flash system-instructions safety-ratings

Updated Jan 12, 2026
Jupyter Notebook

miozilla / phi3mini

Star

phi3mini 🧊🖥️🛝 : Microsoft Phi 3 Mini Model # Generative AI # Chat Playground # Microsoft Foundry

nlp playground chatbot prompt travel temperature lm top-k parameter language-model foundry claim top-p genai ground-data phi-3-mini-4k-instruct max-token repetition-penalty

Updated Jan 1, 2026

alejoherrera / SDD_contraloria

Star

Charla sobre determinismo y temperatura en modelos de lenguaje (temperature, top-p, top-k, muestreo) + Spec-Driven Development aplicado a productos institucionales. Deck reveal.js con demos interactivas.

reveal-js temperature gemini top-k sampling temperatura charla sdd ia-responsable llm top-p spec-driven-development determinismo

Updated Jul 30, 2026
HTML

akaiserg / inference-parameters-example

Star

Implementation demonstrating how temperature, top-p (nucleus sampling), and top-k sampling parameters transform raw logits into probability distributions for text generation. Includes mathematical explanations and visual examples of each sampling strategy.

machine-learning inference text-generation temperature top-k sampling llm top-p

Updated Dec 30, 2025
Python

0xelitesystem / temperature-top-p-playground

Star

Drag temperature, top_k and top_p and watch a real softmax distribution reshape live, with every stage of the truncation pipeline shown and the edge cases explained.

visualization temperature top-k client-side sampling no-dependencies softmax llm top-p browser-tool

Updated Aug 9, 2026
HTML

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